@inproceedings{bb280600,
        AUTHOR = "Shrestha, R. and Kafle, K. and Kanan, C.",
        TITLE = "An Investigation of Critical Issues in Bias Mitigation Techniques",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2512-2523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275320"}

@inproceedings{bb280601,
        AUTHOR = "Agarwal, S. and Muku, S. and Anand, S. and Arora, C.",
        TITLE = "Does Data Repair Lead to Fair Models? Curating Contextually Fair Data
To Reduce Model Bias",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3898-3907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275321"}

@inproceedings{bb280602,
        AUTHOR = "Dash, S. and Balasubramanian, V.N. and Sharma, A.",
        TITLE = "Evaluating and Mitigating Bias in Image Classifiers:
A Causal Perspective Using Counterfactuals",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "3879-3888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275322"}

@inproceedings{bb280603,
        AUTHOR = "Majumdar, P. and Singh, R. and Vatsa, M.",
        TITLE = "Attention Aware Debiasing for Unbiased Model Prediction",
        BOOKTITLE = HTCV21,
        YEAR = "2021",
        PAGES = "4116-4124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275323"}

@inproceedings{bb280604,
        AUTHOR = "Gwilliam, M. and Hegde, S. and Tinubu, L. and Hanson, A.",
        TITLE = "Rethinking Common Assumptions to Mitigate Racial Bias in Face
Recognition Datasets",
        BOOKTITLE = HTCV21,
        YEAR = "2021",
        PAGES = "4106-4115",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275324"}

@inproceedings{bb280605,
        AUTHOR = "Majumdar, P. and Mittal, S. and Singh, R. and Vatsa, M.",
        TITLE = "Unravelling the Effect of Image Distortions for Biased Prediction of
Pre-trained Face Recognition Models",
        BOOKTITLE = RPRMI21,
        YEAR = "2021",
        PAGES = "3779-3788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275325"}

@inproceedings{bb280606,
        AUTHOR = "Barbano, C.A. and Tartaglione, E. and Grangetto, M.",
        TITLE = "Bridging the gap between debiasing and privacy for deep learning",
        BOOKTITLE = RPRMI21,
        YEAR = "2021",
        PAGES = "3799-3808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275326"}

@inproceedings{bb280607,
        AUTHOR = "Ramaswamy, V.V. and Kim, S.S.Y. and Russakovsky, O.",
        TITLE = "Fair Attribute Classification through Latent Space De-biasing",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9297-9306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275327"}

@inproceedings{bb280608,
        AUTHOR = "Nuriel, O. and Benaim, S. and Wolf, L.B.",
        TITLE = "Permuted AdaIN:
Reducing the Bias Towards Global Statistics in Image Classification",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9477-9486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275328"}

@inproceedings{bb280609,
        AUTHOR = "Gong, S. and Liu, X.M. and Jain, A.K.",
        TITLE = "Mitigating Face Recognition Bias via Group Adaptive Classifier",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3413-3423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275329"}

@inproceedings{bb280610,
        AUTHOR = "Ragonesi, R. and Volpi, R. and Cavazza, J. and Murino, V.",
        TITLE = "Learning Unbiased Representations via Mutual Information
Backpropagation",
        BOOKTITLE = LLID21,
        YEAR = "2021",
        PAGES = "2723-2732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275330"}

@inproceedings{bb280611,
        AUTHOR = "Hazirbas, C. and Bitton, J. and Dolhansky, B. and Pan, J. and Gordo, A. and Ferrer, C.C.",
        TITLE = "Casual Conversations: A dataset for measuring fairness in AI",
        BOOKTITLE = RCV21,
        YEAR = "2021",
        PAGES = "2289-2293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275331"}

@inproceedings{bb280612,
        AUTHOR = "Lu, M. and Zhao, Q.Y. and Zhang, J. and Pohl, K.M. and Fei Fei, L. and Niebles, J.C. and Adeli, E.",
        TITLE = "Metadata Normalization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10912-10922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275332"}

@inproceedings{bb280613,
        AUTHOR = "Adeli, E. and Zhao, Q.Y. and Pfefferbaum, A. and Sullivan, E.V. and Fei Fei, L. and Niebles, J.C. and Pohl, K.M.",
        TITLE = "Representation Learning with Statistical Independence to Mitigate
Bias",
        BOOKTITLE = WACV21,
        YEAR = "2021",
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@inproceedings{bb280614,
        AUTHOR = "Karkkainen, K. and Joo, J.",
        TITLE = "FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age
for Bias Measurement and Mitigation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275334"}

