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

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

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

@mastersthesis{parham_photographic_2015,
  author = {Parham, Jason R.},
  date = {2015-11},
  institution = {Department of Computer Science, Rensselaer Polytechnic Institute},
  address = {Troy, {NY}},
  pub_type = {thesis},
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  year = {2015}
}

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@incollection{rubenstein_ecology_2010,
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@conference{alahi_freak_2012,
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  year = {2012}
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@conference{arandjelovic_all_2013,
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  eventtitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})},
  pages = {1578--1585},
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  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {All About {VLAD}},
  year = {2013}
}

@conference{arandjelovic_three_2012,
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  pub_abbrev = {CVPR},
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  urldate = {2013-11-26},
  year = {2012}
}

@conference{arandjelovic_dislocation_2015,
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  title = {{DisLocation}: Scalable descriptor distinctiveness for location recognition},
  urldate = {2015-05-22},
  year = {2015}
}

@conference{arandjelovic_netvlad_2016,
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  title = {{NetVLAD}: {CNN} architecture for weakly supervised place recognition},
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  year = {2016}
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}

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  title = {{SURF}: Speeded Up Robust Features},
  urldate = {2014-01-20},
  year = {2006}
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  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
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@conference{berg_tom_vs_pete_2012,
  author = {Berg, Thomas and Belhumeur, Peter N.},
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  date = {2012},
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  pub_abbrev = {BMVC},
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  volume = {1},
  year = {2012}
}

@conference{berg_poof_2013,
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  booktitle = {Computer Vision and Pattern Recognition},
  date = {2013},
  pages = {955--962},
  pub_abbrev = {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{berg_how_2013,
  author = {Berg, Thomas and Belhumeur, Peter N.},
  booktitle = {International Conference on Computer Vision},
  date = {2013},
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  pub_abbrev = {ICCV},
  pub_full = {International Conference on Computer Vision},
  pub_type = {conference},
  title = {How Do You Tell a Blackbird from a Crow?},
  year = {2013}
}

@conference{bo_efficient_2009,
  author = {Bo, Liefeng and Sminchisescu, Cristian},
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  date = {2009},
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  pub_abbrev = {NIPS},
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  title = {Efficient Match Kernel between Sets of Features for Visual Recognition},
  urldate = {2014-09-02},
  year = {2009}
}

@conference{boiman_defense_2008,
  author = {Boiman, Oren and Shechtman, Eli and Irani, Michal},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2008},
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  pub_abbrev = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
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  urldate = {2013-11-26},
  year = {2008}
}

@conference{boureau_learning_2010,
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  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Learning mid-level features for recognition},
  year = {2010}
}

@conference{boureau_theoretical_2010,
  author = {Boureau, Y.-Lan and Ponce, Jean and {LeCun}, Yann},
  booktitle = {International Conference on Machine Learning},
  date = {2010},
  pages = {111--118},
  pub_abbrev = {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{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 = {European Conference on Computer Vision},
  date = {2010},
  pages = {438--451},
  pub_abbrev = {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}
}

@article{breiman_random_2001,
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  date = {2001-10},
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  journal = {Machine Learning},
  number = {1},
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  year = {2001}
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@article{brown_discriminative_2011,
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  number = {1},
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  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
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  year = {2011}
}

@article{buoncompagni_saliency_based_2015,
  abstract = {In this paper we present a new},
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  date = {2015-09-01},
  doi = {10.1016/j.patrec.2015.04.019},
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  year = {2015}
}

@conference{calonder_brief_2010,
  author = {Calonder, Michael and Lepetit, Vincent and Strecha, Christoph and Fua, Pascal},
  booktitle = {European Conference on Computer Vision},
  date = {2010},
  pages = {778--792},
  pub_abbrev = {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{cao_learning_2012,
  author = {Cao, Song and Snavely, Noah},
  booktitle = {European Conference on Computer Vision},
  date = {2012},
  pages = {259--270},
  pub_abbrev = {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}
}

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

@conference{charikar_similarity_2002,
  author = {Charikar, Moses S.},
  booktitle = {ACM symposium on Theory of computing},
  date = {2002},
  pages = {380--388},
  pub_abbrev = {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{chatfield_efficient_2015,
  abstract = {We investigate the gains in precision and},
  author = {Chatfield, Ken and Simonyan, Karen and Zisserman, Andrew},
  booktitle = {Asian Conference on Computer Vision},
  date = {2015-04-16},
  doi = {10.1007/978-3-319-16865-4_9},
  eprint = {1407.4764},
  eprinttype = {arxiv},
  pages = {129--145},
  pub_abbrev = {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},
  volume = {9003},
  year = {2015}
}

@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 = {Computer 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 = {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{chopra_learning_2005,
  abstract = {We present a method for training a},
  author = {Chopra, S. and Hadsell, R. and {LeCun}, Y.},
  booktitle = {Computer 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 vol. 1},
  pub_abbrev = {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{chum_near_2008,
  abstract = {chum\_near\_2008},
  author = {Chum, O. and Philbin, J. and Zisserman, A.},
  booktitle = {British Machine Vision Association},
  date = {2008},
  doi = {10.5244/C.22.50},
  pages = {50.1--50.10},
  pub_abbrev = {BMVA},
  pub_full = {British Machine Vision Association},
  pub_type = {conference},
  title = {Near Duplicate Image Detection: min-Hash and tf-idf Weighting},
  urldate = {2013-11-26},
  year = {2008}
}

@article{chum_large_scale_2010,
  abstract = {chum\_large-scale\_2010},
  author = {Chum, Ondřej and Matas, Jiří},
  date = {2010-02},
  doi = {10.1109/TPAMI.2009.166},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {2},
  pages = {371--377},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Large-Scale Discovery of Spatially Related Images},
  volume = {32},
  year = {2010}
}

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

@conference{chum_fast_2012,
  abstract = {chum\_fast\_2012},
  author = {Chum, Ondřej and Matas, Jiří},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2012},
  pages = {3077--3084},
  pub_abbrev = {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{chum_locally_2003,
  abstract = {chum\_locally\_2003},
  author = {Chum, Ondřej and Matas, Jiří and Kittler, Josef},
  booktitle = {German Conference on Pattern Recognition },
  date = {2003-01-01},
  pages = {236--243},
  pub_abbrev = {GCPR},
  pub_full = {German Conference on Pattern Recognition },
  pub_type = {conference},
  title = {Locally Optimized {RANSAC}},
  urldate = {2013-12-02},
  year = {2003}
}

