@article{bb102300,
        AUTHOR = "Keeling, S.L. and Kunisch, K.",
        TITLE = "Robust L1 Approaches to Computing the Geometric Median and Principal
and Independent Components",
        JOURNAL = JMIV,
        VOLUME = "56",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "September",
        PAGES = "99-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98773"}

@article{bb102301,
        AUTHOR = "da Silva, A.P. and Comon, P. and de Almeida, A.L.F.",
        TITLE = "A Finite Algorithm to Compute Rank-1 Tensor Approximations",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "959-963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98774"}

@article{bb102302,
        AUTHOR = "Tichavsky, P. and Phan, A.H. and Cichocki, A.",
        TITLE = "Partitioned Alternating Least Squares Technique for Canonical
Polyadic Tensor Decomposition",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "993-997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98775"}

@article{bb102303,
        AUTHOR = "Xing, H.J. and Wang, X.Z.",
        TITLE = "Selective ensemble of SVDDs with Renyi entropy based diversity
measure",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "185-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98776"}

@article{bb102304,
        AUTHOR = "Kviatkovsky, I. and Gabel, M. and Rivlin, E. and Shimshoni, I.",
        TITLE = "On the Equivalence of the LC-KSVD and the D-KSVD Algorithms",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "411-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98777"}

@article{bb102305,
        AUTHOR = "Liu, Y. and Gao, Q. and Miao, S. and Gao, X. and Nie, F. and Li, Y.",
        TITLE = "A Non-Greedy Algorithm for L1-Norm LDA",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "684-695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98778"}

@article{bb102306,
        AUTHOR = "Dumitrescu, B. and Irofti, P.",
        TITLE = "Regularized K-SVD",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "309-313",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98779"}

@article{bb102307,
        AUTHOR = "Wang, Q.Q. and Gao, Q.X. and Gao, X.B. and Nie, F.P.",
        TITLE = "Optimal mean two-dimensional principal component analysis with F-norm
minimization",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "286-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98780"}

@article{bb102308,
        AUTHOR = "Ye, Q. and Zhao, H. and Fu, L. and Gao, S.",
        TITLE = "Underlying Connections Between Algorithms for Nongreedy LDA-L1",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2557-2559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98781"}

@article{bb102309,
        AUTHOR = "Gao, Q. and Ma, L. and Liu, Y. and Gao, X. and Nie, F.",
        TITLE = "Angle 2DPCA: A New Formulation for 2DPCA",
        JOURNAL = Cyber,
        VOLUME = "48",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1672-1678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98782"}

@article{bb102310,
        AUTHOR = "Silva, D.G. and Attux, R.",
        TITLE = "Simulated Annealing for Independent Component Analysis Over Galois
Fields",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "516-520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98783"}

@article{bb102311,
        AUTHOR = "Miao, J. and Cheng, G. and Cai, Y. and Xia, J.",
        TITLE = "Approximate Joint Singular Value Decomposition Algorithm Based on
Givens-Like Rotation",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "620-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98784"}

@article{bb102312,
        AUTHOR = "Shang, F.H. and Cheng, J. and Liu, Y.Y. and Luo, Z.Q. and Lin, Z.C.",
        TITLE = "Bilinear Factor Matrix Norm Minimization for Robust PCA:
Algorithms and Applications",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2066-2080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98785"}

@article{bb102313,
        AUTHOR = "Smallman, L. and Artemiou, A. and Morgan, J.",
        TITLE = "Sparse Generalised Principal Component Analysis",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "443-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98786"}

@article{bb102314,
        AUTHOR = "Vaswani, N. and Chi, Y. and Bouwmans, T.",
        TITLE = "Rethinking PCA for Modern Data Sets: Theory, Algorithms, and
Applications",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1274-1276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98787"}

@article{bb102315,
        AUTHOR = "Johnstone, I.M. and Paul, D.",
        TITLE = "PCA in High Dimensions: An Orientation",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1277-1292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98788"}

@article{bb102316,
        AUTHOR = "Balzano, L. and Chi, Y. and Lu, Y.M.",
        TITLE = "Streaming PCA and Subspace Tracking: The Missing Data Case",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1293-1310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98789"}

