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Carlos D. Castillo, Ph.D. - Publications

Affiliations: 
2012 Computer Science University of Maryland, College Park, College Park, MD 
Area:
Computer Vision
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28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 O'Toole AJ, Castillo CD. Face Recognition by Humans and Machines: Three Fundamental Advances from Deep Learning. Annual Review of Vision Science. PMID 34348035 DOI: 10.1146/annurev-vision-093019-111701  0.425
2021 Colón YI, Castillo CD, O'Toole AJ. Facial expression is retained in deep networks trained for face identification. Journal of Vision. 21: 4. PMID 33821927 DOI: 10.1167/jov.21.4.4  0.38
2021 Noyes E, Parde CJ, Colón YI, Hill MQ, Castillo CD, Jenkins R, O'Toole AJ. Seeing through disguise: Getting to know you with a deep convolutional neural network. Cognition. 211: 104611. PMID 33592392 DOI: 10.1016/j.cognition.2021.104611  0.516
2021 Cavazos JG, Phillips PJ, Castillo CD, O'Toole AJ. Accuracy comparison across face recognition algorithms: Where are we on measuring race bias? Ieee Transactions On Biometrics, Behavior, and Identity Science. 3: 101-111. PMID 33585821 DOI: 10.1109/TBIOM.2020.3027269  0.338
2020 Sengupta S, Lichy D, Kanazawa A, Castillo CD, Jacobs DW. SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33360981 DOI: 10.1109/TPAMI.2020.3046915  0.575
2020 Zheng J, Ranjan R, Chen C, Chen J, Castillo CD, Chellappa R. An Automatic System for Unconstrained Video-Based Face Recognition Ieee Transactions On Biometrics, Behavior, and Identity Science. 2: 194-209. DOI: 10.1109/tbiom.2020.2973504  0.468
2019 Parde CJ, Hu Y, Castillo C, Sankaranarayanan S, O'Toole AJ. Social Trait Information in Deep Convolutional Neural Networks Trained for Face Identification. Cognitive Science. 43: e12729. PMID 31204800 DOI: 10.1111/Cogs.12729  0.509
2019 Colon YI, Hill MQ, Parde CJ, Castillo CD, Ranjan R, O’Toole AJ. Facial Expression Information in Deep Convolutional Neural Networks Trained for Face Identification Journal of Vision. 19: 93b. DOI: 10.1167/19.10.93B  0.463
2019 Parde CJ, Colon YI, Hill MQ, Ranjan R, Castillo C, O’Toole AJ. Density of Top-Layer Codes in Deep Convolutional Neural Networks Trained for Face Identification Journal of Vision. 19: 261d. DOI: 10.1167/19.10.261D  0.389
2019 Ranjan R, Bansal A, Zheng J, Xu H, Gleason J, Lu B, Nanduri A, Chen J, Castillo C, Chellappa R. A Fast and Accurate System for Face Detection, Identification, and Verification Ieee Transactions On Biometrics, Behavior, and Identity Science. 1: 82-96. DOI: 10.1109/TBIOM.2019.2908436  0.381
2019 Lu B, Chen J, Castillo CD, Chellappa R. An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification Ieee Transactions On Biometrics, Behavior, and Identity Science. 1: 42-55. DOI: 10.1109/Tbiom.2018.2890577  0.549
2019 Hill MQ, Parde CJ, Castillo CD, Colón YI, Ranjan R, Chen J, Blanz V, O’Toole AJ. Deep convolutional neural networks in the face of caricature Nature Machine Intelligence. 1: 522-529. DOI: 10.1038/S42256-019-0111-7  0.592
2018 O'Toole AJ, Castillo CD, Parde CJ, Hill MQ, Chellappa R. Face Space Representations in Deep Convolutional Neural Networks. Trends in Cognitive Sciences. PMID 30097304 DOI: 10.1016/J.Tics.2018.06.006  0.568
