@techreport{huang_labeled_2007,
    address = {Amherst, MA},
    author = {Huang, Gary B. and Ramesh, Manu and Berg, Tamara and Learned-Miller, Erik},
    date = {2007},
    institution = {University of Massachusetts},
    number = {07-49},
    pages = {1--55},
    pub_abbrev = {University of Massachusetts},
    pub_accro = {University of Massachusetts},
    pub_full = {University of Massachusetts},
    pub_type = {report},
    title = {Labeled faces in the wild: A database for studying face recognition in unconstrained environments},
    type = {Technical Report},
    urldate = {2015-05-19},
    volume = {1},
    year = {2007}
}

@techreport{ciresan_high_performance_2011,
    abstract = {We present a fast, fully parameterizable {GPU}},
    address = {Galleria 2, 6928 Manno, Switzerland},
    author = {Cireşan, Dan C. and Meier, Ueli and Masci, Jonathan and Gambardella, Luca M. and Schmidhuber, Jürgen},
    date = {2011-02-01},
    eprint = {1102.0183},
    eprinttype = {arxiv},
    institution = {Dalle Molle Institute for Artificial Intelligence},
    number = {{IDSIA}-01-11},
    pages = {1--12},
    pub_abbrev = {Dalle Molle Inst. for Artificial Intell.},
    pub_accro = {Dalle Molle Institute for Artificial Intelligence},
    pub_full = {Dalle Molle Institute for Artificial Intelligence},
    pub_type = {report},
    title = {High-Performance Neural Networks for Visual Object Classification},
    type = {Technical Report},
    urldate = {2015-07-22},
    year = {2011}
}

@techreport{sanchez_compressed_2013,
    address = {Rocquencourt, France},
    author = {Sánchez, Jorge and Perronnin, Florent and Mensink, Thomas and Verbeek, Jakob},
    date = {2013},
    institution = {INRIA},
    number = {{RR}-8209},
    pages = {1--37},
    pub_abbrev = {INRIA},
    pub_accro = {INRIA},
    pub_full = {INRIA},
    pub_type = {report},
    title = {Compressed fisher vectors for large-scale image classification},
    type = {Technical Report},
    urldate = {2015-07-15},
    year = {2013}
}

@techreport{rubenstein_great_2015,
    address = {Nairobi, Kenya},
    author = {Rubenstein, Daniel I. and Stewart, Charles V. and Berger-Wolf, Tanya Y. and Parham, Jason and Crall, Jon and Machogu, Clara and Kahumbu, Paula and Maingi, Njambi},
    date = {2015-07},
    institution = {Kenya Wildlife Service},
    pages = {1--9},
    pub_abbrev = {Kenya Wildlife Service},
    pub_accro = {Kenya Wildlife Service},
    pub_full = {Kenya Wildlife Service},
    pub_type = {report},
    title = {The Great Zebra and Giraffe Count: The Power and Rewards of Citizen Science},
    type = {Technical Report},
    year = {2015}
}

@phdthesis{louppe_understanding_2014,
    address = {Liège, Belgium},
    author = {Louppe, Gilles},
    date = {2014-04},
    institution = {Department of Electrical Engineering and Computer Science, University of Liège},
    pub_abbrev = {Dept. of Elect. Eng. and Comput. Sci., University of Liège},
    pub_accro = {Department of Electrical Engineering and Computer Science, University of Liège},
    pub_full = {Department of Electrical Engineering and Computer Science, University of Liège},
    pub_type = {thesis},
    title = {Understanding Random Forests: From Theory to Practice},
    year = {2014}
}

@mastersthesis{oddone_mobile_2016,
    abstract = {alessandro},
    address = {Chicago, IL},
    author = {Oddone, Alessandro},
    date = {2016},
    institution = {Department of Computer Science, University of Illinois at Chicago},
    pub_abbrev = {Dept. of Comput. Sci., University of Illinois at Chicago},
    pub_accro = {Department of Computer Science, University of Illinois at Chicago},
    pub_full = {Department of Computer Science, University of Illinois at Chicago},
    pub_type = {thesis},
    title = {A Mobile Application for the Image Based Ecological Information System},
    year = {2016}
}

@mastersthesis{parham_photographic_2015,
    address = {Troy, {NY}},
    author = {Parham, Jason R.},
    date = {2015-11},
    institution = {Department of Computer Science, Rensselaer Polytechnic Institute},
    pub_abbrev = {Dept. of Comput. Sci., Rensselaer Polytechnic Inst.},
    pub_accro = {Department of Computer Science, Rensselaer Polytechnic Institute},
    pub_full = {Department of Computer Science, Rensselaer Polytechnic Institute},
    pub_type = {thesis},
    title = {Photographic censusing of zebra and giraffe in the Nairobi National Park},
    urldate = {2016-03-04},
    year = {2015}
}

@mastersthesis{jablons_identifying_2016,
    address = {Troy, {NY}},
    author = {Jablons, Zachary},
    date = {2016},
    institution = {Department of Computer Science, Rensselaer Polytechnic Institute},
    pub_abbrev = {Dept. of Comput. Sci., Rensselaer Polytechnic Inst.},
    pub_accro = {Department of Computer Science, Rensselaer Polytechnic Institute},
    pub_full = {Department of Computer Science, Rensselaer Polytechnic Institute},
    pub_type = {thesis},
    title = {Identifying Humpback Whale Flukes by Sequence Matching of Trailing Edge Curvature},
    year = {2016}
}

@incollection{schwarz_jolly_seber_2006,
    address = {Fort Collins, CO, USA},
    author = {Schwarz, Carl James and Arnason, A. Neil},
    booktitle = {Program MARK - A Gentle Introduction},
    date = {2006},
    edition = {17},
    editor = {Cooch, Evan G. and White, Gary C.},
    note = {Accessed on: Jul, 30, 2015},
    pub_abbrev = {Program MARK - A Gentle Introduction},
    pub_accro = {Program MARK - A Gentle Introduction},
    pub_full = {Program MARK - A Gentle Introduction},
    pub_type = {online},
    title = {Jolly-Seber models in {MARK}},
    url = {http://www.phidot.org/software/mark/docs/book/mark_book.zip},
    urldate = {2015-07-30},
    year = {2006}
}

@online{eric_jones_scipy_2001,
    author = {{Eric Jones} and {Travis Travis Oliphant} and {Pearu Peterson} and {others}},
    date = {2001},
    note = {Accessed on: Jan, 21, 2017},
    pub_abbrev = {None},
    pub_accro = {None},
    pub_full = {None},
    pub_type = {online},
    title = {{SciPy}: Open source scientific tools for Python},
    url = {http://www.scipy.org/},
    urldate = {2017-01-21},
    year = {2001}
}

@online{griffin_caltech_256_2007,
    abstract = {caltech-256},
    author = {Griffin, Gregory and Holub, Alex and Perona, Pietro},
    date = {2007-03-10},
    note = {Accessed on: Apr, 7, 2015},
    pub_abbrev = {None},
    pub_accro = {None},
    pub_full = {None},
    pub_type = {online},
    title = {Caltech-256 Object Category Dataset},
    type = {Report or Paper},
    url = {http://resolver.caltech.edu/CaltechAUTHORS:CNS-TR-2007-001},
    urldate = {2015-04-07},
    year = {2007}
}

@online{levenson_flukebook_2015,
    author = {Levenson, J and Gero, S. and Van Oast, J. and Holmberg, J.},
    date = {2015},
    note = {Accessed on: Jan, 21, 2017},
    pub_abbrev = {None},
    pub_accro = {None},
    pub_full = {None},
    pub_type = {online},
    title = {Flukebook: a cloud-based photo-identification analysis tools for marine mammal research},
    url = {http://www.flukebook.org},
    urldate = {2017-01-21},
    year = {2015}
}

@online{esfahanian_connectivity_2017,
    author = {Esfahanian, Abdol-Hossein},
    date = {2017},
    note = {Accessed on: Jan, 21, 2017},
    pub_abbrev = {None},
    pub_accro = {None},
    pub_full = {None},
    pub_type = {online},
    title = {Connectivity Algorithms},
    url = {http://www.cse.msu.edu/~cse835/Papers/Graph_connectivity_revised.pdf},
    urldate = {2017-01-21},
    year = {2017}
}

@incollection{rubenstein_behavioral_1998,
    address = {New York, NY, USA},
    author = {Rubenstein, Daniel I.},
    booktitle = {Behavioral Ecology and Conservation Policy},
    date = {1998},
    edition = {1},
    editor = {Caro, Tim},
    pages = {527--556},
    pub_abbrev = {Behavioral Ecology and Conservation Policy},
    pub_accro = {Behavioral Ecology and Conservation Policy},
    pub_full = {Behavioral Ecology and Conservation Policy},
    pub_type = {incollection},
    publisher = {Oxford University Press},
    series = {Behavioral ecology and conservation biology},
    title = {Behavioral Ecology and Conservation Policy: On Balancing Science, Applications, and Advocacy},
    year = {1998}
}

@incollection{rubenstein_ecology_2010,
    address = {London, UK},
    author = {Rubenstein, Daniel I.},
    booktitle = {Advances in the Study of Behavior},
    date = {2010},
    editor = {Naguib, Marc and Podos, Jeffrey and Simmons, Leigh W. and Barrett, Louise and Healy, Susan D. and Zuk, Marlene},
    pages = {231--258},
    pub_abbrev = {Advances in the Study of Behavior},
    pub_accro = {Advances in the Study of Behavior},
    pub_full = {Advances in the Study of Behavior},
    pub_type = {incollection},
    publisher = {Elsevier},
    title = {Ecology, {Social} {Behavior}, and {Conservation} in {Zebras}},
    urldate = {2015-07-16},
    volume = {42},
    year = {2010}
}

@book{michael_guide_1979,
    address = {New York, NY, USA},
    author = {Michael, Garey and Johnson, David S.},
    date = {1979},
    pub_abbrev = {A Guide to the Theory of {NP}-Completeness},
    pub_accro = {A Guide to the Theory of {NP}-Completeness},
    pub_full = {A Guide to the Theory of {NP}-Completeness},
    pub_type = {book},
    publisher = {{WH} Freemann},
    title = {A Guide to the Theory of {NP}-Completeness},
    urldate = {2016-03-31},
    year = {1979}
}

@book{seber_estimation_1982,
    address = {London, UK},
    author = {Seber, George Arthur Frederick},
    date = {1982},
    edition = {1},
    pagetotal = {506},
    pub_abbrev = {The Estimation of Animal Abundance},
    pub_accro = {The Estimation of Animal Abundance},
    pub_full = {The Estimation of Animal Abundance},
    pub_type = {book},
    publisher = {Charles Griffin},
    title = {The Estimation of Animal Abundance},
    year = {1982}
}

@book{jolliffe_principal_1986,
    address = {New York, NY, USA},
    author = {Jolliffe, Ian},
    date = {1986},
    edition = {1},
    pagetotal = {487},
    pub_abbrev = {Principal Component Anal.},
    pub_accro = {Principal Component Analysis},
    pub_full = {Principal Component Analysis},
    pub_type = {book},
    publisher = {Springer-Verlag},
    title = {Principal Component Analysis},
    urldate = {2015-08-02},
    year = {1986}
}