@article{bb102317,
        AUTHOR = "Zou, H. and Xue, L.",
        TITLE = "A Selective Overview of Sparse Principal Component Analysis",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1311-1320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98790"}

@article{bb102318,
        AUTHOR = "Wu, S.X. and Wai, H. and Li, L. and Scaglione, A.",
        TITLE = "A Review of Distributed Algorithms for Principal Component Analysis",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1321-1340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98791"}

@article{bb102319,
        AUTHOR = "Zare, A. and Ozdemir, A. and Iwen, M.A. and Aviyente, S.",
        TITLE = "Extension of PCA to Higher Order Data Structures: An Introduction to
Tensors, Tensor Decompositions, and Tensor PCA",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1341-1358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98792"}

@article{bb102320,
        AUTHOR = "Vaswani, N. and Narayanamurthy, P.",
        TITLE = "Static and Dynamic Robust PCA and Matrix Completion: A Review",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1359-1379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98793"}

@article{bb102321,
        AUTHOR = "Lerman, G. and Maunu, T.",
        TITLE = "An Overview of Robust Subspace Recovery",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1380-1410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98794"}

@article{bb102322,
        AUTHOR = "Ma, S. and Aybat, N.S.",
        TITLE = "Efficient Optimization Algorithms for Robust Principal Component
Analysis and Its Variants",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1411-1426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98795"}

@article{bb102323,
        AUTHOR = "Bouwmans, T. and Javed, S. and Zhang, H. and Lin, Z. and Otazo, R.",
        TITLE = "On the Applications of Robust PCA in Image and Video Processing",
        JOURNAL = PIEEE,
        VOLUME = "106",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1427-1457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98796"}

@article{bb102324,
        AUTHOR = "Yazdi, S.V. and Douzal Chouakria, A.",
        TITLE = "Time warp invariant kSVD: Sparse coding and dictionary learning for
time series under time warp",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98797"}

@article{bb102325,
        AUTHOR = "Schnass, K.",
        TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1865-1869",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98798"}

@article{bb102326,
        AUTHOR = "Schnass, K.",
        TITLE = "Average Performance of Orthogonal Matching Pursuit (OMP) for Sparse
Approximation",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1566-1567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98798"}

@article{bb102327,
        AUTHOR = "Tarzanagh, D.A. and Michailidis, G.",
        TITLE = "Fast Randomized Algorithms for t-Product Based Tensor Operations and
Decompositions with Applications to Imaging Data",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "4",
        PAGES = "2629-2664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98799"}

@article{bb102328,
        AUTHOR = "Hovhannisyan, V. and Panagakis, Y. and Parpas, P. and Zafeiriou, S.P.",
        TITLE = "Fast Multilevel Algorithms for Compressive Principal Component
Pursuit",
        JOURNAL = SIIMS,
        VOLUME = "12",
        YEAR = "2019",
        NUMBER = "1",
        PAGES = "624-649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98800"}

@inproceedings{bb102329,
        AUTHOR = "Hovhannisyan, V. and Panagakis, Y. and Parpas, P. and Zafeiriou, S.P.",
        TITLE = "Multilevel Approximate Robust Principal Component Analysis",
        BOOKTITLE = Matrix-Tensor17,
        YEAR = "2017",
        PAGES = "536-544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98801"}

@article{bb102330,
        AUTHOR = "Mo, D.M. and Lai, Z.H. and Wong, W.K.",
        TITLE = "Locally Joint Sparse Marginal Embedding for Feature Extraction",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3038-3052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98802"}

@article{bb102331,
        AUTHOR = "Machidon, A.L. and Machidon, O.M. and Ciobanu, C.B. and Ogrutan, P.L.",
        TITLE = "Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and
CUDA",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98803"}

@article{bb102332,
        AUTHOR = "Kim, C. and Klabjan, D.",
        TITLE = "A Simple and Fast Algorithm for L1-Norm Kernel PCA",
        JOURNAL = PAMI,
        VOLUME = "42",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1842-1855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98804"}

@article{bb102333,
        AUTHOR = "Rontogiannis, A.A. and Giampouras, P.V. and Koutroumbas, K.D.",
        TITLE = "Online Reweighted Least Squares Robust PCA",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "1340-1344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98805"}