@inproceedings{bb280615,
        AUTHOR = "Hwang, S. and Park, S. and Lee, P. and Jeon, S. and Kim, D. and Byun, H.R.",
        TITLE = "Exploiting Transferable Knowledge for Fairness-aware Image
Classification",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275335"}

@inproceedings{bb280616,
        AUTHOR = "Balakrishnan, G. and Xiong, Y.J. and Xia, W. and Perona, P.",
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        BOOKTITLE = ECCV20,
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@inproceedings{bb280617,
        AUTHOR = "Gong, S. and Liu, X.M. and Jain, A.K.",
        TITLE = "Jointly De-biasing Face Recognition and Demographic Attribute
Estimation",
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@inproceedings{bb280618,
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@inproceedings{bb280619,
        AUTHOR = "Wang, Z. and Qinami, K. and Karakozis, I.C. and Genova, K. and Nair, P. and Hata, K. and Russakovsky, O.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275339"}

@inproceedings{bb280620,
        AUTHOR = "Robinson, J.P. and Livitz, G. and Henon, Y. and Qin, C. and Fu, Y. and Timoner, S.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275340"}

@inproceedings{bb280621,
        AUTHOR = "Pena, A. and Serna, I. and Morales, A. and Fierrez, J.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275342"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888bias2.html#TT275343"}

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        AUTHOR = "Sirohey, S.A. and Wilson, C.L. and Chellappa, R.",
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        BOOKTITLE = UMD-CAR-TR,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275355"}

@book{bb280635,
        AUTHOR = "Sirohey, S.A. and Wilson, C.L. and Chellappa, R.",
        TITLE = "Human and Machine Recognition of Faces: A Survey",
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        AUTHOR = "Valentin, D. and Abdi, H. and O'Toole, A.J. and Cottrell, G.W.",
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        AUTHOR = "Bigun, J. and Chollet, G.",
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@article{bb280640,
        AUTHOR = "Shen, W.C. and Khanna, R.",
        TITLE = "Prolog To Face Recognition:
Eigenface, Elastic Matching, and Neural Nets",
        JOURNAL = PIEEE,
        VOLUME = "85",
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@article{bb280641,
        AUTHOR = "Zhang, J. and Yan, Y. and Lades, M.",
        TITLE = "Face Recognition:
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@article{bb280642,
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@article{bb280643,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275363"}

@inproceedings{bb280644,
        AUTHOR = "Choudhury, T. and Pentland, A.P.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275363"}

@inproceedings{bb280645,
        AUTHOR = "Choudhury, T. and Pentland, A.P.",
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@inproceedings{bb280646,
        AUTHOR = "Pentland, A.P. and Choudhury, T.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275364"}

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@book{bb280652,
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@string{IN-TECH = "Recent Advances in Face Recognition"}

@article{bb280654,
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@inproceedings{bb280655,
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@article{bb280656,
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@article{bb280657,
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@book{bb280658,
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@string{HFace04 = "Handbook of Face Recognition"}

@article{bb280660,
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        TITLE = "A survey of approaches and challenges in 3D and multi-modal 3D-2D face
recognition",
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@inproceedings{bb280661,
        AUTHOR = "Bowyer, K.W. and Chang, K.I. and Flynn, P.J.",
        TITLE = "A survey of approaches to three-dimensional face recognition",
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@article{bb280662,
        AUTHOR = "Masip, D. and Bressan, M. and Vitria, J.",
        TITLE = "Feature Extraction Methods for Real-Time Face Detection and
Classification",
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        NUMBER = "13",
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@inproceedings{bb280663,
        AUTHOR = "Rojas Quinones, M. and Masip, D. and Vitria, J.",
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Prior Models",
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@inproceedings{bb280664,
        AUTHOR = "Lapedriza, A. and Masip, D. and Vitria, J.",
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        YEAR = "2008",
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@inproceedings{bb280665,
        AUTHOR = "Lapedriza, A. and Masip, D. and Vitria, J.",
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@inproceedings{bb280666,
        AUTHOR = "Lapedriza, A. and Masip, D. and Vitria, J.",
        TITLE = "The Contribution of External Features to Face Recognition",
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        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275382"}