@book{lanczos_applied_1988,
    abstract = {Basic text for graduate and advanced undergraduate},
    address = {North Chelmsford, MA, USA},
    author = {Lanczos, Cornelius},
    date = {1988},
    pagetotal = {576},
    pub_abbrev = {Appl. Anal.},
    pub_accro = {Applied Analysis},
    pub_full = {Applied Analysis},
    pub_type = {book},
    publisher = {Courier Corporation},
    title = {Applied Analysis},
    year = {1988}
}

@book{lindeberg_scale_space_1993,
    abstract = {The problem of scale pervades both the},
    address = {New York, NY, USA},
    author = {Lindeberg, Tony},
    date = {1993-12-31},
    pagetotal = {449},
    pub_abbrev = {Scale-Space Theory in Comput. Vision},
    pub_accro = {Scale-Space Theory in Computer Vision},
    pub_full = {Scale-Space Theory in Computer Vision},
    pub_type = {book},
    publisher = {Springer-Verlag},
    title = {Scale-Space Theory in Computer Vision},
    year = {1993}
}

@book{vapnik_statistical_1998,
    address = {Hoboken, NJ, USA},
    author = {Vapnik, Vladimir N.},
    date = {1998},
    pub_abbrev = {Statistical Learning Theory},
    pub_accro = {Statistical Learning Theory},
    pub_full = {Statistical Learning Theory},
    pub_type = {book},
    publisher = {Wiley-Interscience},
    title = {Statistical Learning Theory},
    urldate = {2016-01-26},
    year = {1998}
}

@book{krebs_ecological_1999,
    address = {Menlo Park, California, USA},
    author = {Krebs, Charles},
    date = {1999},
    pub_abbrev = {Ecological Methodology},
    pub_accro = {Ecological Methodology},
    pub_full = {Ecological Methodology},
    pub_type = {book},
    publisher = {Benjamin Cummings},
    title = {Ecological Methodology},
    volume = {620},
    year = {1999}
}

@book{hartley_multiple_2003,
    abstract = {homog estimation {RANSAC}},
    address = {New York, NY, USA},
    author = {Hartley, Richard and Zisserman, Andrew},
    date = {2003},
    pagetotal = {676},
    pub_abbrev = {Multiple View Geometry in Comput. Vision},
    pub_accro = {Multiple View Geometry in Computer Vision},
    pub_full = {Multiple View Geometry in Computer Vision},
    pub_type = {book},
    publisher = {Cambridge University Press},
    title = {Multiple View Geometry in Computer Vision},
    year = {2003}
}

@book{shakhnarovich_nearest_neighbor_2006,
    address = {Cambridge, Massachusetts, USA},
    author = {Shakhnarovich, Gregory and Piotr, Indyk and Trevor, Darrell},
    date = {2006},
    pagetotal = {26},
    pub_abbrev = {Nearest-neighbor Methods in Learning and Vision: Theory and Practice},
    pub_accro = {Nearest-neighbor Methods in Learning and Vision: Theory and Practice},
    pub_full = {Nearest-neighbor Methods in Learning and Vision: Theory and Practice},
    pub_type = {book},
    publisher = {The MIT Press},
    title = {Nearest-neighbor Methods in Learning and Vision: Theory and Practice},
    urldate = {2015-07-21},
    year = {2006}
}

@book{szeliski_computer_2010,
    address = {London, UK},
    author = {Szeliski, Richard},
    date = {2010},
    pages = {311--320},
    pub_abbrev = {Comput. vision: algorithms and applications},
    pub_accro = {Computer vision: algorithms and applications},
    pub_full = {Computer vision: algorithms and applications},
    pub_type = {book},
    publisher = {Springer-Verlag},
    title = {Computer vision: algorithms and applications},
    urldate = {2015-05-29},
    year = {2010}
}

@book{vazirani_approximation_2013,
    abstract = {Although this may seem a paradox, all},
    address = {Berlin, DE},
    author = {Vazirani, Vijay V.},
    date = {2013-03-14},
    pagetotal = {390},
    pub_abbrev = {Approximation Algorithms},
    pub_accro = {Approximation Algorithms},
    pub_full = {Approximation Algorithms},
    pub_type = {book},
    publisher = {Springer-Verlag},
    title = {Approximation Algorithms},
    year = {2013}
}

@article{gabor_theory_1946,
    abstract = {gabor filters},
    author = {Gabor, D.},
    date = {1946-11},
    doi = {10.1049/ji-3-2.1946.0074},
    journal = {J. of the Institution of Elect. Engineers},
    month = {Nov},
    number = {26},
    pages = {429--441},
    pub_abbrev = {J. of the Institution of Elect. Engineers},
    pub_accro = {JIEE},
    pub_full = {Journal of the Institution of Electrical Engineers},
    pub_type = {journal},
    title = {Theory of communication. Part 1: The analysis of information},
    volume = {93},
    year = {1946}
}

@article{nelder_simplex_1965,
    abstract = {downhill simplex method},
    author = {Nelder, J. A. and Mead, R.},
    date = {1965-01-01},
    doi = {10.1093/comjnl/7.4.308},
    journal = {The Comput. J.},
    month = {Jan},
    number = {4},
    pages = {308--313},
    pub_abbrev = {The Comput. J.},
    pub_accro = {Comput. J.},
    pub_full = {The Computer Journal},
    pub_type = {journal},
    title = {A Simplex Method for Function Minimization},
    urldate = {2015-07-20},
    volume = {7},
    year = {1965}
}

@article{cormack_estimates_1964,
    author = {Cormack, R. M.},
    date = {1964-12-01},
    doi = {10.2307/2334149},
    journal = {Biometrika},
    month = {Dec},
    number = {3},
    pages = {429--438},
    pub_abbrev = {Biometrika},
    pub_accro = {Biometrika},
    pub_full = {Biometrika},
    pub_type = {journal},
    title = {Estimates of Survival from the Sighting of Marked Animals},
    urldate = {2015-07-30},
    volume = {51},
    year = {1964}
}

@article{jolly_explicit_1965,
    abstract = {orig jolly seber},
    author = {Jolly, G. M.},
    date = {1965-06-01},
    doi = {10.2307/2333826},
    journal = {Biometrika},
    month = {Jun},
    number = {1},
    pages = {225--247},
    pub_abbrev = {Biometrika},
    pub_accro = {Biometrika},
    pub_full = {Biometrika},
    pub_type = {journal},
    title = {Explicit Estimates from Capture-Recapture Data with Both Death and Immigration-Stochastic Model},
    urldate = {2015-07-30},
    volume = {52},
    year = {1965}
}

@article{seber_note_1965,
    author = {Seber, G. A. F.},
    date = {1965-06-01},
    doi = {10.2307/2333827},
    journal = {Biometrika},
    month = {Jun},
    number = {1},
    pages = {249--259},
    pub_abbrev = {Biometrika},
    pub_accro = {Biometrika},
    pub_full = {Biometrika},
    pub_type = {journal},
    title = {A Note on the Multiple-Recapture Census},
    urldate = {2015-07-30},
    volume = {52},
    year = {1965}
}

@article{eswaran_augmentation_1976,
    author = {Eswaran, Kapali P. and Tarjan, R. Endre},
    date = {1976-10},
    journal = {SIAM J. on Computing},
    month = {Oct},
    number = {4},
    pages = {653--665},
    pub_abbrev = {SIAM J. on Computing},
    pub_accro = {SIAM Journal on Computing},
    pub_full = {SIAM Journal on Computing},
    pub_type = {journal},
    title = {Augmentation problems},
    urldate = {2017-04-17},
    volume = {5},
    year = {1976}
}

@article{friedman_algorithm_1977,
    author = {Friedman, Jerome H. and Bentley, Jon Louis and Finkel, Raphael Ari},
    date = {1977-9},
    journal = {ACM Trans. on Math. Software},
    month = {Sep},
    number = {3},
    pages = {209--226},
    pub_abbrev = {ACM Trans. on Math. Software},
    pub_accro = {TOMS},
    pub_full = {ACM Transactions on Mathematical Software},
    pub_type = {journal},
    title = {An algorithm for finding best matches in logarithmic expected time},
    urldate = {2016-05-09},
    volume = {3},
    year = {1977}
}

@article{bentley_multidimensional_1975,
    abstract = {kdtree orig},
    author = {Bentley, Jon Louis},
    date = {1975-09},
    doi = {10.1145/361002.361007},
    journal = {Commun. ACM},
    month = {Sep},
    number = {9},
    pages = {509--517},
    pub_abbrev = {Commun. ACM},
    pub_accro = {Communications ACM},
    pub_full = {Communications ACM},
    pub_type = {journal},
    title = {Multidimensional Binary Search Trees Used for Associative Searching},
    urldate = {2015-08-03},
    volume = {18},
    year = {1975}
}

@article{fischler_random_1981,
    abstract = {ransac},
    author = {Fischler, Martin A. and Bolles, Robert C.},
    date = {1981-06},
    doi = {10.1145/358669.358692},
    journal = {Commun. ACM},
    month = {Jun},
    number = {6},
    pages = {381--395},
    pub_abbrev = {Commun. ACM},
    pub_accro = {Communications ACM},
    pub_full = {Communications ACM},
    pub_type = {journal},
    title = {Random Sample Consensus: A Paradigm for Model Fitting with Applications to Image Analysis and Automated Cartography},
    urldate = {2013-12-02},
    volume = {24},
    year = {1981}
}

@article{lloyd_least_1982,
    abstract = {kmeans orig},
    author = {Lloyd, S.},
    date = {1982-03},
    doi = {10.1109/TIT.1982.1056489},
    journal = {IEEE Trans. on Inform. Theory},
    month = {Mar},
    number = {2},
    pages = {129--137},
    pub_abbrev = {IEEE Trans. on Inform. Theory},
    pub_accro = {IT},
    pub_full = {IEEE Transactions on Information Theory},
    pub_type = {journal},
    title = {Least squares quantization in {PCM}},
    volume = {28},
    year = {1982}
}

@article{pizer_adaptive_1987,
    abstract = {clache},
    author = {Pizer, Stephen M. and Amburn, E. Philip and Austin, John D. and Cromartie, Robert and Geselowitz, Ari and Greer, Trey and ter Haar Romeny, Bart and Zimmerman, John B. and Zuiderveld, Karel},
    date = {1987-09},
    doi = {10.1016/S0734-189X(87)80186-X},
    journal = {Graphical Models and Image Process.},
    month = {Sep},
    number = {3},
    pages = {355--368},
    pub_abbrev = {Graphical Models and Image Process.},
    pub_accro = {CVGIP},
    pub_full = {Graphical Models and Image Processing},
    pub_type = {journal},
    title = {Adaptive histogram equalization and its variations},
    urldate = {2015-08-04},
    volume = {39},
    year = {1987}
}

@article{chao_estimating_1987,
    author = {Chao, Anne},
    date = {1987-12-01},
    doi = {10.2307/2531532},
    journal = {Biometrics},
    month = {Dec},
    number = {4},
    pages = {783--791},
    pub_abbrev = {Biometrics},
    pub_accro = {Biometrics},
    pub_full = {Biometrics},
    pub_type = {journal},
    title = {Estimating the Population Size for Capture-Recapture Data with Unequal Catchability},
    urldate = {2015-04-23},
    volume = {43},
    year = {1987}
}

@article{kenneth._h._pollock_statistical_1990,
    author = {Kenneth. H. Pollock, James D. Nichols},
    date = {1990-1},
    doi = {10.2307/2532321},
    journal = {Wildlife Monographs},
    month = {Jan},
    number = {2},
    pages = {3--97},
    pub_abbrev = {Wildlife Monographs},
    pub_accro = {Wildlife Monographs},
    pub_full = {Wildlife Monographs},
    pub_type = {journal},
    title = {Statistical Inference for Capture-Recapture Experiments},
    volume = {107},
    year = {1990}
}