@conference{chum_total_2011,
  abstract = {chum\_total\_2011},
  author = {Chum, Ondřej and Mikulík, Andrej and Perdoch, Michal and Matas, Jiří},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2011},
  pages = {889--896},
  pub_abbrev = {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{chum_geometric_2009,
  abstract = {chum\_geometric\_2009},
  author = {Chum, Ondřej and Perdoch, Michal and Matas, Jiří},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2009},
  pages = {17--24},
  pub_abbrev = {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{chum_total_2007,
  abstract = {chum\_total\_2007},
  author = {Chum, Ondřej and Philbin, James and Sivic, Josef and Isard, Michael and Zisserman, Andrew},
  booktitle = {International Conference on Computer Vision},
  date = {2007},
  pages = {1--8},
  pub_abbrev = {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{cinbis_image_2012,
  abstract = {The bag-of-words ({BoW}) model treats images as},
  author = {Cinbis, R.G. and Verbeek, J. and Schmid, C.},
  booktitle = {Computer 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 = {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{ciresan_multi_column_2012,
  abstract = {Traditional methods of computer vision and machine},
  author = {Ciresan, D. and Meier, U. and Schmidhuber, J.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Multi-column deep neural networks for image classification},
  year = {2012}
}

@article{cormack_estimates_1964,
  author = {Cormack, R. M.},
  date = {1964-12-01},
  doi = {10.2307/2334149},
  journal = {Biometrika},
  number = {3},
  pages = {429--438},
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@conference{craw_face_1992,
  abstract = {We describe a coding scheme to index},
  author = {Craw, Ian and Cameron, Peter},
  booktitle = {British Machine Vision Conference},
  date = {1992},
  pages = {498--507},
  pub_abbrev = {BMVC},
  pub_full = {British Machine Vision Conference},
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@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 = {European Conference on Computer Vision},
  date = {2004},
  pages = {1--2},
  pub_abbrev = {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}
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@conference{dahl_improving_2013,
  author = {Dahl, George E. and Sainath, Tara N. and Hinton, Geoffrey E.},
  booktitle = {International Conference on Acoustics, Speech and Signal Processing},
  date = {2013},
  pages = {8609--8613},
  pub_abbrev = {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{dalal_histograms_2005,
  author = {Dalal, Navneet and Triggs, Bill},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2005},
  pages = {886--893},
  pub_abbrev = {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{dantone_real_time_2012,
  author = {Dantone, M. and Gall, J. and Fanelli, G. and Van Gool, L.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Real-time facial feature detection using conditional regression forests},
  year = {2012}
}

@conference{datar_locality_sensitive_2004,
  abstract = {{LSH}},
  author = {Datar, Mayur and Immorlica, Nicole and Indyk, Piotr and Mirrokni, Vahab S.},
  booktitle = {Symposium on Computational Geometry},
  date = {2004},
  doi = {10.1145/997817.997857},
  location = {New York, {NY}, {USA}},
  pages = {253--262},
  pub_abbrev = {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{dean_fast_2013,
  author = {Dean, Thomas and Ruzon, Mark A. and Segal, Mark and Shlens, Jonathon and Vijayanarasimhan, Sudheendra and Yagnik, Jay},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2013},
  pages = {1814--1821},
  pub_abbrev = {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{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 International Conference on Multimedia},
  date = {2013},
  doi = {10.1145/2502081.2502171},
  location = {New York, {NY}, {USA}},
  pages = {653--656},
  pub_abbrev = {ACMMM},
  pub_full = {ACM International Conference on Multimedia},
  pub_type = {conference},
  title = {Revisiting the {VLAD} Image Representation},
  urldate = {2015-07-20},
  year = {2013}
}

@conference{deng_imagenet_2009,
  abstract = {image net},
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  booktitle = {Computer Vision and Pattern Recognition},
  date = {2009},
  doi = {10.1109/CVPR.2009.5206848},
  eventtitle = {{CVPR}},
  pages = {248--255},
  pub_abbrev = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {{ImageNet} - A large-scale hierarchical image database},
  year = {2009}
}

@article{ding_investigation_2010,
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  urldate = {2016-10-19},
  volume = {11},
  year = {2010}
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@conference{donahue_decaf_2014,
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  booktitle = {International Conference on Machine Learning},
  date = {2014},
  pages = {647--655},
  pub_abbrev = {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{douze_combining_2011,
  author = {Douze, M. and Ramisa, A. and Schmid, C.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Combining attributes and Fisher vectors for efficient image retrieval},
  year = {2011}
}

@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 = {International Conference on Image and Video Retrieval},
  date = {2009},
  doi = {10.1145/1646396.1646421},
  location = {New York, {NY}, {USA}},
  pages = {19:1--19:8},
  pub_abbrev = {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}
}

@article{eswaran_augmentation_1976,
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@article{everingham_pascal_2015,
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  doi = {10.1007/s11263-014-0733-5},
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  pages = {98--136},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
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@article{everingham_pascal_2010,
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  date = {2010-06-01},
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  number = {2},
  pages = {303--338},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {The Pascal Visual Object Classes Challenge},
  urldate = {2013-11-26},
  volume = {88},
  year = {2010}
}

@article{fei_fei_one_shot_2006,
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  doi = {10.1109/TPAMI.2006.79},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {4},
  pages = {594--611},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
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@article{felzenszwalb_object_2010,
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@article{friedman_algorithm_1977,
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@conference{fulkerson_class_2009,
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  date = {2009-09},
  doi = {10.1109/ICCV.2009.5459175},
  eventtitle = {2009 {IEEE} 12th International Conference on Computer Vision},
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  pub_full = {International Conference on Computer Vision},
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  year = {2009}
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@article{gabor_theory_1946,
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@conference{gaussier_neural_1992,
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@article{gavves_local_2014,
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  year = {2014}
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@conference{ge_optimized_2013,
  author = {Ge, Tiezheng and He, Kaiming and Ke, Qifa and Sun, Jian},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2013},
  pages = {2946--2953},
  pub_abbrev = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
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  year = {2013}
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@conference{girshick_rich_2014,
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  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 = {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{gong_multi_scale_2014,
  abstract = {vlad},
  author = {Gong, Yunchao and Wang, Liwei and Guo, Ruiqi and Lazebnik, Svetlana},
  booktitle = {European Conference on Computer Vision},
  date = {2014-03-07},
  eprint = {1403.1840},
  eprinttype = {arxiv},
  pages = {392--407},
  pub_abbrev = {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{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 = {International Conference on Machine Learning},
  date = {2013-02-18},
  eprint = {1302.4389},
  eprinttype = {arxiv},
  pages = {1319--1327},
  pub_abbrev = {ICML},
  pub_full = {International Conference on Machine Learning},
  pub_type = {conference},
  title = {Maxout Networks},
  urldate = {2015-07-21},
  volume = {28},
  year = {2013}
}

