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Chellappa, R.[Rama],
Probabilistic recognition of human faces from video,
CVIU(91), No. 1-2, July-August 2003, pp. 214-245.
Elsevier DOI
0309
BibRef
Earlier: A3, A2, A1:
ICIP02(I: 41-44).
IEEE DOI
0210
BibRef
Earlier: A3, A2, A1:
UMD-- TR4359, April 2002.
WWW Link. Not just tracking, but using the multiple images from
video in recognition.
BibRef
Zhou, S.H.[Shao-Hua],
Chellappa, R.[Rama],
Probabilistic Human Recognition from Video,
ECCV02(III: 681 ff.).
Springer DOI
0205
BibRef
And:
A robust algorithm for probabilistic human recognition from video,
ICPR02(I: 226-229).
IEEE DOI
0211
BibRef
Shekhar, S.[Sumit],
Patel, V.M.[Vishal M.],
Nguyen, H.V.[Hien V.],
Chellappa, R.[Rama],
Generalized Domain-Adaptive Dictionaries,
CVPR13(361-368)
IEEE DOI
1309
BibRef
Shrivastava, A.[Ashish],
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Multiple Kernel Learning for Sparse Representation-Based
Classification,
IP(23), No. 7, July 2014, pp. 3013-3024.
IEEE DOI
1407
Accuracy
See also Learning Common and Feature-Specific Patterns: A Novel Multiple-Sparse-Representation-Based Tracker.
BibRef
Shrivastava, A.[Ashish],
Patel, V.M.[Vishal M.],
Pillai, J.K.[Jaishanker K.],
Chellappa, R.[Rama],
Generalized Dictionaries for Multiple Instance Learning,
IJCV(114), No. 2-3, September 2015, pp. 288-305.
Springer DOI
1509
BibRef
de-la-Torre, M.[Miguel],
Granger, E.[Eric],
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Gorodnichy, D.O.[Dmitry O.],
Adaptive skew-sensitive ensembles for face recognition in video
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PR(48), No. 11, 2015, pp. 3385-3406.
Elsevier DOI
1506
Adaptive classifier ensembles
BibRef
de-la-Torre, M.[Miguel],
Granger, E.[Eric],
Sabourin, R.[Robert],
Gorodnichy, D.O.[Dmitry O.],
An adaptive ensemble-based system for face recognition in person
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MVA(26), No. 6, August 2015, pp. 741-773.
Springer DOI
1508
BibRef
de-la-Torre, M.[Miguel],
Granger, E.[Eric],
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Individual-specific management of reference data in adaptive
ensembles for face re-identification,
IET-CV(9), No. 5, 2015, pp. 732-740.
DOI Link
1511
face recognition
BibRef
Radtke, P.V.W.[Paulo V.W.],
Granger, E.[Eric],
Sabourin, R.[Robert],
Gorodnichy, D.O.[Dmitry O.],
Adaptive selection of ensembles for imbalanced class distributions,
ICPR12(2980-2984).
WWW Link.
1302
BibRef
Radtke, P.V.W.,
Sabourin, R.,
Wong, T.[Tong],
Intelligent feature extraction for ensemble of classifiers,
ICDAR05(II: 866-870).
IEEE DOI
0508
BibRef
Radtke, P.V.W.,
Soares de Oliveira, L.E.[Luiz E.],
Sabourin, Jr., R.[Robert],
Wong, T.,
Intelligent zoning design using multi-objective evolutionary algorithms,
ICDAR03(824-828).
IEEE DOI
0311
BibRef
Bashbaghi, S.[Saman],
Granger, E.[Eric],
Sabourin, R.[Robert],
Bilodeau, G.A.[Guillaume-Alexandre],
Dynamic ensembles of exemplar-SVMs for still-to-video face
recognition,
PR(69), No. 1, 2017, pp. 61-81.
Elsevier DOI
1706
BibRef
Earlier:
Ensembles of exemplar-SVMs for video face recognition from a single
sample per person,
AVSS15(1-6)
IEEE DOI
1511
Video surveillance.
face recognition
BibRef
Bashbaghi, S.[Saman],
Granger, E.[Eric],
Sabourin, R.[Robert],
Bilodeau, G.A.[Guillaume-Alexandre],
Robust watch-list screening using dynamic ensembles of SVMs based on
multiple face representations,
MVA(28), No. 1-2, February 2017, pp. 219-241.