@article{turk_eigenfaces_1991,
    abstract = {We have developed a near-real-time computer system},
    author = {Turk, Matthew and Pentland, Alex},
    date = {1991-01-01},
    doi = {10.1162/jocn.1991.3.1.71},
    journal = {J. of Cognitive Neuroscience},
    month = {Jan},
    number = {1},
    pages = {71--86},
    pub_abbrev = {J. of Cognitive Neuroscience},
    pub_accro = {Journal of Cognitive Neuroscience},
    pub_full = {Journal of Cognitive Neuroscience},
    pub_type = {journal},
    title = {Eigenfaces for Recognition},
    urldate = {2015-07-17},
    volume = {3},
    year = {1991}
}

@article{sproull_refinements_1991,
    abstract = {This note presents a simplification and generalization},
    author = {Sproull, Robert F.},
    date = {1991-06},
    doi = {10.1007/BF01759061},
    journal = {Algorithmica},
    month = {Jun},
    number = {1},
    pages = {579--589},
    pub_abbrev = {Algorithmica},
    pub_accro = {Algorithmica},
    pub_full = {Algorithmica},
    pub_type = {journal},
    title = {Refinements to nearest-neighbor searching ink-dimensional trees},
    urldate = {2016-05-09},
    volume = {6},
    year = {1991}
}

@article{khuller_approximation_1993,
    author = {Khuller, Samir and Thurimella, Ramakrishna},
    date = {1993-03},
    journal = {J. of Algorithms},
    month = {Mar},
    number = {2},
    pages = {214--225},
    pub_abbrev = {J. of Algorithms},
    pub_accro = {Journal of Algorithms},
    pub_full = {Journal of Algorithms},
    pub_type = {journal},
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@article{wright_robust_2009,
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@article{kulis_fast_2009,
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@article{sivic_efficient_2009,
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@article{van_de_sande_evaluating_2010,
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@article{jegou_product_2011,
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@article{brown_discriminative_2011,
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@article{kulis_kernelized_2012,
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@article{vedaldi_efficient_2012,
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@article{wang_semi_supervised_2012,
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@article{jegou_aggregating_2012,
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}

@article{bengio_representation_2013,
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@article{raguram_usac_2013,
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@article{jiang_label_2013,
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@article{wu_viewpoint_2015,
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@article{lecun_deep_2015,
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@article{gosselin_revisiting_2014,
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@article{buoncompagni_saliency_based_2015,
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@article{wieczorek_darwin_2012,
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@article{wang_simple_2015,
    abstract = {The problem of finding k-edge-connected components is},
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}

@article{hinton_improving_2012,
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    date = {2012-07-03},
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}

@article{sermanet_overfeat_2013,
    abstract = {We present an integrated framework for using},
    author = {Sermanet, Pierre and Eigen, David and Zhang, Xiang and Mathieu, Michael and Fergus, Rob and {LeCun}, Yann},
    date = {2013-12-21},
    doi = {arXiv:1312.6229},
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    eprinttype = {arxiv},
    journal = {Computing Res. Repository},
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    note = {Accessed on: Jul, 20, 2015},
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    urldate = {2015-07-20},
    volume = {abs/1312.6229},
    year = {2013}
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@article{chatfield_return_2014,
    abstract = {The latest generation of Convolutional Neural Networks},
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    date = {2014-05-14},
    doi = {arXiv:1405.3531},
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    eprinttype = {arxiv},
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    month = {May},
    note = {Accessed on: Jul, 20, 2015},
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@article{branson_bird_2014,
    abstract = {We propose an architecture for fine-grained visual},
    author = {Branson, Steve and Van Horn, Grant and Belongie, Serge and Perona, Pietro},
    date = {2014-06-11},
    doi = {arXiv:1406.2952},
    eprint = {1406.2952},
    eprinttype = {arxiv},
    journal = {Computing Res. Repository},
    month = {Jun},
    note = {Accessed on: Apr, 28, 2015},
    pages = {1--14},
    pub_abbrev = {Computing Res. Repository},
    pub_accro = {CoRR},
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    volume = {abs/1406.2952},
    year = {2014}
}

@article{zhang_weakly_2015,
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    date = {2015-04-20},
    doi = {arXiv:1504.04943},
    eprint = {1504.04943},
    eprinttype = {arxiv},
    journal = {Computing Res. Repository},
    month = {Apr},
    note = {Accessed on: Apr, 28, 2015},
    pages = {1--9},
    pub_abbrev = {Computing Res. Repository},
    pub_accro = {CoRR},
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    pub_type = {online-journal},
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    urldate = {2015-04-28},
    volume = {abs/1504.04943},
    year = {2015}
}

@article{revaud_deep_2015,
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    author = {Revaud, Jerome and Weinzaepfel, Philippe and Harchaoui, Zaid and Schmid, Cordelia},
    date = {2015-06-25},
    doi = {1506.07656v1},
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    eprinttype = {arxiv},
    journal = {Computing Res. Repository},
    month = {Jun},
    note = {Accessed on: Jul, 22, 2015},
    pages = {1--19},
    pub_abbrev = {Computing Res. Repository},
    pub_accro = {CoRR},
    pub_full = {Computing Research Repository},
    pub_type = {online-journal},
    title = {Deep Convolutional Matching},
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    year = {2015}
}

@article{razavian_baseline_2015,
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    author = {Razavian, Ali Sharif and Sullivan, Josephine and Maki, Atsuto and Carlsson, Stefan},
    date = {2015-4-10},
    eprint = {1412.6574v3},
    eprinttype = {arxiv},
    journal = {Computing Res. Repository},
    month = {Apr},
    note = {Accessed on: May, 11, 2015},
    pages = {1--8},
    pub_abbrev = {Computing Res. Repository},
    pub_accro = {CoRR},
    pub_full = {Computing Research Repository},
    pub_type = {online-journal},
    title = {A Baseline for Visual Instance Retrieval with Deep Convolutional Networks},
    url = {https://arxiv.org/abs/1412.6574v3},
    urldate = {2015-05-11},
    volume = {abs/1412.6574v3},
    year = {2015}
}

@article{held_deep_2015,
    author = {Held, David and Thrun, Sebastian and Savarese, Silvio},
    date = {2015-7-29},
    doi = {arXiv:1507.08286},
    journal = {Computing Res. Repository},
    month = {Jul},
    note = {Accessed on: Aug, 3, 2015},
    pages = {1--16},
    pub_abbrev = {Computing Res. Repository},
    pub_accro = {CoRR},
    pub_full = {Computing Research Repository},
    pub_type = {online-journal},
    title = {Deep Learning for Single-View Instance Recognition},
    url = {https://arxiv.org/abs/1507.08286},
    urldate = {2015-08-03},
    volume = {abs/1507.08286},
    year = {2015}
}

@article{liu_learning_2015,
    author = {Liu, Shicong and Hongtao, Lu},
    date = {2015-7-6},
    doi = {arXiv:1507.01442},
    journal = {Computing Res. Repository},
    month = {Jul},
    note = {Accessed on: Jul, 10, 2015},
    pages = {1--10},
    pub_abbrev = {Computing Res. Repository},
    pub_accro = {CoRR},
    pub_full = {Computing Research Repository},
    pub_type = {online-journal},
    title = {Learning Better Encoding for Approximate Nearest Neighbor Search with Dictionary Annealing},
    url = {https://arxiv.org/abs/1507.01442},
    urldate = {2015-07-10},
    volume = {abs/1507.01442},
    year = {2015}
}

@article{liu_robust_2000,
    abstract = {face indexing},
    author = {Liu, Chengjun and Wechsler, Harry},
    date = {2000-1},
    journal = {IEEE Trans. on Image Process.},
    month = {Jan},
    number = {1},
    pages = {132--137},
    pub_abbrev = {IEEE Trans. on Image Process.},
    pub_accro = {TIP},
    pub_full = {IEEE Transactions on Image Processing},
    pub_type = {journal},
    title = {Robust coding schemes for indexing and retrieval from large face databases},
    urldate = {2015-07-17},
    volume = {9},
    year = {2000}
}

@article{liu_gabor_2002,
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    author = {Liu, Chengjun and Wechsler, H.},
    date = {2002-04},
    doi = {10.1109/TIP.2002.999679},
    journal = {IEEE Trans. on Image Process.},
    month = {Apr},
    number = {4},
    pages = {467--476},
    pub_abbrev = {IEEE Trans. on Image Process.},
    pub_accro = {TIP},
    pub_full = {IEEE Transactions on Image Processing},
    pub_type = {journal},
    title = {Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition},
    volume = {11},
    year = {2002}
}

@article{zhang_histogram_2007,
    abstract = {A novel object descriptor, histogram of Gabor},
    author = {Zhang, Baochang and Shan, Shiguang and Chen, Xilin and Gao, Wen},
    date = {2007-01},
    doi = {10.1109/TIP.2006.884956},
    journal = {IEEE Trans. on Image Process.},
    month = {Jan},
    number = {1},
    pages = {57--68},
    pub_abbrev = {IEEE Trans. on Image Process.},
    pub_accro = {TIP},
    pub_full = {IEEE Transactions on Image Processing},
    pub_type = {journal},
    title = {Histogram of Gabor Phase Patterns ({HGPP}): A Novel Object Representation Approach for Face Recognition},
    volume = {16},
    year = {2007}
}

@article{zhang_local_2010,
    abstract = {This paper proposes a novel high-order local},
    author = {Zhang, Baochang and Gao, Yongsheng and Zhao, Sanqiang and Liu, Jianzhuang},
    date = {2010-2},
    doi = {10.1109/TIP.2009.2035882},
    journal = {IEEE Trans. on Image Process.},
    month = {Feb},
    number = {2},
    pages = {533--544},
    pub_abbrev = {IEEE Trans. on Image Process.},
    pub_accro = {TIP},
    pub_full = {IEEE Transactions on Image Processing},
    pub_type = {journal},
    title = {Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor},
    volume = {19},
    year = {2010}
}

@article{iscen_comparison_2015,
    author = {Iscen, Ahmet and Tolias, Giorgos and Gosselin, Philippe-Henri and Jégou, Hervé},
    date = {2015-8},
    doi = {10.1109/TIP.2015.2423557},
    journal = {IEEE Trans. on Image Process.},
    month = {Aug},
    number = {8},
    pages = {2369--2381},
    pub_abbrev = {IEEE Trans. on Image Process.},
    pub_accro = {TIP},
    pub_full = {IEEE Transactions on Image Processing},
    pub_type = {journal},
    title = {A comparison of dense region detectors for image search and fine-grained classification},
    urldate = {2015-07-16},
    volume = {24},
    year = {2015}
}

@conference{beaudet_rotationally_1978,
    abstract = {Hessian},
    author = {Beaudet, P. R.},
    booktitle = {Int. Joint Conf. on Pattern Recognition},
    date = {1978},
    pages = {579--583},
    pub_abbrev = {Int. Joint Conf. on Pattern Recognition},
    pub_accro = {IJCPR},
    pub_full = {International Joint Conference on Pattern Recognition},
    pub_type = {conference},
    title = {Rotationally invariant image operators},
    volume = {579},
    year = {1978}
}