@article{gosselin_revisiting_2014,
  abstract = {fv fine grained},
  author = {Gosselin, Philippe-Henri and Murray, Naila and Jégou, Hervé and Perronnin, Florent},
  date = {2014},
  journal = {Pattern Recognition Letters},
  pages = {92--98},
  pub_abbrev = {Pattern Recognition Letters},
  pub_full = {Pattern Recognition Letters},
  pub_type = {journal},
  title = {Revisiting the Fisher vector for fine-grained classification},
  urldate = {2015-07-16},
  volume = {49},
  year = {2014}
}

@conference{grauman_pyramid_2005,
  abstract = {pyramid-match-kernel},
  author = {Grauman, K. and Darrell, T.},
  booktitle = {International Conference on Computer Vision},
  date = {2005-10},
  doi = {10.1109/ICCV.2005.239},
  eventtitle = {Tenth {IEEE} International Conference on Computer Vision, 2005. {ICCV} 2005},
  pages = {1458--1465 Vol. 2},
  pub_abbrev = {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{han_matchnet_2015,
  author = {Han, Xufeng and Leung, Thomas and Jia, Yangqing and Sukthankar, Rahul and Berg, Alexander C.},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2015},
  pages = {3279--3286},
  pub_abbrev = {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{harris_combined_1988,
  abstract = {harris-corner},
  author = {Harris, Chris and Stephens, Mike},
  booktitle = {British Machine Vision Association},
  date = {1988},
  pages = {50},
  pub_abbrev = {BMVA},
  pub_full = {British Machine Vision Association},
  pub_type = {conference},
  title = {A combined corner and edge detector.},
  urldate = {2015-06-11},
  volume = {15},
  year = {1988}
}

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

@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 = {European Conference on Computer Vision},
  date = {2014-09-06},
  pages = {346--361},
  pub_abbrev = {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}
}

@article{heikkila_description_2009,
  abstract = {This paper presents a novel method for},
  author = {Heikkilä, Marko and Pietikäinen, Matti and Schmid, Cordelia},
  date = {2009-03},
  doi = {10.1016/j.patcog.2008.08.014},
  journal = {Pattern Recognition},
  number = {3},
  pages = {425--436},
  pub_abbrev = {Pattern Recognition},
  pub_full = {Pattern Recognition},
  pub_type = {journal},
  title = {Description of interest regions with local binary patterns},
  urldate = {2014-01-23},
  volume = {42},
  year = {2009}
}

@conference{hirzer_relaxed_2012,
  author = {Hirzer, Martin and Roth, Peter and Köstinger, Martin and Bischof, Horst},
  booktitle = {European Conference on Computer Vision},
  date = {2012},
  pages = {780--793},
  pub_abbrev = {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{huang_learning_2012,
  abstract = {Most modern face recognition systems rely on},
  author = {Huang, G.B. and Lee, Honglak and Learned-Miller, E.},
  booktitle = {Computer 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 = {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}
}

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

@article{iscen_comparison_2015,
  author = {Iscen, Ahmet and Tolias, Giorgos and Gosselin, Philippe-Henri and Jégou, Hervé},
  date = {2015},
  doi = {10.1109/TIP.2015.2423557},
  journal = {IEEE Transactions on Image Processing},
  number = {8},
  pages = {2369--2381},
  pub_abbrev = {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}
}

@article{jiang_label_2013,
  abstract = {A label consistent K-{SVD} ({LC}-{KSVD}) algorithm to},
  author = {Jiang, Zhuolin and Lin, Zhe and Davis, L.S.},
  date = {2013-11},
  doi = {10.1109/TPAMI.2013.88},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {11},
  pages = {2651--2664},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Label Consistent K-{SVD}: Learning a Discriminative Dictionary for Recognition},
  volume = {35},
  year = {2013}
}

@article{jolly_explicit_1965,
  abstract = {orig jolly seber},
  author = {Jolly, G. M.},
  date = {1965-06-01},
  doi = {10.2307/2333826},
  journal = {Biometrika},
  number = {1},
  pages = {225--247},
  pub_abbrev = {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}
}

@conference{juneja_blocks_2013,
  author = {Juneja, M. and Vedaldi, A and Jawahar, C.V. and Zisserman, A},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Blocks That Shout: Distinctive Parts for Scene Classification},
  year = {2013}
}

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

@conference{jegou_burstiness_2009,
  abstract = {bursty},
  author = {Jégou, H. and Douze, M. and Schmid, C.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {On the burstiness of visual elements},
  year = {2009}
}

@article{jegou_product_2011,
  abstract = {This paper introduces a product quantization-based approach},
  author = {Jégou, H. and Douze, M. and Schmid, C.},
  date = {2011-01},
  doi = {10.1109/TPAMI.2010.57},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {1},
  pages = {117--128},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Product Quantization for Nearest Neighbor Search},
  volume = {33},
  year = {2011}
}

@conference{jegou_aggregating_2010,
  abstract = {vlad orig},
  author = {Jégou, H. and Douze, M. and Schmid, C. and Perez, P.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Aggregating local descriptors into a compact image representation},
  year = {2010}
}

@conference{jegou_negative_2012,
  abstract = {jegou\_negative\_2012},
  author = {Jégou, Hervé and Chum, Ondřej},
  booktitle = {European Conference on Computer Vision},
  date = {2012},
  pages = {774--787},
  pub_abbrev = {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{jegou_hamming_2008,
  abstract = {This paper improves recent methods for large},
  author = {Jégou, Hervé and Douze, Matthijs and Schmid, Cordelia},
  booktitle = {European Conference on Computer Vision},
  date = {2008},
  pages = {304--317},
  pub_abbrev = {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}
}