@inproceedings{bb280667,
        AUTHOR = "Lapedriza, A. and Masip, D. and Vitria, J.",
        TITLE = "Are External Face Features Useful for Automatic Face Classification?",
        BOOKTITLE = FRGC05,
        YEAR = "2005",
        PAGES = "III: 151-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275383"}

@article{bb280668,
        AUTHOR = "Zhao, W. and Chellappa, R. and Phillips, P.J. and Rosenfeld, A.",
        TITLE = "Face Recognition: A Literature Survey",
        JOURNAL = Surveys,
        VOLUME = "35",
        YEAR = "2003",
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        MONTH = "December",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275384"}

@inproceedings{bb280669,
        AUTHOR = "Rosenfeld, A. and Phillips, P.J. and Chellappa, R. and Zhao, W.",
        TITLE = "Face Recognition: A Literature Survey",
        BOOKTITLE = UMD,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275384"}

@inproceedings{bb280670,
        AUTHOR = "Rosenfeld, A. and Phillips, P.J. and Chellappa, R. and Zhao, W.",
        TITLE = "Face Recognition: A Literature Survey",
        BOOKTITLE = UMD,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275384"}

@book{bb280671,
        AUTHOR = "Zhou, S.H.K. and Chellappa, R. and Zhao, W.Y.",
        TITLE = "Unconstrained Face Recognition",
        PUBLISHER = "Springer",
        YEAR = "2006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275385"}

@article{bb280672,
        AUTHOR = "Abate, A.F. and Nappi, M. and Riccio, D. and Sabatino, G.",
        TITLE = "2D and 3D face recognition: A survey",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1885-1906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275386"}

@article{bb280673,
        AUTHOR = "Garcia, C. and Ostermann, J. and Cootes, T.F.",
        TITLE = "Facial Image Processing",
        JOURNAL = JIVP,
        VOLUME = "2007",
        YEAR = "2007",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275387"}

@article{bb280674,
        AUTHOR = "Sinha, P. and Balas, B. and Ostrovsky, Y. and Russell, R.",
        TITLE = "Face Recognition by Humans:
Nineteen Results All Computer Vision Researchers Should Know About",
        JOURNAL = PIEEE,
        VOLUME = "94",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1948-1962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275388"}

@book{bb280675,
        AUTHOR = "Wechsler, H.",
        TITLE = "Reliable Face Recognition Methods:
System Design, Implementation and Evaluation",
        PUBLISHER = "Springer",
        YEAR = "2007",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275389"}

@article{bb280676,
        AUTHOR = "Zhang, X.Z. and Gao, Y.S.",
        TITLE = "Face recognition across pose: A review",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2876-2896",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275390"}

@inproceedings{bb280677,
        AUTHOR = "Zhang, X.Z. and Zhao, S.Q. and Gao, Y.S.",
        TITLE = "On averaging face images for recognition under pose variations",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275391"}

@inproceedings{bb280678,
        AUTHOR = "Zhao, S.Q. and Zhang, X.Z. and Gao, Y.S.",
        TITLE = "A comparative evaluation of Average Face on holistic and local face
recognition approaches",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275392"}

@article{bb280679,
        AUTHOR = "Tistarelli, M. and Bicego, M. and Grosso, E.",
        TITLE = "Dynamic face recognition: From human to machine vision",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "222-232",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275393"}

@inproceedings{bb280680,
        AUTHOR = "Tistarelli, M. and Bicego, M. and Grosso, E.",
        TITLE = "Recognizing People's Faces: from Human to Machine Vision",
        BOOKTITLE = ICARCV06,
        YEAR = "2006",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275394"}

@inproceedings{bb280681,
        AUTHOR = "Tistarelli, M. and Brodo, L. and Lagorio, A. and Bicego, M.",
        TITLE = "Recognition of Human Faces: From Biological to Artificial Vision",
        BOOKTITLE = BVAI07,
        YEAR = "2007",
        PAGES = "191-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275395"}

@inproceedings{bb280682,
        AUTHOR = "Bicego, M. and Salah, A.A. and Grosso, E. and Tistarelli, M. and Akarun, L.",
        TITLE = "Generalization in Holistic versus Analytic Processing of Faces",
        BOOKTITLE = CIAP07,
        YEAR = "2007",
        PAGES = "235-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275396"}

