Tian, Y.[Yuan],
Tan, T.N.[Tie-Niu],
Wang, Y.H.[Yun-Hong],
Fang, Y.C.[Yu-Chun],
Do singular values contain adequate information for face recognition?,
PR(36), No. 3, March 2003, pp. 649-655.
Elsevier DOI
0301
BibRef
Liu, L.[Liang],
Wang, Y.H.[Yun-Hong],
Wang, Q.[Qian],
Tan, T.N.[Tie-Niu],
Fast Principal Component Analysis using Eigenspace Merging,
ICIP07(VI: 457-460).
IEEE DOI
0709
BibRef
Liu, J.[Jun],
Chen, S.C.[Song-Can],
Tan, X.Y.[Xiao-Yang],
Fractional order singular value decomposition representation for face
recognition,
PR(41), No. 1, January 2008, pp. 378-395.
Elsevier DOI
0710
Singular value decomposition (SVD);
Fractional order singular value decomposition representation (FSVDR);
Face representation (FR); Intermediate representation (IR); Face recognition
BibRef
Liu, J.[Jun],
Chen, S.C.[Song-Can],
Zhou, Z.H.[Zhi-Hua],
Tan, X.Y.[Xiao-Yang],
Single Image Subspace for Face Recognition,
AMFG07(205-219).
Springer DOI
0710
BibRef
Zhang, D.Q.A.[Dao-Qi-Ang],
Chen, S.C.[Song-Can],
Zhou, Z.H.[Zhi-Hua],
Recognizing Face or Object from a Single Image:
Linear vs. Kernel Methods on 2D Patterns,
SSPR06(889-897).
Springer DOI
0608
BibRef
Bryt, O.[Ori],
Elad, M.[Michael],
Compression of facial images using the K-SVD algorithm,
JVCIR(19), No. 4, May 2008, pp. 270-282.
Elsevier DOI
0711
Image compression; Sparse representations; Redundancy; K-SVD; OMP;
Facial images; PCA; JPEG; JPEG2000; VQ
BibRef
Ptucha, R.[Raymond],
Savakis, A.E.[Andreas E.],
Manifold based sparse representation for facial understanding in
natural images,
IVC(31), No. 5, May 2013, pp. 365-378.
Elsevier DOI
1305
BibRef
And:
Joint optimization of manifold learning and sparse representations,
FG13(1-7)
IEEE DOI
1309
data structures
Classification of facial expression; Race; Gender; Glasses and
facial hair
BibRef
Ptucha, R.[Raymond],
Savakis, A.E.[Andreas E.],
LGE-KSVD: Robust Sparse Representation Classification,
IP(23), No. 4, April 2014, pp. 1737-1750.
IEEE DOI
1404
BibRef
Earlier:
LGE-KSVD: Flexible Dictionary Learning for Optimized Sparse
Representation Classification,
AMFG13(854-861)
IEEE DOI
1309
dictionary learning; dimensionality reduction; sparse representations
BibRef
Kim, W.J.[Won-Jun],
Suh, S.J.[Sung-Joo],
Hwang, W.J.[Won-Jun],
Han, J.J.[Jae-Joon],
SVD Face: Illumination-Invariant Face Representation,
SPLetters(21), No. 11, November 2014, pp. 1336-1340.
IEEE DOI
1408
face recognition
BibRef
Jian, M.,
Lam, K.,
Simultaneous Hallucination and Recognition of Low-Resolution Faces
Based on Singular Value Decomposition,
CirSysVideo(25), No. 11, November 2015, pp. 1761-1772.
IEEE DOI
1511
Databases
BibRef
Gao, G.W.[Guang-Wei],
Yang, J.[Jian],
Jing, X.Y.[Xiao-Yuan],
Shen, F.M.[Fu-Min],
Yang, W.K.[Wan-Kou],
Yue, D.[Dong],
Learning Robust and Discriminative Low-Rank Representations for Face
Recognition with Occlusion,
PR(66), No. 1, 2017, pp. 129-143.
Elsevier DOI
1704
Face recognition
See also Super-Resolution Person Re-Identification with Semi-Coupled Low-Rank Discriminant Dictionary Learning.
BibRef
Liu, H.D.[Hui-Dong],
Yang, M.[Ming],
Gao, Y.[Yang],
Yin, Y.L.[Yi-Long],
Chen, L.[Liang],
Bilinear Discriminative Dictionary Learning for Face Recognition,
PR(47), No. 5, 2014, pp. 1835-1845.
Elsevier DOI
1402
Bilinear
BibRef
Lin, G.J.[Guo-Jun],
Yang, M.[Meng],
Yang, J.[Jian],
Shen, L.L.[Lin-Lin],
Xie, W.C.[Wei-Cheng],
Robust, discriminative and comprehensive dictionary learning for face
recognition,
PR(81), 2018, pp. 341-356.
Elsevier DOI
1806
Dictionary learning, Face recognition, Sparse representation
BibRef
Wu, F.[Fei],
Jing, X.Y.[Xiao-Yuan],
You, X.G.[Xin-Ge],
Yue, D.[Dong],
Hu, R.M.[Rui-Min],
Yang, J.Y.[Jing-Yu],
Multi-View Low-Rank Dictionary Learning for Image Classification,
PR(50), No. 1, 2016, pp. 143-154.