@conference{harris_combined_1988,
    abstract = {harris-corner},
    author = {Harris, Chris and Stephens, Mike},
    booktitle = {Alvey Vision Conf.},
    date = {1988},
    pages = {50},
    pub_abbrev = {Alvey Vision Conf.},
    pub_accro = {AVC},
    pub_full = {Alvey Vision Conference},
    pub_type = {conference},
    title = {A combined corner and edge detector.},
    urldate = {2015-06-11},
    volume = {15},
    year = {1988}
}

@conference{gaussier_neural_1992,
    abstract = {Difference of Gaussian {DoG}},
    author = {Gaussier, P. and Cocquerez, J.-P.},
    booktitle = {Int. Joint Conf. on Neural Networks},
    date = {1992-06},
    doi = {10.1109/IJCNN.1992.227165},
    eventtitle = {International Joint Conference on Neural Networks, 1992. {IJCNN}},
    pages = {233--259},
    pub_abbrev = {Int. Joint Conf. on Neural Networks},
    pub_accro = {IJCNN},
    pub_full = {International Joint Conference on Neural Networks},
    pub_type = {conference},
    title = {Neural networks for complex scene recognition: simulation of a visual system with several cortical areas},
    volume = {3},
    year = {1992}
}

@conference{charikar_similarity_2002,
    author = {Charikar, Moses S.},
    booktitle = {ACM symposium on Theory of computing},
    date = {2002},
    pages = {380--388},
    pub_abbrev = {ACM symposium on Theory of computing},
    pub_accro = {STOC},
    pub_full = {ACM symposium on Theory of computing},
    pub_type = {conference},
    title = {Similarity estimation techniques from rounding algorithms},
    urldate = {2015-07-17},
    year = {2002}
}

@conference{simard_best_2003,
    author = {Simard, Patrice Y. and Steinkraus, Dave and Platt, John C.},
    booktitle = {Int. Conf. on Document Anal. and Recognition},
    date = {2003},
    pages = {958-962},
    pub_abbrev = {Int. Conf. on Document Anal. and Recognition},
    pub_accro = {ICDAR},
    pub_full = {International Conference on Document Analysis and Recognition},
    pub_type = {conference},
    title = {Best practices for convolutional neural networks applied to visual document analysis},
    urldate = {2015-07-22},
    volume = {3},
    year = {2003}
}

@conference{chum_locally_2003,
    abstract = {chum\_locally\_2003},
    author = {Chum, Ondřej and Matas, Jiří and Kittler, Josef},
    booktitle = {German Conf. on Pattern Recognition},
    date = {2003-01-01},
    pages = {236--243},
    pub_abbrev = {German Conf. on Pattern Recognition},
    pub_accro = {GCPR},
    pub_full = {German Conference on Pattern Recognition},
    pub_type = {conference},
    title = {Locally Optimized {RANSAC}},
    urldate = {2013-12-02},
    year = {2003}
}

@conference{datar_locality_sensitive_2004,
    abstract = {LSH},
    author = {Datar, Mayur and Immorlica, Nicole and Indyk, Piotr and Mirrokni, Vahab S.},
    booktitle = {Symp. on Computational Geometry},
    date = {2004},
    doi = {10.1145/997817.997857},
    location = {New York, {NY}, {USA}},
    pages = {253--262},
    pub_abbrev = {Symp. on Computational Geometry},
    pub_accro = {SoCG},
    pub_full = {Symposium on Computational Geometry},
    pub_type = {conference},
    title = {Locality-sensitive Hashing Scheme Based on P-stable Distributions},
    urldate = {2015-07-17},
    year = {2004}
}

@conference{lecun_loss_2005,
    author = {{LeCun}, Yann and Huang, F.},
    booktitle = {Int. Conf. on Artificial Intell. and Statist.},
    date = {2005},
    pages = {1--8},
    pub_abbrev = {Int. Conf. on Artificial Intell. and Statist.},
    pub_accro = {AIStats},
    pub_full = {International Conference on Artificial Intelligence and Statistics},
    pub_type = {conference},
    title = {Loss functions for discriminative training of energy-based models},
    urldate = {2015-05-19},
    year = {2005}
}

@conference{muja_fast_2009,
    abstract = {flann},
    author = {Muja, Marius and Lowe, David G.},
    booktitle = {Int. Conf. on Comput. Vision Theory and Appl.},
    date = {2009},
    pages = {331--340},
    pub_abbrev = {Int. Conf. on Comput. Vision Theory and Appl.},
    pub_accro = {VISAPP},
    pub_full = {International Conference on Computer Vision Theory and Applications},
    pub_type = {conference},
    title = {Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration.},
    urldate = {2013-12-02},
    year = {2009}
}

@conference{douze_evaluation_2009,
    abstract = {The {GIST} descriptor has recently received increasing},
    author = {Douze, Matthijs and Jégou, Hervé and Sandhawalia, Harsimrat and Amsaleg, Laurent and Schmid, Cordelia},
    booktitle = {Int. Conf. on Image and Video Retrieval},
    date = {2009},
    doi = {10.1145/1646396.1646421},
    location = {New York, {NY}, {USA}},
    pages = {19:1--19:8},
    pub_abbrev = {Int. Conf. on Image and Video Retrieval},
    pub_accro = {CIVR},
    pub_full = {International Conference on Image and Video Retrieval},
    pub_type = {conference},
    title = {Evaluation of {GIST} Descriptors for Web-scale Image Search},
    urldate = {2015-07-22},
    year = {2009}
}

@conference{craw_face_1992,
    abstract = {We describe a coding scheme to index},
    author = {Craw, Ian and Cameron, Peter},
    booktitle = {Brit. Mach. Vision Conf.},
    date = {1992},
    pages = {498--507},
    pub_abbrev = {Brit. Mach. Vision Conf.},
    pub_accro = {BMVC},
    pub_full = {British Machine Vision Conference},
    pub_type = {conference},
    title = {Face Recognition by Computer},
    urldate = {2015-07-17},
    year = {1992}
}

@conference{chum_near_2008,
    abstract = {chum\_near\_2008},
    author = {Chum, O. and Philbin, J. and Zisserman, A.},
    booktitle = {Brit. Mach. Vision Conf.},
    date = {2008},
    doi = {10.5244/C.22.50},
    pages = {50.1--50.10},
    pub_abbrev = {Brit. Mach. Vision Conf.},
    pub_accro = {BMVC},
    pub_full = {British Machine Vision Conference},
    pub_type = {conference},
    title = {Near Duplicate Image Detection: min-Hash and tf-idf Weighting},
    urldate = {2013-11-26},
    year = {2008}
}

@conference{berg_tom_vs_pete_2012,
    author = {Berg, Thomas and Belhumeur, Peter N.},
    booktitle = {Brit. Mach. Vision Conf.},
    date = {2012},
    pages = {5},
    pub_abbrev = {Brit. Mach. Vision Conf.},
    pub_accro = {BMVC},
    pub_full = {British Machine Vision Conference},
    pub_type = {conference},
    title = {Tom-vs-Pete Classifiers and Identity-Preserving Alignment for Face Verification.},
    urldate = {2014-01-23},
    volume = {1},
    year = {2012}
}

@conference{chum_homography_2012,
    abstract = {chum\_homography\_2012},
    author = {Chum, Ondřej and Matas, Jiří},
    booktitle = {Int. Conf. on Pattern Recognition},
    date = {2012-11},
    eventtitle = {2012 21st International Conference on Pattern Recognition ({ICPR})},
    pages = {3236--3239},
    pub_abbrev = {Int. Conf. on Pattern Recognition},
    pub_accro = {ICPR},
    pub_full = {International Conference on Pattern Recognition},
    pub_type = {conference},
    title = {Homography estimation from correspondences of local elliptical features},
    year = {2012}
}

@conference{osendorfer_convolutional_2013,
    author = {Osendorfer, Christian and Bayer, Justin and Urban, Sebastian and Van Der Smagt, Patrick},
    booktitle = {Int. Conf. on Neural Inform. Process.},
    date = {2013},
    pages = {624--630},
    pub_abbrev = {Int. Conf. on Neural Inform. Process.},
    pub_accro = {ICONIP},
    pub_full = {International Conference on Neural Information Processing},
    pub_type = {conference},
    title = {Convolutional Neural Networks learn compact local image descriptors},
    year = {2013}
}

@conference{delhumeau_revisiting_2013,
    abstract = {Recent works on image retrieval have proposed},
    author = {Delhumeau, Jonathan and Gosselin, Philippe-Henri and Jégou, Hervé and Pérez, Patrick},
    booktitle = {ACM Int. Conf. on Multimedia},
    date = {2013},
    doi = {10.1145/2502081.2502171},
    location = {New York, {NY}, {USA}},
    pages = {653--656},
    pub_abbrev = {ACM Int. Conf. on Multimedia},
    pub_accro = {ACMMM},
    pub_full = {ACM International Conference on Multimedia},
    pub_type = {conference},
    title = {Revisiting the {VLAD} Image Representation},
    urldate = {2015-07-20},
    year = {2013}
}

@conference{decann_relating_2013,
    abstract = {CMC},
    author = {{DeCann}, Brian and Ross, Arun},
    booktitle = {Biometrics: Theory, Appl. and Syst.},
    date = {2013},
    pages = {1--8},
    pub_abbrev = {Biometrics: Theory, Appl. and Syst.},
    pub_accro = {BTAS},
    pub_full = {Biometrics: Theory, Applications and Systems},
    pub_type = {conference},
    title = {Relating roc and cmc curves via the biometric menagerie},
    urldate = {2017-04-27},
    year = {2013}
}

@conference{romberg_bundle_2013,
    abstract = {romberg\_bundle\_2013},
    author = {Romberg, Stefan and Lienhart, Rainer},
    booktitle = {ACM Int. Conf. on Multimedia Retrieval},
    date = {2013},
    doi = {10.1145/2461466.2461486},
    eventtitle = {International conference on multimedia retrieval},
    pages = {113},
    pub_abbrev = {ACM Int. Conf. on Multimedia Retrieval},
    pub_accro = {ICMR},
    pub_full = {ACM International Conference on Multimedia Retrieval},
    pub_type = {conference},
    title = {Bundle min-hashing for logo recognition},
    urldate = {2013-11-26},
    year = {2013}
}

@conference{dahl_improving_2013,
    author = {Dahl, George E. and Sainath, Tara N. and Hinton, Geoffrey E.},
    booktitle = {Int. Conf. on Acoust., Speech and Signal Process.},
    date = {2013},
    pages = {8609--8613},
    pub_abbrev = {Int. Conf. on Acoust., Speech and Signal Process.},
    pub_accro = {ICASSP},
    pub_full = {International Conference on Acoustics, Speech and Signal Processing},
    pub_type = {conference},
    title = {Improving Deep Neural Networks for {LVCSR} using Rectified Linear Units and Dropout},
    urldate = {2013-09-05},
    year = {2013}
}

@conference{sun_large_scale_2013,
    abstract = {Event recognition has been an important topic},
    author = {Sun, Chen and Nevatia, R.},
    booktitle = {Winter Appl. of Comput. Vision},
    date = {2013-01},
    doi = {10.1109/WACV.2013.6474994},
    eventtitle = {2013 {IEEE} Workshop on Applications of Computer Vision ({WACV})},
    pages = {15--22},
    pub_abbrev = {Winter Appl. of Comput. Vision},
    pub_accro = {WACV},
    pub_full = {Winter Applications of Computer Vision},
    pub_type = {conference},
    title = {Large-scale web video event classification by use of Fisher Vectors},
    year = {2013}
}