@article{jegou_improving_2010,
  abstract = {{HE} 2},
  author = {Jégou, Hervé and Douze, Matthijs and Schmid, Cordelia},
  date = {2010},
  doi = {10.1007/s11263-009-0285-2},
  journal = {International Journal of Computer Vision},
  number = {3},
  pages = {316--336},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {Improving Bag-of-Features for Large Scale Image Search},
  urldate = {2013-11-26},
  volume = {87},
  year = {2010}
}

@article{jegou_aggregating_2012,
  author = {Jégou, Hervé and Perronnin, Florent and Douze, Matthijs and Schmid, Cordelia},
  date = {2012},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {9},
  pages = {1704--1716},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Aggregating local image descriptors into compact codes},
  urldate = {2013-11-26},
  volume = {34},
  year = {2012}
}

@conference{jegou_triangulation_2014,
  abstract = {We consider the design of a single},
  author = {Jégou, Hervé and Zisserman, Andrew},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2014-04},
  pages = {3310--3317},
  pub_abbrev = {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{karanam_person_2015,
  abstract = {Person re-identification},
  author = {Karanam, Srikrishna and Li, Yang and Radke, Richard J.},
  booktitle = {International Conference on Computer Vision},
  date = {2015},
  pages = {4516--4524},
  pub_abbrev = {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{ke_pca_sift_2004,
  abstract = {Stable local feature detection and representation is},
  author = {Ke, Yan and Sukthankar, R.},
  booktitle = {Computer 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 Vol.2},
  pub_abbrev = {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}
}

@article{kenneth._h._pollock_statistical_1990,
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  date = {1990},
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  journal = {Wildlife Monographs},
  number = {2},
  pages = {3--97},
  pub_abbrev = {Wildlife Monographs},
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@article{khuller_approximation_1993,
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  pages = {214--225},
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@conference{krizhevsky_imagenet_2012,
  author = {Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoff},
  booktitle = {Advances in Neural Information Processing Systems},
  date = {2012},
  pages = {1106--1114},
  pub_abbrev = {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}
}

@article{kulis_kernelized_2012,
  author = {Kulis, B. and Grauman, K.},
  date = {2012-06},
  doi = {10.1109/TPAMI.2011.219},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {6},
  pages = {1092--1104},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Kernelized Locality-Sensitive Hashing},
  volume = {34},
  year = {2012}
}

@article{kulis_fast_2009,
  abstract = {We introduce a method that enables scalable},
  author = {Kulis, B. and Jain, P. and Grauman, K.},
  date = {2009-12},
  doi = {10.1109/TPAMI.2009.151},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {12},
  pages = {2143--2157},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Fast Similarity Search for Learned Metrics},
  volume = {31},
  year = {2009}
}

@article{lawrence_face_1997,
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  journal = {IEEE Transactions on Neural Networks},
  number = {1},
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  pub_abbrev = {TNN},
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@conference{lazebnik_beyond_2006,
  abstract = {spatial pyramid},
  author = {Lazebnik, S. and Schmid, C. and Ponce, J.},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2006},
  doi = {10.1109/CVPR.2006.68},
  eventtitle = {{CVPR}},
  pages = {2169--2178},
  pub_abbrev = {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}
}

@article{lecun_gradient_based_1998,
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@conference{leutenegger_brisk_2011,
  abstract = {Effective and efficient generation of keypoints from},
  author = {Leutenegger, S. and Chli, M. and Siegwart, R.Y.},
  booktitle = {International Conference on Computer Vision},
  date = {2011-11},
  doi = {10.1109/ICCV.2011.6126542},
  eventtitle = {2011 {IEEE} International Conference on Computer Vision ({ICCV})},
  pages = {2548--2555},
  pub_abbrev = {ICCV},
  pub_full = {International Conference on Computer Vision},
  pub_type = {conference},
  title = {{BRISK}: Binary Robust invariant scalable keypoints},
  year = {2011}
}

@conference{levy_svm_minus_2013,
  author = {Levy, Lior Wolf Noga},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2013},
  pages = {529--534},
  pub_abbrev = {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}
}

@article{lindeberg_feature_1998,
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  date = {1998},
  journal = {International Journal of Computer Vision},
  number = {2},
  pages = {79--116},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
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@conference{lindeberg_shape_adapted_1994,
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  author = {Lindeberg, Tony and Gaarding, Jonas},
  booktitle = {European Conference on Computer Vision},
  date = {1994},
  pages = {389--400},
  pub_abbrev = {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}
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@article{lindeberg_shape_adapted_1997,
  author = {Lindeberg, Tony and Gaarding, Jonas},
  date = {1997},
  journal = {Image and Vision Computing},
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  pages = {415--434},
  pub_abbrev = {Image and Vision Computing},
  pub_full = {Image and Vision Computing},
  pub_type = {journal},
  title = {Shape-adapted smoothing in estimation of 3-D shape cues from affine distortions of local 2-D brightness structure},
  volume = {15},
  year = {1997}
}

@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 = {European Conference on Computer Vision},
  date = {2008-01-01},
  pages = {28--42},
  pub_abbrev = {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}
}

@article{liu_gabor_2002,
  abstract = {This paper introduces a novel Gabor-Fisher (1936)},
  author = {Liu, Chengjun and Wechsler, H.},
  date = {2002-04},
  doi = {10.1109/TIP.2002.999679},
  journal = {IEEE Transactions on Image Processing},
  number = {4},
  pages = {467--476},
  pub_abbrev = {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{liu_robust_2000,
  abstract = {face indexing},
  author = {Liu, Chengjun and Wechsler, Harry},
  date = {2000},
  journal = {IEEE Transactions on Image Processing},
  number = {1},
  pages = {132--137},
  pub_abbrev = {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}
}

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

@article{lloyd_least_1982,
  abstract = {kmeans orig},
  author = {Lloyd, S.},
  date = {1982-03},
  doi = {10.1109/TIT.1982.1056489},
  journal = {IEEE Transactions on Information Theory},
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@article{rumelhart_learning_1986,
  author = {Rumelhart, David and Hinton, Geoffrey and Williams, Ronald},
  date = {1986},
  journal = {Nature},
  pages = {323--533},
  pub_abbrev = {Nature},
  pub_full = {Nature},
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  title = {Learning representations by back-propagating errors},
  year = {1986}
}