Elsevier DOI
1512
Multi-view dictionary learning
BibRef
Zhao, Y.[Yue],
Cheung, Y.M.[Yiu-Ming],
You, X.G.[Xin-Ge],
Peng, Q.M.[Qin-Mu],
Peng, J.T.[Jiang-Tao],
Yuan, P.P.[Pei-Pei],
Shi, Y.F.[Yu-Feng],
Hyperspectral Image Classification via Spatial Window-Based Multiview
Intact Feature Learning,
GeoRS(59), No. 3, March 2021, pp. 2294-2306.
IEEE DOI
2103
Feature extraction, Training, Hyperspectral imaging,
Data mining, Technological innovation, spatial window
BibRef
Jing, X.Y.[Xiao-Yuan],
Wu, F.[Fei],
Zhu, X.[Xiaoke],
Dong, X.[Xiwei],
Ma, F.[Fei],
Li, Z.Q.[Zhi-Qiang],
Multi-Spectral Low-Rank Structured Dictionary Learning for Face
Recognition,
PR(59), No. 1, 2016, pp. 14-25.
Elsevier DOI
1609
Multi-spectral face recognition
BibRef
Chen, Y.[Yu],
Yang, J.[Jian],
Luo, L.[Lei],
Zhang, H.M.[Heng-Min],
Qian, J.J.[Jian-Jun],
Tai, Y.[Ying],
Zhang, J.[Jian],
Adaptive noise dictionary construction via IRRPCA for face
recognition,
PR(59), No. 1, 2016, pp. 26-41.
Elsevier DOI
1609
Face recognition
BibRef
Luo, L.,
Chen, L.,
Yang, J.,
Qian, J.J.[Jian-Jun],
Zhang, B.,
Tree-Structured Nuclear Norm Approximation With Applications to
Robust Face Recognition,
IP(25), No. 12, December 2016, pp. 5757-5767.
IEEE DOI
1612
computer vision
BibRef
Xie, J.,
Yang, J.,
Qian, J.J.[Jian-Jun],
Tai, Y.[Ying],
Robust Matrix Regression for Illumination and Occlusion Tolerant Face
Recognition,
RSL-CV15(886-893)
IEEE DOI
1602
Face
BibRef
Qian, J.J.[Jian-Jun],
Luo, L.[Lei],
Yang, J.[Jian],
Zhang, F.L.[Fan-Long],
Lin, Z.C.[Zhou-Chen],
Robust Nuclear Norm Regularized Regression for Face Recognition with
Occlusion,
PR(48), No. 10, 2015, pp. 3145-3159.
Elsevier DOI
1507
BibRef
Earlier: A1, A3, A4, A5, Only:
Robust Low-Rank Regularized Regression for Face Recognition with
Occlusion,
Biometrics14(21-26)
IEEE DOI
1409
Nuclear norm
BibRef
Tai, Y.[Ying],
Yang, J.[Jian],
Luo, L.[Lei],
Zhang, F.L.[Fan-Long],
Qian, J.J.[Jian-Jun],
Learning discriminative singular value decomposition representation
for face recognition,
PR(50), No. 1, 2016, pp. 1-16.
Elsevier DOI
1512
Face representation
BibRef
Luo, L.[Lei],
Yang, J.[Jian],
Qian, J.J.[Jian-Jun],
Tai, Y.[Ying],
Nuclear-L_1 Norm Joint Regression for Face Reconstruction and
Recognition with Mixed Noise,
PR(48), No. 12, 2015, pp. 3811-3824.
Elsevier DOI
1509
BibRef
Earlier:
Nuclear-L_1 Norm Joint Regression for Face Reconstruction and
Recognition,
ACCV14(II: 659-673).
Springer DOI
1504
Sparse representation
BibRef
Yang, J.[Jian],
Luo, L.[Lei],
Qian, J.J.[Jian-Jun],
Tai, Y.[Ying],
Zhang, F.L.[Fan-Long],
Xu, Y.[Yong],
Nuclear Norm Based Matrix Regression with Applications to Face
Recognition with Occlusion and Illumination Changes,
PAMI(39), No. 1, January 2017, pp. 156-171.
IEEE DOI
1612
Encoding
BibRef
Xie, J.,
Yang, J.[Jian],
Qian, J.J.[Jian-Jun],
Tai, Y.[Ying],
Zhang, H.M.,
Robust Nuclear Norm-Based Matrix Regression With Applications to
Robust Face Recognition,
IP(26), No. 5, May 2017, pp. 2286-2295.
IEEE DOI
1704
Encoding
BibRef
Qian, J.J.[Jian-Jun],
Yang, J.[Jian],
Xu, Y.[Yong],
Xie, J.[Jin],
Lai, Z.H.[Zhi-Hui],
Zhang, B.[Bob],
Image decomposition based matrix regression with applications to
robust face recognition,
PR(102), 2020, pp. 107204.