@conference{phillips_support_1999,
    author = {Phillips, P. Jonathon},
    booktitle = {Advances in Neural Inform. Process. Syst.},
    date = {1999},
    pages = {803--809},
    pub_abbrev = {Advances in Neural Inform. Process. Syst.},
    pub_accro = {NIPS},
    pub_full = {Advances in Neural Information Processing Systems},
    pub_type = {conference},
    title = {Support vector machines applied to face recognition},
    urldate = {2015-07-17},
    volume = {285},
    year = {1999}
}

@conference{weiss_spectral_2009,
    author = {Weiss, Yair and Torralba, Antonio and Fergus, Rob},
    booktitle = {Advances in Neural Inform. Process. Syst.},
    date = {2009},
    pages = {1753--1760},
    pub_abbrev = {Advances in Neural Inform. Process. Syst.},
    pub_accro = {NIPS},
    pub_full = {Advances in Neural Information Processing Systems},
    pub_type = {conference},
    title = {Spectral Hashing},
    urldate = {2015-07-21},
    year = {2009}
}

@conference{bo_efficient_2009,
    author = {Bo, Liefeng and Sminchisescu, Cristian},
    booktitle = {Advances in Neural Inform. Process. Syst.},
    date = {2009},
    pages = {135--143},
    pub_abbrev = {Advances in Neural Inform. Process. Syst.},
    pub_accro = {NIPS},
    pub_full = {Advances in Neural Information Processing Systems},
    pub_type = {conference},
    title = {Efficient Match Kernel between Sets of Features for Visual Recognition},
    urldate = {2014-09-02},
    year = {2009}
}

@conference{krizhevsky_imagenet_2012,
    author = {Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoff},
    booktitle = {Advances in Neural Inform. Process. Syst.},
    date = {2012},
    pages = {1106--1114},
    pub_abbrev = {Advances in Neural Inform. Process. Syst.},
    pub_accro = {NIPS},
    pub_full = {Advances in Neural Information Processing Systems},
    pub_type = {conference},
    title = {Imagenet classification with deep convolutional neural networks},
    urldate = {2013-09-05},
    year = {2012}
}

@conference{long_convnets_2014,
    author = {Long, Jonathan L and Zhang, Ning and Darrell, Trevor},
    booktitle = {Advances in Neural Inform. Process. Syst.},
    date = {2014},
    pages = {1601--1609},
    pub_abbrev = {Advances in Neural Inform. Process. Syst.},
    pub_accro = {NIPS},
    pub_full = {Advances in Neural Information Processing Systems},
    pub_type = {conference},
    title = {Do Convnets Learn Correspondence?},
    urldate = {2015-05-06},
    year = {2014}
}

@conference{boureau_theoretical_2010,
    author = {Boureau, Y.-Lan and Ponce, Jean and {LeCun}, Yann},
    booktitle = {Int. Conf. on Mach. Learning},
    date = {2010},
    pages = {111--118},
    pub_abbrev = {Int. Conf. on Mach. Learning},
    pub_accro = {ICML},
    pub_full = {International Conference on Machine Learning},
    pub_type = {conference},
    title = {A theoretical analysis of feature pooling in visual recognition},
    urldate = {2014-09-30},
    year = {2010}
}

@conference{vinod_rectified_2010,
    abstract = {leaky rectified units {LRU}},
    author = {Vinod, Nair and Hinton, Geoffrey},
    booktitle = {Int. Conf. on Mach. Learning},
    date = {2010},
    pages = {807--814},
    pub_abbrev = {Int. Conf. on Mach. Learning},
    pub_accro = {ICML},
    pub_full = {International Conference on Machine Learning},
    pub_type = {conference},
    title = {Rectified Linear Units Improve Restricted Boltzmann Machines},
    year = {2010}
}

@conference{sutskever_importance_2013,
    author = {Sutskever, Ilya and Martens, James and Dahl, George and Hinton, Geoffrey},
    booktitle = {Int. Conf. on Mach. Learning},
    date = {2013},
    pages = {1139--1147},
    pub_abbrev = {Int. Conf. on Mach. Learning},
    pub_accro = {ICML},
    pub_full = {International Conference on Machine Learning},
    pub_type = {conference},
    title = {On the importance of initialization and momentum in deep learning},
    urldate = {2015-07-22},
    year = {2013}
}

@conference{maas_rectifier_2013,
    abstract = {RLU},
    author = {Maas, Andrew L. and Hannun, Awni Y. and Ng, Andrew Y.},
    booktitle = {Int. Conf. on Mach. Learning},
    date = {2013},
    pages = {1--6},
    pub_abbrev = {Int. Conf. on Mach. Learning},
    pub_accro = {ICML},
    pub_full = {International Conference on Machine Learning},
    pub_type = {conference},
    title = {Rectifier nonlinearities improve neural network acoustic models},
    urldate = {2015-07-20},
    volume = {30},
    year = {2013}
}

@conference{goodfellow_maxout_2013,
    abstract = {We consider the problem of designing models},
    author = {Goodfellow, Ian J. and Warde-Farley, David and Mirza, Mehdi and Courville, Aaron and Bengio, Yoshua},
    booktitle = {Int. Conf. on Mach. Learning},
    date = {2013-02-18},
    eprint = {1302.4389},
    eprinttype = {arxiv},
    pages = {1319--1327},
    pub_abbrev = {Int. Conf. on Mach. Learning},
    pub_accro = {ICML},
    pub_full = {International Conference on Machine Learning},
    pub_type = {conference},
    title = {Maxout Networks},
    urldate = {2015-07-21},
    volume = {28},
    year = {2013}
}

@conference{donahue_decaf_2014,
    author = {Donahue, Jeff and Jia, Yangqing and Vinyals, Oriol and Hoffman, Judy and Zhang, Ning and Tzeng, Eric and Darrell, Trevor},
    booktitle = {Int. Conf. on Mach. Learning},
    date = {2014},
    pages = {647--655},
    pub_abbrev = {Int. Conf. on Mach. Learning},
    pub_accro = {ICML},
    pub_full = {International Conference on Machine Learning},
    pub_type = {conference},
    title = {{DeCAF}: A Deep Convolutional Activation Feature for Generic Visual Recognition},
    urldate = {2013-12-12},
    year = {2014}
}

@conference{arandjelovic_dislocation_2014,
    abstract = {hamming embeding, distinctiveness},
    author = {Arandjelovic, Relja and Zisserman, Andrew},
    booktitle = {Asian Conf. on Comput. Vision},
    date = {2014},
    pages = {188--204},
    pub_abbrev = {Asian Conf. on Comput. Vision},
    pub_accro = {ACCV},
    pub_full = {Asian Conference on Computer Vision},
    pub_type = {conference},
    title = {DisLocation: Scalable descriptor distinctiveness for location recognition},
    urldate = {2015-05-22},
    year = {2014}
}

@conference{chatfield_efficient_2014,
    abstract = {We investigate the gains in precision and},
    author = {Chatfield, Ken and Simonyan, Karen and Zisserman, Andrew},
    booktitle = {Asian Conf. on Comput. Vision},
    date = {2014-11-5},
    pages = {129--145},
    pub_abbrev = {Asian Conf. on Comput. Vision},
    pub_accro = {ACCV},
    pub_full = {Asian Conference on Computer Vision},
    pub_type = {conference},
    title = {Efficient On-the-fly Category Retrieval using {ConvNets} and {GPUs}},
    urldate = {2015-05-11},
    year = {2014}
}

@conference{simonyan_very_2015,
    abstract = {VGG-Net orig},
    author = {Simonyan, Karen and Zisserman, Andrew},
    booktitle = {Int. Conf. on Learning Representations},
    date = {2015},
    doi = {1409.1556},
    eprint = {1409.1556},
    eprinttype = {arxiv},
    pages = {1--14},
    pub_abbrev = {Int. Conf. on Learning Representations},
    pub_accro = {ICLR},
    pub_full = {International Conference on Learning Representations},
    pub_type = {conference},
    title = {Very Deep Convolutional Networks for Large-Scale Image Recognition},
    urldate = {2015-05-21},
    year = {2015}
}

@conference{lowe_object_1999,
    author = {Lowe, David G.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {1999},
    pages = {1150--1157},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Object recognition from local scale-invariant features},
    urldate = {2015-07-20},
    volume = {2},
    year = {1999}
}

@conference{mikolajczyk_indexing_2001,
    abstract = {Harris-Laplace},
    author = {Mikolajczyk, K. and Schmid, C.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2001},
    doi = {10.1109/ICCV.2001.937561},
    eventtitle = {Eighth {IEEE} International Conference on Computer Vision, 2001. {ICCV} 2001. Proceedings},
    pages = {525--531},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Indexing based on scale invariant interest points},
    volume = {1},
    year = {2001}
}

@conference{sivic_video_2003,
    abstract = {We describe an approach to object and},
    author = {Sivic, J. and Zisserman, A.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2003},
    doi = {10.1109/ICCV.2003.1238663},
    eventtitle = {ICCV},
    pages = {1470--1477},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Video Google: a text retrieval approach to object matching in videos},
    year = {2003}
}

@conference{jurie_creating_2005,
    abstract = {Visual codebook based quantization of robust appearance},
    author = {Jurie, F. and Triggs, B.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2005-10},
    doi = {10.1109/ICCV.2005.66},
    eventtitle = {Tenth {IEEE} International Conference on Computer Vision, 2005. {ICCV} 2005},
    pages = {604--610},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Creating efficient codebooks for visual recognition},
    volume = {1},
    year = {2005}
}

@conference{grauman_pyramid_2005,
    abstract = {pyramid-match-kernel},
    author = {Grauman, K. and Darrell, T.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2005-10},
    doi = {10.1109/ICCV.2005.239},
    eventtitle = {Tenth {IEEE} International Conference on Computer Vision, 2005. {ICCV} 2005},
    pages = {1458--1465},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {The pyramid match kernel: discriminative classification with sets of image features},
    volume = {2},
    year = {2005}
}

@conference{chum_total_2007,
    abstract = {chum\_total\_2007},
    author = {Chum, Ondřej and Philbin, James and Sivic, Josef and Isard, Michael and Zisserman, Andrew},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2007},
    pages = {1--8},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Total recall: Automatic query expansion with a generative feature model for object retrieval},
    year = {2007}
}

@conference{varma_learning_2007,
    abstract = {We investigate the problem of learning optimal},
    author = {Varma, M. and Ray, D.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2007-10},
    doi = {10.1109/ICCV.2007.4408875},
    eventtitle = {IEEE 11th International Conference on Computer Vision, 2007. {ICCV} 2007},
    pages = {1--8},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Learning The Discriminative Power-Invariance Trade-Off},
    year = {2007}
}

@conference{marszalek_learning_2007,
    abstract = {This talk discussed our object-class recognition method},
    author = {Marszałek, Marcin and Schmid, Cordelia and Harzallah, Hedi and Weijer, Joost Van de},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2007-10-15},
    pages = {1--21},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Learning Object Representations for Visual Object Class Recognition},
    urldate = {2015-07-22},
    year = {2007}
}

@conference{vedaldi_multiple_2009,
    abstract = {vedaldi\_multiple\_2009, error in results},
    author = {Vedaldi, A. and Gulshan, V. and Varma, M. and Zisserman, A.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2009},
    doi = {10.1109/ICCV.2009.5459183},
    eventtitle = {ICCV},
    pages = {606--613},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Multiple kernels for object detection},
    year = {2009}
}