@article{russakovsky_imagenet_2014,
  abstract = {image net 5 year challenge description},
  author = {Russakovsky, Olga and Deng, Jia and Su, Hao and Krause, Jonathan and Satheesh, Sanjeev and Ma, Sean and Huang, Zhiheng and Karpathy, Andrej and Khosla, Aditya and Bernstein, Michael and {others}},
  date = {2014},
  journal = {International Journal of Computer Vision},
  pages = {1--42},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {Imagenet large scale visual recognition challenge},
  urldate = {2015-07-16},
  year = {2014}
}

@conference{schroff_facenet_2015,
  abstract = {triplet loss},
  author = {Schroff, Florian and Kalenichenko, Dmitry and Philbin, James},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2015},
  pages = {815--823},
  pub_abbrev = {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}
}

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

@article{serre_robust_2007,
  abstract = {We introduce a new general framework for},
  author = {Serre, T. and Wolf, L. and Bileschi, S. and Riesenhuber, M. and Poggio, T.},
  date = {2007-03},
  doi = {10.1109/TPAMI.2007.56},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {3},
  pages = {411--426},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Robust Object Recognition with Cortex-Like Mechanisms},
  volume = {29},
  year = {2007}
}

@article{shen_review_2006,
  abstract = {Due to the robustness of Gabor features},
  author = {Shen, Linlin and Bai, Li},
  date = {2006-08-18},
  doi = {10.1007/s10044-006-0033-y},
  journal = {Pattern Analysis and Applications},
  number = {2},
  pages = {273--292},
  pub_abbrev = {PAA},
  pub_full = {Pattern Analysis and Applications},
  pub_type = {journal},
  title = {A review on Gabor wavelets for face recognition},
  urldate = {2015-07-20},
  volume = {9},
  year = {2006}
}

@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 = {European Conference on Computer Vision},
  date = {2016},
  pages = {732--748},
  pub_abbrev = {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{silpa_anan_optimised_2008,
  abstract = {kdtrees},
  author = {Silpa-Anan, C. and Hartley, R.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Optimised {KD}-trees for fast image descriptor matching},
  year = {2008}
}

@conference{simard_best_2003,
  author = {Simard, Patrice Y. and Steinkraus, Dave and Platt, John C.},
  booktitle = {International Conference on Document Analysis and Recognition},
  date = {2003},
  pages = {958},
  pub_abbrev = {IJDAR},
  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},
  year = {2003}
}

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

@article{simonyan_learning_2014,
  abstract = {sift convex liberty},
  author = {Simonyan, Karen and Vedaldi, Andrea and Zisserman, Andrew},
  date = {2014},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pages = {25--70},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Learning local feature descriptors using convex optimisation},
  volume = {12},
  year = {2014}
}

@conference{simonyan_very_2015,
  abstract = {{VGG}-Net orig},
  author = {Simonyan, Karen and Zisserman, Andrew},
  booktitle = {International Conference on Learning Representations},
  date = {2015},
  doi = {1409.1556},
  eprint = {1409.1556},
  eprinttype = {arxiv},
  pages = {1--14},
  pub_abbrev = {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{sivic_video_2003,
  abstract = {We describe an approach to object and},
  author = {Sivic, J. and Zisserman, A.},
  booktitle = {International Conference on Computer Vision},
  date = {2003},
  doi = {10.1109/ICCV.2003.1238663},
  eventtitle = {{ICCV}},
  pages = {1470--1477 vol.2},
  pub_abbrev = {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}
}

@article{sivic_efficient_2009,
  author = {Sivic, J. and Zisserman, A.},
  date = {2009},
  doi = {10.1109/TPAMI.2008.111},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {4},
  pages = {591--606},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Efficient Visual Search of Videos Cast as Text Retrieval},
  urldate = {2013-12-02},
  volume = {31},
  year = {2009}
}

@article{smith_susannew_1997,
  abstract = {susan keypoint},
  author = {Smith, Stephen M. and Brady, J. Michael},
  date = {1997-05},
  doi = {10.1023/A:1007963824710},
  journal = {International Journal of Computer Vision},
  number = {1},
  pages = {45--78},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {{SUSAN}—A New Approach to Low Level Image Processing},
  urldate = {2015-07-20},
  volume = {23},
  year = {1997}
}

@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},
  number = {1},
  pages = {579--589},
  pub_abbrev = {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{srivastava_dropout_2014,
  abstract = {droupout},
  author = {Srivastava, Nitish and Hinton, Geoffrey and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan},
  date = {2014},
  journal = {Journal of Machine Learning Research},
  number = {1},
  pages = {1929--1958},
  pub_abbrev = {JMLR},
  pub_full = {Journal of Machine Learning Research},
  pub_type = {journal},
  title = {Dropout: A simple way to prevent neural networks from overfitting},
  urldate = {2015-07-01},
  volume = {15},
  year = {2014}
}

@conference{sun_large_scale_2013,
  abstract = {Event recognition has been an important topic},
  author = {Sun, Chen and Nevatia, R.},
  booktitle = {Winter Applications of Computer 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 = {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{sun_deep_2013,
  author = {Sun, Yi and Wang, Xiaogang and Tang, Xiaoou},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2013},
  pages = {3476--3483},
  pub_abbrev = {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}
}

@article{sundaresan_network_2007,
  abstract = {small area of observation},
  author = {Sundaresan, Siva R. and Fischhoff, Ilya R. and Dushoff, Jonathan and Rubenstein, Daniel I.},
  date = {2007-01-05},
  doi = {10.1007/s00442-006-0553-6},
  journal = {Oecologia},
  number = {1},
  pages = {140--149},
  pub_abbrev = {Oecologia},
  pub_full = {Oecologia},
  pub_type = {journal},
  title = {Network metrics reveal differences in social organization between two fission-fusion species, Grevy’s zebra and onager},
  urldate = {2015-07-16},
  volume = {151},
  year = {2007}
}

@conference{sutskever_importance_2013,
  author = {Sutskever, Ilya and Martens, James and Dahl, George and Hinton, Geoffrey},
  booktitle = {International Conference on Machine Learning},
  date = {2013},
  pages = {1139--1147},
  pub_abbrev = {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{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 = {Computer Vision and Pattern Recognition},
  date = {2015},
  eprint = {1409.4842},
  eprinttype = {arxiv},
  pages = {1--9},
  pub_abbrev = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Going Deeper with Convolutions},
  urldate = {2015-07-20},
  year = {2015}
}