Elsevier DOI
2003
Matrix regression, Low rank, Image decomposition, Pattern classification
BibRef
Chen, S.[Shuo],
Yang, J.[Jian],
Wei, Y.[Yang],
Luo, L.[Lei],
Lu, G.F.[Gui-Fu],
Gong, C.[Chen],
d-Norm-Based Robust Regression With Applications to Image Analysis,
Cyber(51), No. 6, June 2021, pp. 3371-3383.
IEEE DOI
2106
Kernel, Closed-form solutions, Image analysis, Noise measurement,
Face, Feature extraction, Image analysis, kernel function,
robust regression (RR)
BibRef
Qian, J.J.[Jian-Jun],
Yang, J.[Jian],
Xu, Y.[Yong],
Local Structure-Based Image Decomposition for Feature Extraction with
Applications to Face Recognition,
IP(22), No. 9, 2013, pp. 3591-3603.
IEEE DOI
1309
Image decomposition
BibRef
Qian, J.J.[Jian-Jun],
Yang, J.[Jian],
General Regression and Representation Model for Face Recognition,
Biometrics13(166-172)
IEEE DOI
1309
BibRef
Hu, C.H.[Chang-Hui],
Lu, X.B.[Xiao-Bo],
Ye, M.J.[Meng-Jun],
Zeng, W.L.[Wei-Li],
Singular value decomposition and local near neighbors for face
recognition under varying illumination,
PR(64), No. 1, 2017, pp. 60-83.
Elsevier DOI
1701
Illumination processing
BibRef
Hsu, S.C.[Shih-Chung],
Chang, I.C.[I-Cheng],
Huang, C.L.[Chung-Lin],
Vehicle verification between two nonoverlapped views using sparse
representation,
PR(81), 2018, pp. 131-146.
Elsevier DOI
1806
BibRef
Earlier:
Object verification in two views using Sparse representation,
ICPR16(504-509)
IEEE DOI
1705
Boost K-SVD, K-SVD, Vehicle verification, Atom initializing,
Restricted isometry property (RIP).
Correlation, Databases, Dictionaries, Face, Sparse matrices,
Support vector machines, Training,
Object Verification, Sparse, Representation(SR)
BibRef
Liu, S.G.[Shi-Gang],
Wang, Y.H.[Yu-Hong],
Peng, Y.[Yali],
Hou, S.J.[Su-Juan],
Zhang, K.[Keyou],
Wu, X.J.[Xiao-Jun],
Singular value decomposition-based virtual representation for face
recognition,
MVA(31), No. 3, March 2020, pp. Article19.
Springer DOI
2004
BibRef
Shao, Z.H.[Zhu-Hong],
Zhang, Z.W.[Zuo-Wei],
Li, L.[Leding],
Li, H.L.[Hai-Liang],
Li, X.[Xuanyi],
Li, B.[Bicao],
Shang, Y.Y.[Yuan-Yuan],
Chen, B.[Bin],
Pyramid quaternion discrete cosine transform based ConvNet for
cancelable face recognition,
IVC(151), 2024, pp. 105301.
Elsevier DOI
2411
Face recognition, Multiresolution quaternion singular value decomposition,
Cancelable
BibRef
Zhang, Q.A.[Qi-Ang],
Li, B.X.[Bao-Xin],
Joint Sparsity Model with Matrix Completion for an ensemble of face
images,
ICIP10(1665-1668).
IEEE DOI
1009
BibRef
Earlier:
Discriminative K-SVD for dictionary learning in face recognition,
CVPR10(2691-2698).
IEEE DOI
1006
BibRef
Song, H.Z.[Hai-Zhou],
Qian, Y.[Ying],
Research of face recognition based on SVD,
IASP09(255-259).
IEEE DOI
0904
BibRef
Bengherabi, M.[Messaoud],
Mezai, L.[Lamia],
Harizi, F.[Farid],
Guessoum, A.[Abderrazak],
Cheriet, M.[Mohamed],
Score Fusion of SVD and DCT-RLDA for Face Recognition,
IPTA08(1-8).
IEEE DOI
0811
BibRef
Zhang, X.Q.[Xiao-Qin],
Hu, W.M.[Wei-Ming],
Zhao, Z.X.[Zi-Xiang],
Wang, Y.G.[Yan-Guo],
Li, X.[Xi],
Wei, Q.D.[Qing-Di],
SVD based Kalman Particle Filter for Robust Visual Tracking,
ICPR08(1-4).
IEEE DOI
0812
BibRef
Lee, S.W.[Sang-Woong],
Lee, S.W.[Seong-Whan],
SVDD-Based Illumination Compensation for Face Recognition,
ICB07(154-162).
Springer DOI
0708
BibRef
Pang, Y.W.[Yan-Wei],
Yu, N.H.[Neng-Hai],
Zhang, R.[Rong],
Rong, J.W.[Jia-Wei],
Liu, Z.K.[Zheng-Kai],
Fusion of SVD and LDA for face recognition,
ICIP04(II: 1417-1420).
IEEE DOI
0505
BibRef
Chapter on Matching and Recognition Using Volumes, High Level Vision Techniques, Invariants continues in
Other Invariants in Face Recognition, General Invariants, Sparse Representations .