@conference{turcot_better_2009,
    author = {Turcot, Panu and Lowe, David G.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2009},
    pages = {2109--2116},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Better matching with fewer features: The selection of useful features in large database recognition problems},
    urldate = {2013-12-02},
    year = {2009}
}

@conference{fulkerson_class_2009,
    abstract = {We propose a method to identify and},
    author = {Fulkerson, B. and Vedaldi, A. and Soatto, S.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2009-09},
    doi = {10.1109/ICCV.2009.5459175},
    eventtitle = {2009 {IEEE} 12th International Conference on Computer Vision},
    pages = {670--677},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Class segmentation and object localization with superpixel neighborhoods},
    year = {2009}
}

@conference{liu_defense_2011,
    abstract = {soft-assign},
    author = {Liu, Lingqiao and Wang, Lei and Liu, Xinwang},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2011},
    pages = {2486--2493},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {In defense of soft-assignment coding},
    urldate = {2013-11-26},
    year = {2011}
}

@conference{leutenegger_brisk_2011,
    abstract = {Effective and efficient generation of keypoints from},
    author = {Leutenegger, S. and Chli, M. and Siegwart, R.Y.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2011-11},
    doi = {10.1109/ICCV.2011.6126542},
    eventtitle = {2011 {IEEE} International Conference on Computer Vision ({ICCV})},
    pages = {2548--2555},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {{BRISK}: Binary Robust invariant scalable keypoints},
    year = {2011}
}

@conference{zhang_sparse_2011,
    abstract = {As a recently proposed technique, sparse representation},
    author = {Zhang, D. and Yang, Meng and Feng, Xiangchu},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2011-11},
    doi = {10.1109/ICCV.2011.6126277},
    eventtitle = {2011 {IEEE} International Conference on Computer Vision ({ICCV})},
    pages = {471--478},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Sparse representation or collaborative representation: Which helps face recognition?},
    year = {2011}
}

@conference{torii_visual_2011,
    abstract = {We seek to predict the {GPS} location},
    author = {Torii, A. and Sivic, J. and Pajdla, T.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2011-11},
    doi = {10.1109/ICCVW.2011.6130230},
    eventtitle = {2011 {IEEE} International Conference on Computer Vision Workshops ({ICCV} Workshops)},
    pages = {102--109},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Visual localization by linear combination of image descriptors},
    year = {2011}
}

@conference{berg_how_2013,
    author = {Berg, Thomas and Belhumeur, Peter N.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2013},
    pages = {9--16},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {How Do You Tell a Blackbird from a Crow?},
    year = {2013}
}

@conference{tolias_aggregate_2013,
    abstract = {This paper considers a family of metrics},
    author = {Tolias, G. and Avrithis, Y. and Jégou, H.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2013-12},
    doi = {10.1109/ICCV.2013.177},
    eventtitle = {2013 {IEEE} International Conference on Computer Vision ({ICCV})},
    pages = {1401--1408},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {To Aggregate or Not to aggregate: Selective Match Kernels for Image Search},
    year = {2013}
}

@conference{karanam_person_2015,
    abstract = {Person re-identification},
    author = {Karanam, Srikrishna and Li, Yang and Radke, Richard J.},
    booktitle = {Int. Conf. on Comput. Vision},
    date = {2015},
    pages = {4516--4524},
    pub_abbrev = {Int. Conf. on Comput. Vision},
    pub_accro = {ICCV},
    pub_full = {International Conference on Computer Vision},
    pub_type = {conference},
    title = {Person re-identification with discriminatively trained viewpoint invariant dictionaries},
    urldate = {2017-01-26},
    year = {2015}
}

@conference{parham_detecting_2016,
    abstract = {Photographic censusing can be partly automated by},
    author = {Parham, J. and Stewart, C.},
    booktitle = {Winter Appl. of Comput. Vision Workshops},
    date = {2016-03},
    doi = {10.1109/WACVW.2016.7470122},
    eventtitle = {2016 {IEEE} Winter Applications of Computer Vision Workshops ({WACVW})},
    pages = {1--9},
    pub_abbrev = {Winter Appl. of Comput. Vision Workshops},
    pub_accro = {WACVW},
    pub_full = {Winter Applications of Computer Vision Workshops},
    pub_type = {conference},
    title = {Detecting Plains and Grevy's Zebras in th Real World},
    year = {2016}
}

@conference{lindeberg_shape_adapted_1994,
    abstract = {Hessian-Affine},
    author = {Lindeberg, Tony and Gaarding, Jonas},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {1994},
    pages = {389--400},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Shape-adapted smoothing in estimation of 3-d depth cues from affine distortions of local 2-d brightness structure},
    urldate = {2015-06-11},
    year = {1994}
}

@conference{csurka_visual_2004,
    abstract = {an orig bow-svm},
    author = {Csurka, Gabriella and Dance, Christopher and Fan, Lixin and Willamowski, Jutta and Bray, Cédric},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2004},
    pages = {1--2},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Visual categorization with bags of keypoints},
    urldate = {2015-07-16},
    volume = {1},
    year = {2004}
}

@conference{rosten_machine_2006,
    abstract = {FAST},
    author = {Rosten, Edward and Drummond, Tom},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2006},
    pages = {430--443},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Machine Learning for High-Speed Corner Detection},
    urldate = {2015-07-20},
    year = {2006}
}

@conference{bay_surf_2006,
    abstract = {In this paper, we present a novel},
    author = {Bay, Herbert and Tuytelaars, Tinne and Gool, Luc Van},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2006-01-01},
    pages = {404--417},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {{SURF}: Speeded Up Robust Features},
    urldate = {2014-01-20},
    year = {2006}
}

@conference{jegou_hamming_2008,
    abstract = {This paper improves recent methods for large},
    author = {Jégou, Hervé and Douze, Matthijs and Schmid, Cordelia},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2008},
    pages = {304--317},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Hamming Embedding and Weak Geometric Consistency for Large Scale Image Search},
    urldate = {2015-04-14},
    year = {2008}
}

@conference{liu_sift_2008,
    abstract = {While image registration has been studied in},
    author = {Liu, Ce and Yuen, Jenny and Torralba, Antonio and Sivic, Josef and Freeman, William T.},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2008-01-01},
    pages = {28--42},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {{SIFT} Flow: Dense Correspondence across Different Scenes},
    urldate = {2013-11-26},
    year = {2008}
}

@conference{philbin_descriptor_2010,
    author = {Philbin, James and Isard, Michael and Sivic, Josef and Zisserman, Andrew},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2010},
    pages = {677--691},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Descriptor learning for efficient retrieval},
    urldate = {2015-07-15},
    year = {2010}
}

@conference{mikulik_learning_2010,
    abstract = {mikulik\_learning\_2010},
    author = {Mikulík, Andrej and Perdoch, Michal and Chum, Ondřej and Matas, Jiří},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2010},
    pages = {1--14},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Learning a fine vocabulary},
    urldate = {2015-07-16},
    year = {2010}
}

@conference{branson_visual_2010,
    author = {Branson, Steve and Wah, Catherine and Schroff, Florian and Babenko, Boris and Welinder, Peter and Perona, Pietro and Belongie, Serge},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2010},
    pages = {438--451},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Visual recognition with humans in the loop},
    urldate = {2016-10-26},
    year = {2010}
}

@conference{calonder_brief_2010,
    author = {Calonder, Michael and Lepetit, Vincent and Strecha, Christoph and Fua, Pascal},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2010},
    pages = {778--792},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Brief: Binary robust independent elementary features},
    urldate = {2015-07-20},
    year = {2010}
}

@conference{yang_efficient_2010,
    abstract = {Sparse coding of sensory data has recently},
    author = {Yang, Jianchao and Yu, Kai and Huang, Thomas},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2010},
    pages = {113--126},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Efficient Highly Over-Complete Sparse Coding Using a Mixture Model},
    urldate = {2015-07-21},
    year = {2010}
}

@conference{perronnin_improving_2010,
    abstract = {makes {FV} sota},
    author = {Perronnin, Florent and Sánchez, Jorge and Mensink, Thomas},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2010},
    pages = {143--156},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Improving the fisher kernel for large-scale image classification},
    urldate = {2015-07-16},
    year = {2010}
}

@conference{hirzer_relaxed_2012,
    author = {Hirzer, Martin and Roth, Peter and Köstinger, Martin and Bischof, Horst},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2012},
    pages = {780--793},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Relaxed pairwise learned metric for person re-identification},
    urldate = {2017-04-24},
    year = {2012}
}

@conference{ma_local_2012,
    abstract = {This paper proposes a new descriptor for},
    author = {Ma, Bingpeng and Su, Yu and Jurie, Frédéric},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2012},
    pages = {413--422},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Local Descriptors Encoded by Fisher Vectors for Person Re-identification},
    urldate = {2015-07-20},
    year = {2012}
}

@conference{simonyan_descriptor_2012,
    author = {Simonyan, Karen and Vedaldi, Andrea and Zisserman, Andrew},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2012},
    pages = {243--256},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Descriptor Learning Using Convex Optimisation},
    urldate = {2015-05-11},
    year = {2012}
}

@conference{jegou_negative_2012,
    abstract = {jegou\_negative\_2012},
    author = {Jégou, Hervé and Chum, Ondřej},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2012},
    pages = {774--787},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Negative evidences and co-occurences in image retrieval: The benefit of {PCA} and whitening},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{cao_learning_2012,
    author = {Cao, Song and Snavely, Noah},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2012},
    pages = {259--270},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Learning to match images in large-scale collections},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{zeiler_visualizing_2014,
    abstract = {Large Convolutional Network models have recently demonstrated},
    author = {Zeiler, Matthew D. and Fergus, Rob},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2014-01-01},
    pages = {818--833},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Visualizing and Understanding Convolutional Networks},
    urldate = {2014-08-25},
    year = {2014}
}

@conference{gong_multi_scale_2014,
    abstract = {vlad},
    author = {Gong, Yunchao and Wang, Liwei and Guo, Ruiqi and Lazebnik, Svetlana},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2014-03-07},
    eprint = {1403.1840},
    eprinttype = {arxiv},
    pages = {392--407},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Multi-scale Orderless Pooling of Deep Convolutional Activation Features},
    urldate = {2014-08-28},
    volume = {8695},
    year = {2014}
}

@conference{he_spatial_2014,
    abstract = {Existing deep convolutional neural networks ({CNNs}) require},
    author = {He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2014-09-06},
    pages = {346--361},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition},
    urldate = {2015-07-21},
    year = {2014}
}

@conference{shi_embedding_2016,
    author = {Shi, Hailin and Yang, Yang and Zhu, Xiangyu and Liao, Shengcai and Lei, Zhen and Zheng, Weishi and Li, Stan Z.},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2016},
    pages = {732--748},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {Embedding Deep Metric for Person Re-identification: A Study Against Large Variations},
    urldate = {2016-11-02},
    year = {2016}
}

@conference{radenovic_cnn_2016,
    author = {Radenović, Filip and Tolias, Giorgos and Chum, Ondřej},
    booktitle = {Eur. Conf. on Comput. Vision},
    date = {2016-10-08},
    eventtitle = {European Conference on Computer Vision},
    pages = {3--20},
    pub_abbrev = {Eur. Conf. on Comput. Vision},
    pub_accro = {ECCV},
    pub_full = {European Conference on Computer Vision},
    pub_type = {conference},
    title = {{CNN} Image Retrieval Learns from {BoW}: Unsupervised Fine-Tuning with Hard Examples},
    urldate = {2017-01-26},
    year = {2016}
}