@report{sanchez_compressed_2013,
  author = {Sánchez, Jorge and Perronnin, Florent and Mensink, Thomas and Verbeek, Jakob},
  date = {2013},
  institution = {{INRIA}},
  number = {{RR}-8209},
  title = {Compressed fisher vectors for large-scale image classification},
  urldate = {2015-07-15},
  year = {2013}
}

@article{sanchez_image_2013,
  author = {Sánchez, Jorge and Perronnin, Florent and Mensink, Thomas and Verbeek, Jakob},
  date = {2013},
  doi = {10.1007/s11263-013-0636-x},
  journal = {International Journal of Computer Vision},
  number = {3},
  pages = {222--245},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {Image Classification with the Fisher Vector: Theory and Practice},
  urldate = {2013-11-26},
  volume = {105},
  year = {2013}
}

@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 = {Computer 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 = {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{tao_locality_2013,
  author = {Tao, Ran and Gavves, Efstratios and Snoek, Cees and Smeulders, Arnold},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2013},
  pages = {2091--2098},
  pub_abbrev = {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{tola_fast_2008,
  abstract = {{DAISY} orig},
  author = {Tola, Engin and Lepetit, V. and Fua, P.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {A fast local descriptor for dense matching},
  year = {2008}
}

@conference{tolias_aggregate_2013,
  abstract = {This paper considers a family of metrics},
  author = {Tolias, G. and Avrithis, Y. and Jégou, H.},
  booktitle = {International Conference on Computer Vision},
  date = {2013-12},
  doi = {10.1109/ICCV.2013.177},
  eventtitle = {2013 {IEEE} International Conference on Computer Vision ({ICCV})},
  pages = {1401--1408},
  pub_abbrev = {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}
}

@article{tolias_image_2015,
  abstract = {another smk followup},
  author = {Tolias, Giorgos and Avrithis, Yannis and Jégou, Hervé},
  date = {2015},
  journal = {International Journal of Computer Vision},
  number = {3},
  pages = {247--261},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {Image search with selective match kernels: aggregation across single and multiple images},
  volume = {116},
  year = {2015}
}

@article{tolias_visual_2014,
  abstract = {smk followup, hamming embeding},
  author = {Tolias, Giorgos and Jégou, Hervé},
  date = {2014-10},
  doi = {10.1016/j.patcog.2014.04.007},
  journal = {Pattern Recognition},
  number = {10},
  pages = {3466--3476},
  pub_abbrev = {Pattern Recognition},
  pub_full = {Pattern Recognition},
  pub_type = {journal},
  title = {Visual query expansion with or without geometry: Refining local descriptors by feature aggregation},
  urldate = {2014-08-28},
  volume = {47},
  year = {2014}
}

@conference{torii_visual_2011,
  abstract = {We seek to predict the {GPS} location},
  author = {Torii, A. and Sivic, J. and Pajdla, T.},
  booktitle = {International Conference on Computer 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 = {ICCV},
  pub_full = {International Conference on Computer Vision},
  pub_type = {conference},
  title = {Visual localization by linear combination of image descriptors},
  year = {2011}
}

@conference{turcot_better_2009,
  author = {Turcot, Panu and Lowe, David G.},
  booktitle = {International Conference on Computer Vision},
  date = {2009},
  pages = {2109--2116},
  pub_abbrev = {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}
}

@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 = {Journal of Cognitive Neuroscience},
  number = {1},
  pages = {71--86},
  pub_abbrev = {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{tuytelaars_local_2007,
  abstract = {keypoint-survey},
  author = {Tuytelaars, Tinne and Mikolajczyk, Krystian},
  date = {2007},
  doi = {10.1561/0600000017},
  journal = {Foundations and Trends in Computer Graphics and Vision},
  number = {3},
  pages = {177--280},
  pub_abbrev = {Foundations and Trends in Computer Graphics and Vision},
  pub_full = {Foundations and Trends in Computer Graphics and Vision},
  pub_type = {journal},
  title = {Local Invariant Feature Detectors: A Survey},
  urldate = {2013-09-05},
  volume = {3},
  year = {2007}
}

@article{van_de_sande_evaluating_2010,
  abstract = {Image category recognition is important to access},
  author = {van de Sande, K.E.A. and Gevers, T. and Snoek, C.G.M.},
  date = {2010-09},
  doi = {10.1109/TPAMI.2009.154},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {9},
  pages = {1582--1596},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Evaluating Color Descriptors for Object and Scene Recognition},
  volume = {32},
  year = {2010}
}

@conference{varma_learning_2007,
  abstract = {We investigate the problem of learning optimal},
  author = {Varma, M. and Ray, D.},
  booktitle = {International Conference on Computer 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 = {ICCV},
  pub_full = {International Conference on Computer Vision},
  pub_type = {conference},
  title = {Learning The Discriminative Power-Invariance Trade-Off},
  year = {2007}
}

@article{varma_unifying_2004,
  abstract = {The objective of this paper is to},
  author = {Varma, Manik and Zisserman, Andrew},
  date = {2004-12-01},
  doi = {10.1016/j.imavis.2004.03.012},
  journal = {Image and Vision Computing},
  number = {14},
  pages = {1175--1183},
  pub_abbrev = {Image and Vision Computing},
  pub_full = {Image and Vision Computing},
  pub_type = {journal},
  title = {Unifying statistical texture classification frameworks},
  urldate = {2015-07-22},
  volume = {22},
  year = {2004}
}

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

@article{vedaldi_efficient_2012,
  abstract = {nonlinear-svm},
  author = {Vedaldi, Andrea and Zisserman, Andrew},
  date = {2012},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {3},
  pages = {480--492},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Efficient additive kernels via explicit feature maps},
  urldate = {2015-07-16},
  volume = {34},
  year = {2012}
}

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

@article{viola_robust_2004,
  abstract = {This paper describes a face detection framework},
  author = {Viola, Paul and Jones, Michael J.},
  date = {2004-05-01},
  doi = {10.1023/B:VISI.0000013087.49260.fb},
  journal = {International Journal of Computer Vision},
  number = {2},
  pages = {137--154},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {Robust Real-Time Face Detection},
  urldate = {2013-11-26},
  volume = {57},
  year = {2004}
}