Springer DOI
1702
BibRef
Earlier:
Watch-List Screening Using Ensembles Based on Multiple Face
Representations,
ICPR14(4489-4494)
IEEE DOI
1412
Cameras
BibRef
Shrivastava, A.[Ashish],
Pillai, J.K.[Jaishanker K.],
Patel, V.M.[Vishal M.],
Multiple kernel-based dictionary learning for weakly supervised
classification,
PR(48), No. 8, 2015, pp. 2667-2675.
Elsevier DOI
1505
Dictionary learning
BibRef
Shrivastava, A.[Ashish],
Nguyen, H.V.[Hien V.],
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Design of Non-Linear Discriminative Dictionaries for Image
Classification,
ACCV12(I:660-674).
Springer DOI
1304
BibRef
Shrivastava, A.[Ashish],
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Non-linear dictionary learning with partially labeled data,
PR(48), No. 11, 2015, pp. 3283-3292.
Elsevier DOI
1506
Weakly supervised learning
BibRef
Shrivastava, A.[Ashish],
Pillai, J.K.[Jaishanker K.],
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Learning discriminative dictionaries with partially labeled data,
ICIP12(3113-3116).
IEEE DOI
1302
Use both labelled data and web derived unlabelled data.
BibRef
Patel, V.M.[Vishal M.],
Chen, Y.C.[Yi-Chen],
Chellappa, R.[Rama],
Phillips, P.J.[P. Jonathon],
Dictionaries for image and video-based face recognition,
JOSA-A(31), No. 5, May 2014, pp. 1090-1103.
DOI Link
1405
Survey, Face Recognition. Image processing; Pattern recognition; Machine vision; Algorithms
BibRef
Patel, V.M.[Vishal M.],
Wu, T.[Tao],
Biswas, S.[Soma],
Phillips, P.J.[P. Jonathon],
Chellappa, R.[Rama],
Illumination robust dictionary-based face recognition,
ICIP11(777-780).
IEEE DOI
1201
BibRef
Chen, Y.C.[Yi-Chen],
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Phillips, P.J.[P. Jonathon],
Salient views and view-dependent dictionaries for object recognition,
PR(48), No. 10, 2015, pp. 3053-3066.
Elsevier DOI
1507
BibRef
Earlier:
Adaptive representations for video-based face recognition across pose,
WACV14(984-991)
IEEE DOI
1406
Salient view
Dictionaries
BibRef
Chen, Y.C.[Yi-Chen],
Patel, V.M.[Vishal M.],
Shekhar, S.,
Chellappa, R.[Rama],
Phillips, P.J.[P. Jonathon],
Video-based face recognition via joint sparse representation,
FG13(1-8)
IEEE DOI
1309
face recognition
See also Salient view selection based on sparse representation.
BibRef
Chen, Y.C.[Yi-Chen],
Patel, V.M.[Vishal M.],
Pillai, J.K.[Jaishanker K.],
Chellappa, R.[Rama],
Phillips, P.J.[P. Jonathon],
Dictionary Learning from Ambiguously Labeled Data,
CVPR13(353-360)
IEEE DOI
1309
Ambiguously labeled learning; dictionary-based learning
BibRef
Lin, W.A.[Wei-An],
Chen, J.C.[Jun-Cheng],
Ranjan, R.[Rajeev],
Bansal, A.[Ankan],
Sankaranarayanan, S.[Swami],
Castillo, C.D.[Carlos D.],
Chellappa, R.[Rama],
Proximity-Aware Hierarchical Clustering of unconstrained faces,
IVC(77), 2018, pp. 33-44.
Elsevier DOI
1809
BibRef
Earlier: A1, A2, A7, Only:
A Proximity-Aware Hierarchical Clustering of Faces,
FG17(294-301)
IEEE DOI
1707
Face recognition.