@conference{beis_shape_1997,
    abstract = {BBF best bin first},
    author = {Beis, Jeffrey S. and Lowe, David G.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {1997},
    pages = {1000--1006},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Shape indexing using approximate nearest-neighbour search in high-dimensional spaces},
    urldate = {2015-07-15},
    year = {1997}
}

@conference{baumberg_reliable_2000,
    author = {Baumberg, Adam},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2000},
    pages = {774--781},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Reliable feature matching across widely separated views},
    urldate = {2014-02-06},
    volume = {1},
    year = {2000}
}

@conference{ren_learning_2003,
    abstract = {superpixels},
    author = {Ren, Xiaofeng and Malik, Jitendra},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2003},
    pages = {10--17},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Learning a classification model for segmentation},
    urldate = {2015-06-11},
    year = {2003}
}

@conference{mori_recovering_2004,
    abstract = {superpixels},
    author = {Mori, Greg and Ren, Xiaofeng and Efros, Alexei and Malik, Jitendra and {others}},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2004},
    pages = {II--326},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Recovering human body configurations: Combining segmentation and recognition},
    urldate = {2015-06-11},
    volume = {2},
    year = {2004}
}

@conference{ke_pca_sift_2004,
    abstract = {Stable local feature detection and representation is},
    author = {Ke, Yan and Sukthankar, R.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2004-06},
    doi = {10.1109/CVPR.2004.1315206},
    eventtitle = {Proceedings of the 2004 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition, 2004. {CVPR} 2004},
    pages = {II--506--II--513},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{PCA}-{SIFT}: a more distinctive representation for local image descriptors},
    volume = {2},
    year = {2004}
}

@conference{dalal_histograms_2005,
    author = {Dalal, Navneet and Triggs, Bill},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2005},
    pages = {886--893},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Histograms of oriented gradients for human detection},
    urldate = {2013-11-26},
    volume = {1},
    year = {2005}
}

@conference{chopra_learning_2005,
    abstract = {We present a method for training a},
    author = {Chopra, S. and Hadsell, R. and {LeCun}, Y.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2005-06},
    doi = {10.1109/CVPR.2005.202},
    eventtitle = {{IEEE} Computer Society Conference on Computer Vision and Pattern Recognition, 2005. {CVPR} 2005},
    pages = {539--546},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Learning a similarity metric discriminatively, with application to face verification},
    volume = {1},
    year = {2005}
}

@conference{nister_scalable_2006,
    author = {Nister, David and Stewenius, Henrik},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2006},
    pages = {2161--2168},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Scalable recognition with a vocabulary tree},
    urldate = {2013-11-26},
    volume = {2},
    year = {2006}
}

@conference{lazebnik_beyond_2006,
    abstract = {spatial pyramid},
    author = {Lazebnik, S. and Schmid, C. and Ponce, J.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2006},
    doi = {10.1109/CVPR.2006.68},
    eventtitle = {CVPR},
    pages = {2169--2178},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories},
    urldate = {2013-11-26},
    volume = {2},
    year = {2006}
}

@conference{philbin_object_2007,
    abstract = {philbin\_object\_2007},
    author = {Philbin, James and Chum, Ondřej and Isard, Michael and Sivic, Josef and Zisserman, Andrew},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2007},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Object retrieval with large vocabularies and fast spatial matching},
    urldate = {2013-11-26},
    year = {2007}
}

@conference{perronnin_fisher_2007,
    author = {Perronnin, F. and Dance, C.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2007-06},
    doi = {10.1109/CVPR.2007.383266},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2007. {CVPR} '07},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Fisher Kernels on Visual Vocabularies for Image Categorization},
    year = {2007}
}

@conference{boiman_defense_2008,
    author = {Boiman, Oren and Shechtman, Eli and Irani, Michal},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2008},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {In defense of nearest-neighbor based image classification},
    urldate = {2013-11-26},
    year = {2008}
}

@conference{silpa_anan_optimised_2008,
    abstract = {kdtrees},
    author = {Silpa-Anan, C. and Hartley, R.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2008},
    doi = {10.1109/CVPR.2008.4587638},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2008. {CVPR} 2008},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Optimised {KD}-trees for fast image descriptor matching},
    year = {2008}
}

@conference{philbin_lost_2008,
    abstract = {philbin\_lost\_2008},
    author = {Philbin, James and Chum, Ondřej and Isard, Michael and Sivic, Josef and Zisserman, Andrew},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2008},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Lost in quantization: Improving particular object retrieval in large scale image databases},
    urldate = {2013-11-26},
    year = {2008}
}

@conference{maji_classification_2008,
    abstract = {Straightforward classification using kernelized {SVMs} requires evaluating},
    author = {Maji, S. and Berg, A.C. and Malik, J.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2008},
    doi = {10.1109/CVPR.2008.4587630},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2008. {CVPR} 2008},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Classification using intersection kernel support vector machines is efficient},
    year = {2008}
}

@conference{tola_fast_2008,
    abstract = {DAISY orig},
    author = {Tola, Engin and Lepetit, V. and Fua, P.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2008-06},
    doi = {10.1109/CVPR.2008.4587673},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2008. {CVPR} 2008},
    pages = {1--8},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {A fast local descriptor for dense matching},
    year = {2008}
}

@conference{chum_geometric_2009,
    abstract = {chum\_geometric\_2009},
    author = {Chum, Ondřej and Perdoch, Michal and Matas, Jiří},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2009},
    pages = {17--24},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Geometric min-hashing: Finding a (thick) needle in a haystack},
    urldate = {2013-11-26},
    year = {2009}
}

@conference{deng_imagenet_2009,
    abstract = {image net},
    author = {Deng, Jia and Dong, Wei and Socher, R. and Li, Li-Jia and Li, Kai and Fei-Fei, Li},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2009},
    doi = {10.1109/CVPR.2009.5206848},
    eventtitle = {CVPR},
    pages = {248--255},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{ImageNet} - A large-scale hierarchical image database},
    year = {2009}
}

@conference{perdoch_efficient_2009,
    abstract = {perdoch\_efficient\_2009},
    author = {Perdoch, Michal and Chum, Ondřej and Matas, Jiří},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2009},
    pages = {9--16},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Efficient representation of local geometry for large scale object retrieval},
    urldate = {2013-11-26},
    year = {2009}
}

@conference{winder_picking_2009,
    abstract = {Local image descriptors that are highly discriminative,},
    author = {Winder, S. and Hua, Gang and Brown, M.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2009-06},
    doi = {10.1109/CVPR.2009.5206839},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2009. {CVPR} 2009},
    pages = {178--185},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Picking the best {DAISY}},
    year = {2009}
}

@conference{yang_linear_2009,
    abstract = {Recently {SVMs} using spatial pyramid matching ({SPM})},
    author = {Yang, Jianchao and Yu, Kai and Gong, Yihong and Huang, T.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2009-06},
    doi = {10.1109/CVPR.2009.5206757},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2009. {CVPR} 2009},
    pages = {1794--1801},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Linear spatial pyramid matching using sparse coding for image classification},
    year = {2009}
}

@conference{jegou_burstiness_2009,
    abstract = {bursty},
    author = {Jégou, H. and Douze, M. and Schmid, C.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2009-06},
    doi = {10.1109/CVPR.2009.5206609},
    eventtitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, 2009. {CVPR} 2009},
    pages = {1169--1176},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {On the burstiness of visual elements},
    year = {2009}
}

@conference{perronnin_large_scale_2010,
    abstract = {nonlinear-svm},
    author = {Perronnin, Florent and Sánchez, Jorge and Liu, Yan},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2010},
    pages = {2297--2304},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Large-scale image categorization with explicit data embedding},
    urldate = {2015-07-16},
    year = {2010}
}

@conference{perronnin_large_scale_2010_1,
    author = {Perronnin, Florent and Liu, Yan and Sánchez, Jorge and Poirier, Hervé},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2010},
    pages = {3384--3391},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Large-scale image retrieval with compressed fisher vectors},
    urldate = {2015-07-15},
    year = {2010}
}

@conference{wang_locality_constrained_2010,
    abstract = {The traditional {SPM} approach based on bag-of-features},
    author = {Wang, Jinjun and Yang, Jianchao and Yu, Kai and Lv, Fengjun and Huang, T. and Gong, Yihong},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2010-06},
    doi = {10.1109/CVPR.2010.5540018},
    eventtitle = {2010 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {3360--3367},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Locality-constrained Linear Coding for image classification},
    year = {2010}
}

@conference{boureau_learning_2010,
    abstract = {Many successful models for scene or object},
    author = {Boureau, Y.-L. and Bach, F. and {LeCun}, Y. and Ponce, J.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2010-06},
    doi = {10.1109/CVPR.2010.5539963},
    eventtitle = {2010 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {2559--2566},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Learning mid-level features for recognition},
    year = {2010}
}

@conference{yang_supervised_2010,
    abstract = {In this paper, we propose a novel},
    author = {Yang, Jianchao and Yu, Kai and Huang, T.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2010-06},
    doi = {10.1109/CVPR.2010.5539958},
    eventtitle = {2010 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {3517--3524},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Supervised translation-invariant sparse coding},
    year = {2010}
}

@conference{jegou_aggregating_2010,
    abstract = {vlad orig},
    author = {Jégou, H. and Douze, M. and Schmid, C. and Perez, P.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2010-06},
    doi = {10.1109/CVPR.2010.5540039},
    eventtitle = {2010 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {3304--3311},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Aggregating local descriptors into a compact image representation},
    year = {2010}
}

@conference{belhumeur_localizing_2011,
    author = {Belhumeur, Peter N. and Jacobs, David W. and Kriegman, David J. and Kumar, Neeraj},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2011},
    pages = {545--552},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Localizing parts of faces using a consensus of exemplars},
    urldate = {2014-01-23},
    year = {2011}
}

@conference{chum_total_2011,
    abstract = {chum\_total\_2011},
    author = {Chum, Ondřej and Mikulík, Andrej and Perdoch, Michal and Matas, Jiří},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2011},
    pages = {889--896},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Total recall {II}: Query expansion revisited},
    urldate = {2013-11-26},
    year = {2011}
}

@conference{zhang_image_2011,
    abstract = {zhang\_image\_2011},
    author = {Zhang, Yimeng and Jia, Zhaoyin and Chen, Tsuhan},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2011},
    pages = {809--816},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Image retrieval with geometry-preserving visual phrases},
    urldate = {2013-11-26},
    year = {2011}
}

@conference{douze_combining_2011,
    author = {Douze, M. and Ramisa, A. and Schmid, C.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2011-06},
    doi = {10.1109/CVPR.2011.5995595},
    eventtitle = {2011 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {745--752},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Combining attributes and Fisher vectors for efficient image retrieval},
    year = {2011}
}

@conference{qin_hello_2011,
    abstract = {This paper introduces a simple yet effective},
    author = {Qin, Danfeng and Gammeter, S. and Bossard, L. and Quack, T. and Van Gool, L.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2011-06},
    doi = {10.1109/CVPR.2011.5995373},
    eventtitle = {Computer Vision and Pattern Recognition ({CVPR})},
    pages = {777--784},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Hello neighbor: Accurate object retrieval with k-reciprocal nearest neighbors},
    year = {2011}
}