@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 = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Locality-constrained Linear Coding for image classification},
  year = {2010}
}

@article{wang_semi_supervised_2012,
  abstract = {Hashing-based approximate nearest neighbor ({ANN}) search in},
  author = {Wang, Jun and Kumar, S. and Chang, Shih-Fu},
  date = {2012-12},
  doi = {10.1109/TPAMI.2012.48},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {12},
  pages = {2393--2406},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Semi-Supervised Hashing for Large-Scale Search},
  volume = {34},
  year = {2012}
}

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

@article{white_program_1999,
  abstract = {{MARK} provides parameter estimates from marked animals},
  author = {White, Gary C. and Burnham, Kenneth P.},
  date = {1999-01-01},
  doi = {10.1080/00063659909477239},
  issue = {sup001},
  journal = {Bird Study},
  pages = {S120--S139},
  pub_abbrev = {Bird Study},
  pub_full = {Bird Study},
  pub_type = {journal},
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}

@conference{winder_picking_2009,
  abstract = {Local image descriptors that are highly discriminative,},
  author = {Winder, S. and Hua, Gang and Brown, M.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Picking the best {DAISY}},
  year = {2009}
}

@article{wright_robust_2009,
  abstract = {face},
  author = {Wright, J. and Yang, A.Y. and Ganesh, A. and Sastry, S.S. and Ma, Yi},
  date = {2009-02},
  doi = {10.1109/TPAMI.2008.79},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {2},
  pages = {210--227},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Robust Face Recognition via Sparse Representation},
  volume = {31},
  year = {2009}
}

@article{wu_viewpoint_2015,
  author = {Wu, Ziyan and Li, Yang and Radke, Richard J.},
  date = {2015-05-01},
  doi = {10.1109/TPAMI.2014.2360373},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  number = {5},
  pages = {1095--1108},
  pub_abbrev = {TPAMI},
  pub_full = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  pub_type = {journal},
  title = {Viewpoint Invariant Human Re-Identification in Camera Networks Using Pose Priors and Subject-Discriminative Features},
  urldate = {2016-09-27},
  volume = {37},
  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 = {Computer Vision and Pattern Recognition},
  date = {2015},
  eprint = {1411.6447},
  eprinttype = {arxiv},
  pages = {842--85},
  pub_abbrev = {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{yang_linear_2009,
  abstract = {Recently {SVMs} using spatial pyramid matching ({SPM})},
  author = {Yang, Jianchao and Yu, Kai and Gong, Yihong and Huang, T.},
  booktitle = {Computer 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 = {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{yang_supervised_2010,
  abstract = {In this paper, we propose a novel},
  author = {Yang, Jianchao and Yu, Kai and Huang, T.},
  booktitle = {Computer 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 = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Supervised translation-invariant sparse coding},
  year = {2010}
}

@conference{yang_efficient_2010,
  abstract = {Sparse coding of sensory data has recently},
  author = {Yang, Jianchao and Yu, Kai and Huang, Thomas},
  booktitle = {European Conference on Computer Vision},
  date = {2010},
  pages = {113--126},
  pub_abbrev = {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{zagoruyko_learning_2015,
  author = {Zagoruyko, Sergey and Komodakis, Nikos},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2015-04-14},
  eprint = {1504.03641},
  eprinttype = {arxiv},
  pages = {4353--4361},
  pub_abbrev = {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{zeiler_visualizing_2014,
  abstract = {Large Convolutional Network models have recently demonstrated},
  author = {Zeiler, Matthew D. and Fergus, Rob},
  booktitle = {European Conference on Computer Vision},
  date = {2014-01-01},
  pages = {818--833},
  pub_abbrev = {ECCV},
  pub_full = {European Conference on Computer Vision},
  pub_type = {conference},
  title = {Visualizing and Understanding Convolutional Networks},
  urldate = {2014-08-25},
  year = {2014}
}

@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},
  doi = {10.1109/TIP.2009.2035882},
  journal = {IEEE Transactions on Image Processing},
  number = {2},
  pages = {533--544},
  pub_abbrev = {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{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 Transactions on Image Processing},
  number = {1},
  pages = {57--68},
  pub_abbrev = {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}
}

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

@article{zhang_local_2006,
  author = {Zhang, J. and Marszałek, M. and Lazebnik, S. and Schmid, C.},
  date = {2006-09-25},
  doi = {10.1007/s11263-006-9794-4},
  journal = {International Journal of Computer Vision},
  number = {2},
  pages = {213--238},
  pub_abbrev = {IJCV},
  pub_full = {International Journal of Computer Vision},
  pub_type = {journal},
  title = {Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study},
  urldate = {2013-11-26},
  volume = {73},
  year = {2006}
}

@conference{zhang_image_2011,
  abstract = {zhang\_image\_2011},
  author = {Zhang, Yimeng and Jia, Zhaoyin and Chen, Tsuhan},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2011},
  pages = {809--816},
  pub_abbrev = {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}
}

@article{zhao_face_2003,
  abstract = {face survery},
  author = {Zhao, W. and Chellappa, R. and Phillips, P. J. and Rosenfeld, A.},
  date = {2003-12},
  doi = {10.1145/954339.954342},
  journal = {ACM Computing Surveys},
  number = {4},
  pages = {399--458},
  pub_abbrev = {CSUR},
  pub_full = {ACM Computing Surveys},
  pub_type = {journal},
  title = {Face Recognition: A Literature Survey},
  urldate = {2015-07-17},
  volume = {35},
  year = {2003}
}

@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 = {Computer Vision and Pattern Recognition},
  date = {2014},
  pages = {859--866},
  pub_abbrev = {CVPR},
  pub_full = {Computer Vision and Pattern Recognition},
  pub_type = {conference},
  title = {Similarity Comparisons for Interactive Fine-Grained Categorization},
  year = {2014}
}

@conference{decann_relating_2013,
  abstract = {{CMC}},
  author = {{DeCann}, Brian and Ross, Arun},
  booktitle = {Biometrics: Theory, Applications and Systems},
  date = {2013},
  pages = {1--8},
  pub_abbrev = {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}
}