@article{bb280683,
        AUTHOR = "Cadoni, M. and Lagorio, A. and Grosso, E.",
        TITLE = "Large scale face identification by combined iconic features and 3D
joint invariant signatures",
        JOURNAL = IVC,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "42-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275397"}

@inproceedings{bb280684,
        AUTHOR = "Cadoni, M. and Lagorio, A. and Grosso, E.",
        TITLE = "Iconic Methods for Multimodal Face Recognition: A Comparative Study",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4612-4617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275398"}

@book{bb280685,
        AUTHOR = "Zhao, W.Y. and Chellappa, R.",
        TITLE = "Face Processing: Advanced Modeling and Methods",
        PUBLISHER = "Elsevier",
        YEAR = "2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275399"}

@article{bb280686,
        AUTHOR = "Pantic, M. and Sebe, N. and Cohn, J.F. and Huang, T.S.",
        TITLE = "Best of Automatic Face and Gesture Recognition 2008",
        JOURNAL = IVC,
        VOLUME = "28",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "731",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275400"}

@article{bb280687,
        AUTHOR = "Chellappa, R. and Sinha, P. and Phillips, P.J.",
        TITLE = "Face Recognition by Computers and Humans",
        JOURNAL = Computer,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "46-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275401"}

@article{bb280688,
        AUTHOR = "Kamgar Parsi, B. and Lawson, W.E. and Kamgar Parsi, B.",
        TITLE = "Toward Development of a Face Recognition System for Watchlist
Surveillance",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1925-1937",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275402"}

@inproceedings{bb280689,
        AUTHOR = "Kamgar Parsi, B. and Lawson, W.E. and Kamgar Parsi, B.",
        TITLE = "Recognizing faces like humans: A new approach to facial identification
makes automated surveillance easier",
        BOOKTITLE = SPIE,
        VOLUME = "Newsroom",
        YEAR = "2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275403"}

@article{bb280690,
        AUTHOR = "Kroeker, K.L.",
        TITLE = "Face recognition breakthrough",
        JOURNAL = CACM,
        VOLUME = "52",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "18-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275404"}

@inproceedings{bb280691,
        AUTHOR = "Pelachaud, C. and Boubekeur, T.",
        TITLE = "Digital Human Faces: From Creation to Emotion",
        BOOKTITLE = "Computing Now",
        YEAR = "2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275405"}

@article{bb280692,
        AUTHOR = "Pelachaud, C. and Boubekeur, T.",
        TITLE = "Digital Human Faces: From Creation to Emotion",
        JOURNAL = IEEE_CGA,
        VOLUME = "30",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "18-19",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275405"}

@book{bb280693,
        AUTHOR = "Mou, D.",
        TITLE = "Machine-based Intelligent Face Recognition",
        PUBLISHER = "Springer",
        YEAR = "2010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275406"}

@book{bb280694,
        AUTHOR = "Evison, M.P. and Bruegge, R.W.V.",
        TITLE = "Computer-Aided Forensic Facial Comparison",
        PUBLISHER = "CRC Press",
        YEAR = "2010",
        MONTH = "March",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275407"}

@article{bb280695,
        AUTHOR = "Phillips, P.J.",
        TITLE = "Improving Face Recognition Technology",
        JOURNAL = Computer,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "84-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275408"}

@article{bb280696,
        AUTHOR = "Todorov, A. and Oosterhof, N.N.",
        TITLE = "Modeling Social Perception of Faces",
        JOURNAL = SPMag,
        VOLUME = "28",
        YEAR = "2011",
        NUMBER = "2",
        PAGES = "117-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275409"}

@article{bb280697,
        AUTHOR = "Hua, G. and Yang, M.H. and Learned Miller, E.G. and Ma, Y. and Turk, M.A. and Kriegman, D.J. and Huang, T.S.",
        TITLE = "Introduction to the Special Section on Real-World Face Recognition",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1921-1924",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275410"}

@book{bb280698,
        AUTHOR = "Plotz, T. and Fink, G.A. and Li, S.Z. and Jain, A.K.",
        TITLE = "Handbook of Face Recognition",
        PUBLISHER = "Springer",
        YEAR = "2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275411"}

@article{bb280699,
        AUTHOR = "Hermosilla, G. and Ruiz del Solar, J. and Verschae, R. and Correa, M.",
        TITLE = "A comparative study of thermal face recognition methods in
unconstrained environments",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2445-2459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/people888gen1.html#TT275412"}

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