@conference{mccann_local_2012,
    author = {{McCann}, Sancho and Lowe, David G.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    pages = {3650--3656},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Local naive bayes nearest neighbor for image classification},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{hassner_sifts_2012,
    author = {Hassner, Tal and Mayzels, Viki and Zelnik-Manor, Lihi},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    pages = {1522--1528},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {On sifts and their scales},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{chum_fast_2012,
    abstract = {chum\_fast\_2012},
    author = {Chum, Ondřej and Matas, Jiří},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    pages = {3077--3084},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Fast computation of min-Hash signatures for image collections},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{dantone_real_time_2012,
    author = {Dantone, M. and Gall, J. and Fanelli, G. and Van Gool, L.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    doi = {10.1109/CVPR.2012.6247976},
    eventtitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {2578--2585},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Real-time facial feature detection using conditional regression forests},
    year = {2012}
}

@conference{alahi_freak_2012,
    author = {Alahi, Alexandre and Ortiz, Raphael and Vandergheynst, Pierre},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    pages = {510--517},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Freak: Fast retina keypoint},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{arandjelovic_three_2012,
    abstract = {arandjelovic\_three\_2012},
    author = {Arandjelovic, Relja and Zisserman, Andrew},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    pages = {2911--2918},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Three things everyone should know to improve object retrieval},
    urldate = {2013-11-26},
    year = {2012}
}

@conference{parkhi_cats_2012,
    author = {Parkhi, O.M. and Vedaldi, A. and Zisserman, A. and Jawahar, C.V.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012},
    doi = {10.1109/CVPR.2012.6248092},
    eventtitle = {CVPR},
    pages = {3498--3505},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Cats and dogs},
    year = {2012}
}

@conference{ciresan_multi_column_2012,
    abstract = {Traditional methods of computer vision and machine},
    author = {Ciresan, D. and Meier, U. and Schmidhuber, J.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012-06},
    doi = {10.1109/CVPR.2012.6248110},
    eventtitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {3642--3649},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Multi-column deep neural networks for image classification},
    year = {2012}
}

@conference{cinbis_image_2012,
    abstract = {The bag-of-words ({BoW}) model treats images as},
    author = {Cinbis, R.G. and Verbeek, J. and Schmid, C.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012-06},
    doi = {10.1109/CVPR.2012.6247926},
    eventtitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {2184--2191},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Image categorization using Fisher kernels of non-iid image models},
    year = {2012}
}

@conference{huang_learning_2012,
    abstract = {Most modern face recognition systems rely on},
    author = {Huang, G.B. and Lee, Honglak and Learned-Miller, E.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2012-06},
    doi = {10.1109/CVPR.2012.6247968},
    eventtitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {2518--2525},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Learning hierarchical representations for face verification with convolutional deep belief networks},
    year = {2012}
}

@conference{dean_fast_2013,
    author = {Dean, Thomas and Ruzon, Mark A. and Segal, Mark and Shlens, Jonathon and Vijayanarasimhan, Sudheendra and Yagnik, Jay},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013},
    pages = {1814--1821},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Fast, Accurate Detection of 100,000 Object Classes on a Single Machine},
    urldate = {2013-09-05},
    year = {2013}
}

@conference{levy_svm_minus_2013,
    author = {Levy, Lior Wolf Noga},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013},
    pages = {529--534},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {The {SVM}-minus Similarity Score for Video Face Recognition},
    urldate = {2013-09-09},
    year = {2013}
}

@conference{berg_poof_2013,
    author = {Berg, Thomas and Belhumeur, Peter N.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013},
    pages = {955--962},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{POOF}: Part-Based One-vs-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation},
    urldate = {2013-12-12},
    year = {2013}
}

@conference{sun_deep_2013,
    author = {Sun, Yi and Wang, Xiaogang and Tang, Xiaoou},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013},
    pages = {3476--3483},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Deep Convolutional Network Cascade for Facial Point Detection},
    urldate = {2013-09-06},
    year = {2013}
}

@conference{tao_locality_2013,
    author = {Tao, Ran and Gavves, Efstratios and Snoek, Cees and Smeulders, Arnold},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013},
    pages = {2091--2098},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Locality in Generic Instance Search from One Example},
    urldate = {2014-08-28},
    year = {2013}
}

@conference{ge_optimized_2013,
    author = {Ge, Tiezheng and He, Kaiming and Ke, Qifa and Sun, Jian},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013},
    pages = {2946--2953},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Optimized product quantization for approximate nearest neighbor search},
    urldate = {2013-09-09},
    year = {2013}
}

@conference{arandjelovic_all_2013,
    abstract = {MultiVLAD},
    author = {Arandjelovic, R. and Zisserman, A.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013-06},
    doi = {10.1109/CVPR.2013.207},
    eventtitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {1578--1585},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {All About {VLAD}},
    year = {2013}
}

@conference{chen_blessing_2013,
    abstract = {Making a high-dimensional (e.g., 100K-dim) feature for},
    author = {Chen, Dong and Cao, Xudong and Wen, Fang and Sun, Jian},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013-06},
    doi = {10.1109/CVPR.2013.389},
    eventtitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {3025--3032},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification},
    year = {2013}
}

@conference{juneja_blocks_2013,
    author = {Juneja, M. and Vedaldi, A and Jawahar, C.V. and Zisserman, A},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2013-06},
    doi = {10.1109/CVPR.2013.124},
    eventtitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {923--930},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Blocks That Shout: Distinctive Parts for Scene Classification},
    year = {2013}
}

@conference{murray_generalized_2014,
    author = {Murray, Naila and Perronnin, Florent},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014},
    pages = {2473--2480},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Generalized max pooling},
    urldate = {2014-09-30},
    year = {2014}
}

@conference{catherine_wah_similarity_2014,
    author = {{Catherine Wah} and {Grant Van Horn} and {Steve Branson} and {Subhransu Maji} and {Pietro Perona} and {Serge Belongie}},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014},
    pages = {859--866},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Similarity Comparisons for Interactive Fine-Grained Categorization},
    year = {2014}
}

@conference{razavian_cnn_2014,
    abstract = {off-the-shelf astounding baseline},
    author = {Razavian, Ali Sharif and Azizpour, Hossein and Sullivan, Josephine and Carlsson, Stefan},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014-03-23},
    eprint = {1403.6382},
    eprinttype = {arxiv},
    pages = {806--813},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{CNN} Features off-the-shelf: an Astounding Baseline for Recognition},
    urldate = {2014-08-25},
    year = {2014}
}

@conference{jegou_triangulation_2014,
    abstract = {We consider the design of a single},
    author = {Jégou, Hervé and Zisserman, Andrew},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014-04},
    pages = {3310--3317},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Triangulation embedding and democratic aggregation for image search},
    urldate = {2014-08-28},
    year = {2014}
}

@conference{girshick_rich_2014,
    abstract = {Object detection performance, as measured on the},
    author = {Girshick, R. and Donahue, J. and Darrell, T. and Malik, J.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014-06},
    doi = {10.1109/CVPR.2014.81},
    eventtitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {580--587},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation},
    year = {2014}
}

@conference{taigman_deepface_2014,
    abstract = {In modern face recognition, the conventional pipeline},
    author = {Taigman, Y. and Yang, Ming and Ranzato, M. and Wolf, L.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014-06},
    doi = {10.1109/CVPR.2014.220},
    eventtitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
    pages = {1701--1708},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{DeepFace}: Closing the Gap to Human-Level Performance in Face Verification},
    year = {2014}
}

@conference{oquab_learning_2014,
    abstract = {Convolutional neural networks ({CNN}) have recently shown},
    author = {Oquab, Maxime and Bottou, Léon and Laptev, Ivan and Sivic, Josef},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2014-06},
    pages = {1717--1724},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks},
    urldate = {2014-08-25},
    year = {2014}
}

@conference{mahendran_understanding_2015,
    author = {Mahendran, Aravindh and Vedaldi, Andrea},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015},
    pages = {5188--5196},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Understanding deep image representations by inverting them},
    urldate = {2015-07-10},
    year = {2015}
}

@conference{li_wan_end_end_2015,
    author = {{Li Wan} and {David Eigen} and {Rob Fergus}},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015},
    pages = {851--859},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {End-to-End Integration of a Convolutional Network, Deformable Parts Model and Non-Maximum Suppression},
    year = {2015}
}

@conference{szegedy_going_2015,
    abstract = {GoogLeNet},
    author = {Szegedy, Christian and Liu, Wei and Jia, Yangqing and Sermanet, Pierre and Reed, Scott and Anguelov, Dragomir and Erhan, Dumitru and Vanhoucke, Vincent and Rabinovich, Andrew},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015},
    eprint = {1409.4842},
    eprinttype = {arxiv},
    pages = {1--9},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Going Deeper with Convolutions},
    urldate = {2015-07-20},
    year = {2015}
}

@conference{xiao_application_2015,
    author = {Xiao, Tianjun and Xu, Yichong and Yang, Kuiyuan and Zhang, Jiaxing and Peng, Yuxin and Zhang, Zheng},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015},
    eprint = {1411.6447},
    eprinttype = {arxiv},
    pages = {842--85},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification},
    urldate = {2015-04-28},
    year = {2015}
}

@conference{han_matchnet_2015,
    author = {Han, Xufeng and Leung, Thomas and Jia, Yangqing and Sukthankar, Rahul and Berg, Alexander C.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015},
    pages = {3279--3286},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{MatchNet}: Unifying Feature and Metric Learning for Patch-Based Matching},
    urldate = {2015-05-11},
    year = {2015}
}

@conference{schroff_facenet_2015,
    abstract = {triplet loss},
    author = {Schroff, Florian and Kalenichenko, Dmitry and Philbin, James},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015},
    pages = {815--823},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{FaceNet}: A Unified Embedding for Face Recognition and Clustering},
    urldate = {2017-01-26},
    year = {2015}
}

@conference{zagoruyko_learning_2015,
    author = {Zagoruyko, Sergey and Komodakis, Nikos},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015-04-14},
    eprint = {1504.03641},
    eprinttype = {arxiv},
    pages = {4353--4361},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Learning to Compare Image Patches via Convolutional Neural Networks},
    urldate = {2015-04-28},
    year = {2015}
}

@conference{ng_exploiting_2015,
    abstract = {Deep convolutional neural networks have been successfully},
    author = {Ng, Joe Yue-Hei and Yang, Fan and Davis, Larry S.},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2015-04-20},
    eprint = {1504.05133},
    eprinttype = {arxiv},
    pages = {53--61},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Exploiting Local Features from Deep Networks for Image Retrieval},
    urldate = {2015-05-06},
    year = {2015}
}

@conference{arandjelovic_netvlad_2016,
    author = {Arandjelović, Relja and Gronat, Petr and Torii, Akihiko and Pajdla, Tomas and Sivic, Josef},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2016},
    eventtitle = {CVPR},
    pages = {5297--5307},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {{NetVLAD}: {CNN} architecture for weakly supervised place recognition},
    urldate = {2016-04-11},
    year = {2016}
}

@conference{rocco_convolutional_2017,
    author = {Rocco, Ignacio and Arandjelović, Relja and Sivic, Josef},
    booktitle = {Comput. Vision and Pattern Recognition},
    date = {2017},
    doi = {1703.05593},
    pages = {1--15},
    pub_abbrev = {Comput. Vision and Pattern Recognition},
    pub_accro = {CVPR},
    pub_full = {Computer Vision and Pattern Recognition},
    pub_type = {conference},
    title = {Convolutional neural network architecture for geometric matching},
    urldate = {2017-04-24},
    year = {2017}
}