@article{jacob_holm_poly_logarithmic_2001,
  abstract = {Dynamic Connectivity},
  author = {{Jacob Holm} and {Kristian de Lichtenberg} and {Mikkel Thorup}},
  date = {2001-07},
  doi = {10.1145/502090.502095},
  journal = {Journal of the ACM},
  number = {4},
  pages = {723--760},
  pub_abbrev = {JACM},
  pub_full = {Journal of the ACM},
  pub_type = {journal},
  title = {Poly-logarithmic deterministic fully-dynamic algorithms for connectivity, minimum spanning tree, 2-edge, and biconnectivity},
  volume = {48},
  year = {2001}
}

@article{lecun_deep_2015,
  author = {{LeCun}, Yann and Bengio, Yoshua and Hinton, Geoffrey},
  date = {2015-05-27},
  doi = {10.1038/nature14539},
  journal = {Nature},
  number = {7553},
  pages = {436--444},
  pub_abbrev = {Nature},
  pub_full = {Nature},
  pub_type = {journal},
  title = {Deep learning},
  urldate = {2017-05-18},
  volume = {521},
  year = {2015}
}

@conference{lecun_loss_2005,
  author = {{LeCun}, Yann and Huang, F.},
  booktitle = {International Conference on Artificial Intelligence and Statistics},
  date = {2005},
  pages = {1--8},
  pub_abbrev = {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{li_wan_end_end_2015,
  author = {{Li Wan} and {David Eigen} and {Rob Fergus}},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2015},
  pages = {851--859},
  pub_abbrev = {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{mccann_local_2012,
  author = {{McCann}, Sancho and Lowe, David G.},
  booktitle = {Computer Vision and Pattern Recognition},
  date = {2012},
  pages = {3650--3656},
  pub_abbrev = {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}
}

@report{ciresan_high_performance_2011,
  abstract = {We present a fast, fully parameterizable {GPU}},
  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},
  address = {Galleria 2, 6928 Manno, Switzerland},
  number = {{IDSIA}-01-11},
  pages = {1--12},
  title = {High-Performance Neural Networks for Visual Object Classification},
  type = {Technical Report},
  urldate = {2015-07-22},
  year = {2011}
}

@article{zhang_weakly_2015,
  author = {Zhang, Yu and Wei, Xiu-shen and Wu, Jianxin and Cai, Jianfei and Lu, Jiangbo and Nguyen, Viet-Anh and Do, Minh N.},
  date = {2015-04-20},
  doi = {arXiv:1504.04943},
  eprint = {1504.04943},
  eprinttype = {arxiv},
  journal = {Computing Research Repository},
  pages = {1--9},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Weakly Supervised Fine-Grained Image Categorization},
  urldate = {2015-04-28},
  volume = {abs/1504.04943},
  year = {2015}
}

@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},
  eprint = {1312.6229},
  eprinttype = {arxiv},
  journal = {Computing Research Repository},
  pages = {1--16},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {{OverFeat}: Integrated Recognition, Localization and Detection using Convolutional Networks},
  urldate = {2015-07-20},
  volume = {abs/1312.6229},
  year = {2013}
}

@article{razavian_baseline_2015,
  abstract = {This paper presents a simple pipeline for},
  author = {Razavian, Ali Sharif and Sullivan, Josephine and Maki, Atsuto and Carlsson, Stefan},
  date = {2015},
  eprint = {1412.6574},
  eprinttype = {arxiv},
  journal = {Computing Research Repository},
  pages = {1--8},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {A Baseline for Visual Instance Retrieval with Deep Convolutional Networks},
  urldate = {2015-05-11},
  volume = {abs/1412.6574},
  year = {2015}
}

@article{revaud_deep_2015,
  abstract = {We propose a new matching algorithm, called},
  author = {Revaud, Jerome and Weinzaepfel, Philippe and Harchaoui, Zaid and Schmid, Cordelia},
  date = {2015-06-25},
  doi = {1506.07656v1},
  eprint = {1506.07656},
  eprinttype = {arxiv},
  journal = {Computing Research Repository},
  pages = {1--19},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Deep Convolutional Matching},
  urldate = {2015-07-22},
  volume = {abs/1506.07656v1},
  year = {2015}
}

@article{liu_learning_2015,
  author = {Liu, Shicong and Hongtao, Lu},
  date = {2015},
  doi = {arXiv:1507.01442},
  journal = {Computing Research Repository},
  pages = {1--10},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Learning Better Encoding for Approximate Nearest Neighbor Search with Dictionary Annealing},
  volume = {abs/1507.01442},
  year = {2015}
}

@article{chatfield_return_2014,
  abstract = {The latest generation of Convolutional Neural Networks},
  author = {Chatfield, Ken and Simonyan, Karen and Vedaldi, Andrea and Zisserman, Andrew},
  date = {2014-05-14},
  doi = {arXiv:1405.3531},
  eprint = {1405.3531},
  eprinttype = {arxiv},
  journal = {Computing Research Repository},
  pages = {1--11},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Return of the Devil in the Details: Delving Deep into Convolutional Nets},
  urldate = {2015-07-20},
  volume = {abs/1405.3531},
  year = {2014}
}

@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 Research Repository},
  pages = {1--14},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Bird Species Categorization Using Pose Normalized Deep Convolutional Nets},
  urldate = {2015-04-28},
  volume = {abs/1406.2952},
  year = {2014}
}

@article{held_deep_2015,
  author = {Held, David and Thrun, Sebastian and Savarese, Silvio},
  date = {2015},
  doi = {arXiv:1507.08286},
  journal = {Computing Research Repository},
  pages = {1--16},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Deep Learning for Single-View Instance Recognition},
  urldate = {2015-08-03},
  volume = {abs/1507.08286},
  year = {2015}
}

@article{hinton_improving_2012,
  abstract = {dropout},
  author = {Hinton, Geoffrey E. and Srivastava, Nitish and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan R.},
  date = {2012-07-03},
  doi = {arXiv:1207.0580},
  eprint = {1207.0580},
  eprinttype = {arxiv},
  journal = {Computing Research Repository},
  pages = {1--18},
  pub_abbrev = {CoRR},
  pub_full = {Computing Research Repository},
  pub_type = {journal},
  title = {Improving neural networks by preventing co-adaptation of feature detectors},
  urldate = {2015-08-03},
  volume = {abs/1207.0580},
  year = {2012}
}

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