22.2.2.7.1 Face Recognition from Video, Faces in Video, Chellappa Group Papers

Zhou, S.H.[Shao-Hua], Krueger, V.[Volker], 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], Sabourin, R.[Robert], Gorodnichy, D.O.[Dmitry O.],
Adaptive skew-sensitive ensembles for face recognition in video surveillance,
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 re-identification,
MVA(26), No. 6, August 2015, pp. 741-773.
Springer DOI 1508
BibRef

de-la-Torre, M.[Miguel], Granger, E.[Eric], Sabourin, R.[Robert], Gorodnichy, D.O.[Dmitry O.],
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
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

Musale, J.C.[Jitendra Chandrakant], Singh, A.K.[Anuj Kumar], Shirke, S.[Swati],
Effective face recognition from video using enhanced social collie optimization-based deep convolutional neural network technique,
JVCIR(115), 2026, pp. 104639.
Elsevier DOI 2601
Deep convolutional neural network, Optimization, Hybrid weighted texture pattern, Face recognition, Video recognition 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, Human Pose, Detection, Tracking, Gesture Recognition, Fingerprints, Biometrics continues in
Face Recognition at a Distance, In the wild, In-the-Wild, Low Resolution Faces .