@inproceedings{bb102334,
        AUTHOR = "Zhang, M. and Gao, Y. and Sun, C. and Blumenstein, M.",
        TITLE = "Kernel Mean P Power Error Loss for Robust Two-Dimensional Singular
Value Decomposition",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3432-3436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98806"}

@inproceedings{bb102335,
        AUTHOR = "Tsingalis, I. and Kotropoulos, C.",
        TITLE = "A Simple Algorithm for Non-Negative Sparse Principal Component
Analysis",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2075-2079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98807"}

@inproceedings{bb102336,
        AUTHOR = "Xu, S. and Zhang, X. and Liao, S.",
        TITLE = "A Linear Incremental Nyström Method for Online Kernel Learning",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "2256-2261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98808"}

@inproceedings{bb102337,
        AUTHOR = "Chen, G.",
        TITLE = "Scalable spectral clustering with cosine similarity",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "314-319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98809"}

@inproceedings{bb102338,
        AUTHOR = "Zhang, Z. and Jiang, W. and Li, S. and Qin, J. and Liu, G. and Yan, S.",
        TITLE = "Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse
Embedding",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1664-1669",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98810"}

@inproceedings{bb102339,
        AUTHOR = "Shen, M. and Wang, R.",
        TITLE = "A New Singular Value Decomposition Algorithm for Octonion Signal",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3233-3237",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98811"}

@inproceedings{bb102340,
        AUTHOR = "Fronckova, K. and Prazak, P. and Slaby, A.",
        TITLE = "Singular Value Decomposition in Image Compression and Blurred Image
Restoration",
        BOOKTITLE = ICIAR18,
        YEAR = "2018",
        PAGES = "62-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98812"}

@inproceedings{bb102341,
        AUTHOR = "Chen, H. and Sun, Y. and Gao, J. and Hu, Y. and Ju, F.",
        TITLE = "L1-2DPCA Revisit via Optimization on Product Manifolds",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98813"}

@inproceedings{bb102342,
        AUTHOR = "Erichson, N.B. and Brunton, S.L. and Kutz, J.N.",
        TITLE = "Compressed Singular Value Decomposition for Image and Video
Processing",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1880-1888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98814"}

@inproceedings{bb102343,
        AUTHOR = "Paradkar, M. and Udell, M.",
        TITLE = "Graph-Regularized Generalized Low-Rank Models",
        BOOKTITLE = Tensor17,
        YEAR = "2017",
        PAGES = "1921-1926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98815"}

@inproceedings{bb102344,
        AUTHOR = "Mao, M. and Zheng, Z.L. and Chen, Z.Y. and Liu, H. and He, X.W. and Ye, R.",
        TITLE = "Two-dimensional PCA hashing and its extension",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "1624-1629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98816"}

@inproceedings{bb102345,
        AUTHOR = "Shah, S. and Goldstein, T. and Studer, C.",
        TITLE = "Estimating Sparse Signals with Smooth Support via Convex Programming
and Block Sparsity",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5906-5915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98817"}

@inproceedings{bb102346,
        AUTHOR = "Tan, M.K. and Xiao, S.J. and Gao, J.B. and Xu, D. and van den Hengel, A.J. and Shi, Q.F.",
        TITLE = "Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5877-5886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98818"}

@inproceedings{bb102347,
        AUTHOR = "Lu, J.H.",
        TITLE = "Robust two-dimensional principal component analysis via alternating
optimization",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "340-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98819"}

@inproceedings{bb102348,
        AUTHOR = "Li, L. and Liu, G.C. and Liu, Q.S.",
        TITLE = "Advancing Iterative Quantization Hashing Using Isotropic Prior",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "II: 174-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98820"}

@inproceedings{bb102349,
        AUTHOR = "Gerardo de la Fraga, L.",
        TITLE = "A very fast procedure to calculate the smallest singular value",
        BOOKTITLE = ICAPR15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98821"}

@inproceedings{bb102350,
        AUTHOR = "Azimi Sadjadi, M.R. and Kopacz, J. and Klausner, N.",
        TITLE = "K-SVD dictionary learning using a fast OMP with applications",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1599-1603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98822"}

@inproceedings{bb102351,
        AUTHOR = "Goncalves, H. and Correia, M. and Li, X. and Sankaranarayanan, A. and Tavares, V.",
        TITLE = "DALM-SVD: Accelerated sparse coding through singular value
decomposition of the dictionary",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "4907-4911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98823"}