Clustering algorithms, Face, Feature extraction,
Partitioning algorithms, Support vector machines, Training,
Training, data
BibRef
Lin, W.A.[Wei-An],
Chen, J.C.[Jun-Cheng],
Castillo, C.D.[Carlos D.],
Chellappa, R.[Rama],
Deep Density Clustering of Unconstrained Faces,
CVPR18(8128-8137)
IEEE DOI
1812
Clustering algorithms, Density measurement, Couplings,
Encapsulation, Approximation algorithms, Feature extraction, Merging
BibRef
Chen, J.C.[Jun-Cheng],
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Unconstrained face verification using deep CNN features,
WACV16(1-9)
IEEE DOI
1606
Bayes methods
BibRef
Lu, B.,
Zheng, J.,
Chen, J.C.[Jun-Cheng],
Chellappa, R.[Rama],
Pose-Robust Face Verification by Exploiting Competing Tasks,
WACV17(1124-1132)
IEEE DOI
1609
Bayes methods, Face, Feature extraction, Measurement, Optimization,
Training, Training, data
BibRef
Chen, J.C.[Jun-Cheng],
Zheng, J.,
Patel, V.M.[Vishal M.],
Chellappa, R.[Rama],
Fisher Vector Encoded Deep Convolutional Features for Unconstrained
Face Verification,
ICIP16(2981-2985)
IEEE DOI
1610
BibRef
Earlier: A1, A3, A4, Only:
Landmark-based fisher vector representation for video-based face
verification,
ICIP15(2705-2709)
IEEE DOI
1512
Computational modeling.
Fisher vector; face verification; facial landmarks
BibRef
Chen, J.C.[Jun-Cheng],
Patel, V.M.[Vishal M.],
Ho, H.T.[Huy Tho],
Chellappa, R.[Rama],
Dictionary-Based Video Face Recognition Using Dense Multi-Scale
Facial Landmark Features,
ICIP14(733-737)
IEEE DOI
1502
Computer vision
BibRef
Chen, C.H.,
Chen, J.C.,
Castillo, C.D.,
Chellappa, R.,
Video-Based Face Association and Identification,
FG17(149-156)
IEEE DOI
1707
Face, Face detection, Probes, Robustness, Support vector machines,
Target tracking, Training
BibRef
Bodla, N.,
Zheng, J.X.[Jing-Xiao],
Xu, H.,
Chen, J.C.,
Castillo, C.D.,
Chellappa, R.,
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition,
WACV17(586-595)
IEEE DOI
1609
Face, Face recognition, Feature extraction, Fuses, Kernel, Lighting,
Neural, networks
BibRef
Zheng, J.X.[Jing-Xiao],
Chen, J.C.,
Bodla, N.,
Patel, V.M.,
Chellappa, R.,
VLAD encoded Deep Convolutional features for unconstrained face
verification,
ICPR16(4101-4106)
IEEE DOI
1705
Convolution, Encoding, Face, Feature extraction, Measurement, Testing, Training
BibRef
Bansal, A.,
Castillo, C.D.,
Ranjan, R.,
Chellappa, R.,
The Do's and Don'ts for CNN-Based Face Verification,
HumID17(2545-2554)
IEEE DOI
1802
Detectors, Face, Face recognition, Testing, Training, Videos, YouTube
BibRef
Ranjan, R.,
Sankaranarayanan, S.,
Castillo, C.D.,
Chellappa, R.,
An All-In-One Convolutional Neural Network for Face Analysis,
FG17(17-24)
IEEE DOI
1707
Face, Face detection, Face recognition, Pose estimation, Robustness, Training
BibRef
Chen, J.C.[Jun-Cheng],
Ranjan, R.[Rajeev],
Sankaranarayanan, S.[Swami],
Kumar, A.[Amit],
Chen, C.H.[Ching-Hui],
Patel, V.M.[Vishal M.],
Castillo, C.D.[Carlos D.],
Chellappa, R.[Rama],
Unconstrained Still/Video-Based Face Verification with Deep
Convolutional Neural Networks,
IJCV(126), No. 2-4, April 2018, pp. 272-291.
Springer DOI
1804
BibRef
Earlier: A1, A2, A4, A5, A6, A8, Only:
An End-to-End System for Unconstrained Face Verification with Deep
Convolutional Neural Networks,
ChaLearnDec15(360-368)
IEEE DOI
1602
Face
BibRef
Xu, H.,
Zheng, J.,
Alavi, A.,
Chellappa, R.,
Template regularized sparse coding for face verification,
ICPR16(1448-1454)
IEEE DOI
1705
BibRef
Earlier:
Learning a structured dictionary for video-based face recognition,
WACV16(1-9)
IEEE DOI
1606
Dictionaries, Encoding, Face, Face recognition, Measurement, Training, Videos.