2018 Phillips PJ, Yates AN, Hu Y, Hahn CA, Noyes E, Jackson K, Cavazos JG, Jeckeln G, Ranjan R, Sankaranarayanan S, Chen JC, Castillo CD, Chellappa R, White D, O'Toole AJ. Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms. Proceedings of the National Academy of Sciences of the United States of America. PMID 29844174 DOI: 10.1073/Pnas.1721355115  0.532
2018 Hill M, Parde C, Chen J, Castillo C, Blanz V, O'Toole A. Hierarchical Representations of Viewpoint and Illumination in Deep Convolutional Neural Networks Trained for Face Identification Journal of Vision. 18: 353. DOI: 10.1167/18.10.353  0.469
2018 Parde C, Hu Y, Castillo C, Sankaranarayanan S, O'Toole A. Social Networks: Analyzing Social Information in Deep Convolutional Neural Networks Trained for Face Identification Journal of Vision. 18: 1342. DOI: 10.1167/18.10.1342  0.37
2018 Noyes E, Colon YI, Hill M, Parde C, Castillo C, Sankaranarayanan S, O'Toole A. Face Familiarity in Deep Convolutional Neural Networks Journal of Vision. 18: 1093. DOI: 10.1167/18.10.1093  0.488
2018 Ranjan R, Sankaranarayanan S, Bansal A, Bodla N, Chen J, Patel VM, Castillo CD, Chellappa R. Deep Learning for Understanding Faces: Machines May Be Just as Good, or Better, than Humans Ieee Signal Processing Magazine. 35: 66-83. DOI: 10.1109/Msp.2017.2764116  0.562
2018 Lin W, Chen J, Ranjan R, Bansal A, Sankaranarayanan S, Castillo CD, Chellappa R. Proximity-Aware Hierarchical Clustering of unconstrained faces Image and Vision Computing. 77: 33-44. DOI: 10.1016/J.Imavis.2018.06.007  0.469
2017 Parde C, Castillo C, Hill M, Colon Y, Chen J, Sankaranarayanan S, O'Toole A. Face Representations in Deep Convolutional Neural Networks Journal of Vision. 17: 246. DOI: 10.1167/17.10.246  0.488
2017 Noyes E, Parde C, Colon Y, Hill M, Castillo C, Chen J, Jenkins R, O'Toole A. Comparing human and deep convolutional neural network face-matching performance on disguised face images Journal of Vision. 17: 1003. DOI: 10.1167/17.10.1003  0.567
2017 Bansal A, Nanduri A, Castillo CD, Ranjan R, Chellappa R. UMDFaces: An annotated face dataset for training deep networks International Journal of Central Banking. 464-473. DOI: 10.1109/Btas.2017.8272731  0.572
2017 Chen J, Ranjan R, Sankaranarayanan S, Kumar A, Chen C, Patel VM, Castillo CD, Chellappa R. Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks International Journal of Computer Vision. 126: 272-291. DOI: 10.1007/S11263-017-1029-3  0.607
2016 Sengupta S, Chen JC, Castillo C, Patel VM, Chellappa R, Jacobs DW. Frontal to profile face verification in the wild 2016 Ieee Winter Conference On Applications of Computer Vision, Wacv 2016. DOI: 10.1109/WACV.2016.7477558  0.569
2011 Castillo CD, Jacobs DW. Trainable 3D recognition using stereo matching Proceedings of the Ieee International Conference On Computer Vision. 625-631. DOI: 10.1109/ICCVW.2011.6130301  0.53
2011 Castillo CD, Jacobs DW. Wide-baseline stereo for face recognition with large pose variation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 537-544. DOI: 10.1109/CVPR.2011.5995559  0.633
2009 Castillo CD, Jacobs DW. Using stereo matching with general epipolar geometry for 2D face recognition across pose. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 2298-304. PMID 19834149 DOI: 10.1109/Tpami.2009.123  0.666
2007 Castillo CD, Jacobs DW. Using stereo matching for 2-D face recognition across pose Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383111  0.63
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