@inproceedings{bb102352,
        AUTHOR = "Thongkamwitoon, T. and Muammar, H. and Dragotti, P.L.",
        TITLE = "Robust image recapture detection using a K-SVD learning approach to
train dictionaries of edge profiles",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5317-5321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98824"}

@inproceedings{bb102353,
        AUTHOR = "Podosinnikova, A. and Setzer, S. and Hein, M.",
        TITLE = "Robust PCA:
Optimization of the Robust Reconstruction Error Over the Stiefel Manifold",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "121-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98825"}

@inproceedings{bb102354,
        AUTHOR = "Kim, H.W.J. and Bendlin, B.B. and Adluru, N. and Collins, M.D. and Chung, M.K. and Johnson, S.C. and Davidson, R.J. and Singh, V.",
        TITLE = "Multivariate General Linear Models (MGLM) on Riemannian Manifolds
with Applications to Statistical Analysis of Diffusion Weighted
Images",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2705-2712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98826"}

@inproceedings{bb102355,
        AUTHOR = "Yamauchi, Y. and Kanade, T. and Fujiyoshi, H.",
        TITLE = "Classifier Introducing Transition Likelihood Model Based on
Quantization Residual",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "272-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98827"}

@inproceedings{bb102356,
        AUTHOR = "Zhang, F.L. and Qian, J.J. and Yang, J.",
        TITLE = "Nuclear Norm Based 2DPCA",
        BOOKTITLE = ACPR13,
        YEAR = "2013",
        PAGES = "74-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98828"}

@inproceedings{bb102357,
        AUTHOR = "Xie, S.N. and Feng, J.S. and Yan, S.C. and Lu, H.T.",
        TITLE = "Perception Preserving Projections",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98829"}

@inproceedings{bb102358,
        AUTHOR = "Jiang, B. and Ding, C. and Luo, B. and Tang, J.",
        TITLE = "Graph-Laplacian PCA: Closed-Form Solution and Robustness",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3492-3498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98830"}

@inproceedings{bb102359,
        AUTHOR = "Bassu, D. and Izmailov, R. and McIntosh, A. and Ness, L. and Shallcross, D.",
        TITLE = "Centralized multi-scale singular value decomposition for feature
construction in LIDAR image classification problems",
        BOOKTITLE = AIPR12,
        YEAR = "2012",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98831"}

@inproceedings{bb102360,
        AUTHOR = "Kimura, A. and Sakano, H. and Kameoka, H. and Sugiyama, M.",
        TITLE = "Designing various component analysis at will",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2959-2962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98832"}

@inproceedings{bb102361,
        AUTHOR = "Hidaka, A. and Kurita, T.",
        TITLE = "Nonlinear Discriminant Analysis Based on Probability Estimation by
Gaussian Mixture Model",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "133-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98833"}

@inproceedings{bb102362,
        AUTHOR = "Hidaka, A. and Kurita, T.",
        TITLE = "Sparse Discriminant Analysis Based on the Bayesian Posterior
Probability Obtained by L1 Regression",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "648-656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98834"}

@inproceedings{bb102363,
        AUTHOR = "Li, F.X. and Lebanon, G. and Sminchisescu, C.",
        TITLE = "Chebyshev approximations to the histogram X^2 kernel",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2424-2431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98835"}

@inproceedings{bb102364,
        AUTHOR = "Yang, Y.Q. and Zhang, L. and Wang, S. and Jiang, H.R. and Murphy, C.J. and Hoeve, J.V.",
        TITLE = "A multi-affine model for tensor decomposition",
        BOOKTITLE = ITCVPR11,
        YEAR = "2011",
        PAGES = "1348-1355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98836"}

@inproceedings{bb102365,
        AUTHOR = "Li, H.Y. and Zhang, L.",
        TITLE = "Dynamic Subspace Update with Incremental Nyström Approximation",
        BOOKTITLE = Subspace10,
        YEAR = "2010",
        PAGES = "384-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98837"}

@inproceedings{bb102366,
        AUTHOR = "Schmidt, F.R. and Ackermann, H. and Rosenhahn, B.",
        TITLE = "Multilinear Model Estimation with L2-Regularization",
        BOOKTITLE = DAGM11,
        YEAR = "2011",
        PAGES = "81-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98838"}