BibRef
Chen, Y.C.[Yi-Chen],
Patel, V.M.[Vishal M.],
Phillips, P.J.[P. Jonathon],
Chellappa, R.[Rama],
Dictionary-Based Face Recognition from Video,
ECCV12(VI: 766-779).
Springer DOI
1210
BibRef
Du, M.[Ming],
Sankaranarayanan, A.C.,
Chellappa, R.[Rama],
Robust Face Recognition From Multi-View Videos,
IP(23), No. 3, March 2014, pp. 1105-1117.
IEEE DOI
1403
BibRef
Earlier: A1, A3, Only:
Face Association across Unconstrained Video Frames Using Conditional
Random Fields,
ECCV12(VII: 167-180).
Springer DOI
1210
Hilbert spaces
BibRef
Du, M.[Ming],
Chellappa, R.[Rama],
Video-Based Face Recognition Using the Intra-Personal/Extra-Personal
Difference Dictionary,
BMVC14(xx-yy).
HTML Version.
1410
BibRef
Krüger, V.[Volker],
Zhou, S.H.[Shao-Hua],
Chellappa, R.[Rama],
Integrating Video Information over Time. Example: Face Recognition from
Video,
CogVis03(127-144).
Springer DOI
0310
BibRef
Earlier: A2, A1, A3:
Face Recognition from Video: A Condensation Approach,
AFGR02(212-217).
IEEE DOI
0206
BibRef
Krüger, V.,
Gross, R.,
Baker, S.,
Appearance-Based 3-D Face Recognition from Video,
DAGM02(566 ff.).
Springer DOI
HTML Version.
0303
BibRef
Krüger, V.,
Zhou, S.H.[Shao-Hua],
Exemplar-Based Face Recognition from Video,
AFGR02(175-180).
IEEE DOI
0206
BibRef
And:
ECCV02(IV: 732 ff.).
Springer DOI
0205
BibRef
Zhou, S.H.[Shao-Hua],
Chellappa, R.,
Rank constrained recognition under unknown illuminations,
AMFG03(11-18).
IEEE DOI
0311
BibRef
Zhou, S.H.K.[Shao-Hua Kevin],
Chellappa, R.,
Moghaddam, B.,
Visual Tracking and Recognition Using Appearance-Adaptive Models in
Particle Filters,
IP(13), No. 11, November 2004, pp. 1491-1506.
IEEE DOI
0411
BibRef
And:
Intra-personal kernel space for face recognition,
AFGR04(235-240).
IEEE DOI
0411
BibRef
Zhou, S.H.K.[Shao-Hua Kevin],
Chellappa, R.,
From Sample Similarity to Ensemble Similarity:
Probabilistic Distance Measures in Reproducing Kernel Hilbert Space,
PAMI(28), No. 6, June 2006, pp. 917-929.
IEEE DOI
0605
BibRef
Zhou, S.K.,
Chellappa, R.,
Multiple-exemplar discriminant analysis for face recognition,
ICPR04(IV: 191-194).
IEEE DOI
0409
BibRef
And:
Probabilistic identity characterization for face recognition,
CVPR04(II: 805-812).
IEEE DOI
0408
BibRef
Chen, C.H.[Ching-Hui],
Chellappa, R.[Rama],
Character Identification in TV-series via Non-local Cost Aggregation,
BMVC15(xx-yy).
DOI Link
1601
BibRef
Chellappa, R.[Rama],
Aggarwal, G.[Gaurav],
Video Biometrics,
CIAP07(363-370).
IEEE DOI
0709
BibRef
Aggarwal, G.,
Roy Chowdhury, A.K.,
Chellappa, R.,
A system identification approach for video-based face recognition,
ICPR04(IV: 175-178).
IEEE DOI
0409
BibRef
Chapter on Face Recognition, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Recognition at a Distance, In the wild, In-the-Wild, Low Resolution Faces .