@inproceedings{bb102367,
        AUTHOR = "Xu, W.P. and Wilson, R.C. and Hancock, E.R.",
        TITLE = "Determining the Cause of Negative Dissimilarity Eigenvalues",
        BOOKTITLE = CAIP11,
        YEAR = "2011",
        PAGES = "I: 589-597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98839"}

@inproceedings{bb102368,
        AUTHOR = "Mu, Y.D. and Dong, J. and Yuan, X.T. and Yan, S.C.",
        TITLE = "Accelerated low-rank visual recovery by random projection",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2609-2616",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98840"}

@inproceedings{bb102369,
        AUTHOR = "Abrams, A. and Feder, E. and Pless, R.",
        TITLE = "Exploratory analysis of time-lapse imagery with fast subset PCA",
        BOOKTITLE = WACV11,
        YEAR = "2011",
        PAGES = "336-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98841"}

@inproceedings{bb102370,
        AUTHOR = "Kwatra, V. and Han, M.",
        TITLE = "Fast Covariance Computation and Dimensionality Reduction for Sub-window
Features in Images",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "II: 156-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98842"}

@inproceedings{bb102371,
        AUTHOR = "Chen, W. and Huang, K.Q. and Tan, T.N. and Tao, D.C.",
        TITLE = "A convergent solution to two dimensional linear discriminant analysis",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "4133-4136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98843"}

@inproceedings{bb102372,
        AUTHOR = "Feng, J.Z. and Song, L. and Yang, X.K. and Zhang, W.J.",
        TITLE = "Learning dictionary via subspace segmentation for sparse representation",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "1245-1248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98844"}

@inproceedings{bb102373,
        AUTHOR = "Feng, J.Z. and Song, L. and Yang, X.K. and Zhang, W.J.",
        TITLE = "Sub clustering K-SVD:
Size variable dictionary learning for sparse representations",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2149-2152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98845"}

@inproceedings{bb102374,
        AUTHOR = "Cheng, P. and Li, W.Q. and Ogunbona, P.",
        TITLE = "Greedy Approximation of Kernel PCA by Minimizing the Mapping Error",
        BOOKTITLE = DICTA09,
        YEAR = "2009",
        PAGES = "303-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98846"}

@inproceedings{bb102375,
        AUTHOR = "Kong, X.Y. and Hu, C.H. and Han, C.Z.",
        TITLE = "The Performance Analysis of the Self-Stabilizing Douglas's MCA
Algorithm",
        BOOKTITLE = CISP09,
        YEAR = "2009",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98847"}

@inproceedings{bb102376,
        AUTHOR = "Yang, Z.R. and Laaksonen, J.T.",
        TITLE = "Informative Laplacian Projection",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "359-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98848"}

@inproceedings{bb102377,
        AUTHOR = "Olsson, C. and Oskarsson, M.",
        TITLE = "A Convex Approach to Low Rank Matrix Approximation with Missing Data",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "301-309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98849"}

@inproceedings{bb102378,
        AUTHOR = "Mauthner, T. and Kluckner, S. and Roth, P.M. and Bischof, H.",
        TITLE = "Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "212-221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98850"}

@inproceedings{bb102379,
        AUTHOR = "Storer, M. and Roth, P.M. and Urschler, M. and Bischof, H.",
        TITLE = "Fast-Robust PCA",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "430-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98851"}

@inproceedings{bb102380,
        AUTHOR = "Lucini, M.M. and Frery, A.C.",
        TITLE = "Robust Principal Components for Hyperspectral Data Analysis",
        BOOKTITLE = ICIAR09,
        YEAR = "2009",
        PAGES = "126-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98852"}

@inproceedings{bb102381,
        AUTHOR = "Mazhar, R. and Gader, P.D.",
        TITLE = "EK-SVD: Optimized dictionary design for sparse representations",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98853"}

@inproceedings{bb102382,
        AUTHOR = "Nguyen, N. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Boosting performance for 2D Linear Discriminant Analysis via regression",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98854"}

@inproceedings{bb102383,
        AUTHOR = "Andriyashin, A. and Parkkinen, J. and Jaaskelainen, T.",
        TITLE = "Illuminant dependence of PCA, NMF and NTF in spectral color imaging",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98855"}

@inproceedings{bb102384,
        AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
        TITLE = "Robust Bayesian PCA with Student's t-distribution:
The variational inference approach",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "1340-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98856"}

@inproceedings{bb102385,
        AUTHOR = "Gai, J.D. and Li, Y. and Stevenson, R.L.",
        TITLE = "An EM algorithm for robust Bayesian PCA with student's t-distribution",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "2672-2675",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98857"}

@inproceedings{bb102386,
        AUTHOR = "Thorstensen, N. and Keriven, R.",
        TITLE = "Non-rigid Shape Matching Using Geometry and Photometry",
        BOOKTITLE = ACCV09,
        YEAR = "2009",
        PAGES = "III: 644-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98858"}

@inproceedings{bb102387,
        AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
        TITLE = "Pre-image as Karcher Mean Using Diffusion Maps:
Application to Shape and Image Denoising",
        BOOKTITLE = SSVM09,
        YEAR = "2009",
        PAGES = "721-732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98859"}

@inproceedings{bb102388,
        AUTHOR = "Thorstensen, N. and Segonne, F. and Keriven, R.",
        TITLE = "Normalization and preimage problem in gaussian kernel PCA",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "741-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98860"}

@inproceedings{bb102389,
        AUTHOR = "Park, M.S. and Choi, J.Y.",
        TITLE = "Novel Incremental Principal Component Analysis with Improved
Performance",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "592-601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98861"}

@inproceedings{bb102390,
        AUTHOR = "Ding, C. and Huang, H. and Luo, D.",
        TITLE = "Tensor reduction error analysis:
Applications to video compression and classification",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98862"}

@inproceedings{bb102391,
        AUTHOR = "Ma, Y. and Ijiri, Y. and Lao, S.H. and Kawade, M.",
        TITLE = "Re-weighting Linear Discrimination Analysis under ranking loss",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98863"}

@inproceedings{bb102392,
        AUTHOR = "Shi, Y.G. and Lai, R.J. and Krishna, S. and Sicotte, N. and Dinov, I.D. and Toga, A.W.",
        TITLE = "Anisotropic Laplace-Beltrami eigenmaps:
Bridging Reeb graphs and skeletons",
        BOOKTITLE = MMBIA08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98864"}

@inproceedings{bb102393,
        AUTHOR = "di Martino, F. and Loia, V. and Sessa, S.",
        TITLE = "A Fuzzy Hybrid Method for Image Decomposition Problem",
        BOOKTITLE = EvoIASP08,
        YEAR = "2008",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98865"}

@inproceedings{bb102394,
        AUTHOR = "Takahashi, T. and Lina and Ide, I. and Mekada, Y. and Murase, H.",
        TITLE = "Interpolation Between Eigenspaces Using Rotation in Multiple Dimensions",
        BOOKTITLE = ACCV07,
        YEAR = "2007",
        PAGES = "II: 774-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98866"}

@inproceedings{bb102395,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Functional Learning of Kernels for Information Fusion Purposes",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "277-283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98867"}

@inproceedings{bb102396,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Joint Diagonalization of Kernels for Information Fusion",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "556-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98868"}

@inproceedings{bb102397,
        AUTHOR = "Lewis, J.P. and Mostafavi, I. and Sosinsky, G. and Martone, M.E. and West, R.",
        TITLE = "Shape Priors by Kernel Density Modeling of PCA Residual Structure",
        BOOKTITLE = ICIP07,
        YEAR = "2007",
        PAGES = "IV: 333-336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98869"}

@inproceedings{bb102398,
        AUTHOR = "Melenchon, J. and Martinez, E.",
        TITLE = "Efficiently Downdating, Composing and Splitting Singular Value
Decompositions Preserving the Mean Information",
        BOOKTITLE = IbPRIA07,
        YEAR = "2007",
        PAGES = "II: 436-443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98870"}

@inproceedings{bb102399,
        AUTHOR = "Franc, V. and Hlavac, V.",
        TITLE = "Greedy Kernel Principal Component Analysis",
        BOOKTITLE = CogVis03,
        YEAR = "2003",
        PAGES = "87-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match585.html#TT98871"}

Last update:Sep 19, 2021 at 21:11:01