@article{bb131000,
        AUTHOR = "Virta, J. and Artemiou, A.",
        TITLE = "Poisson PCA for matrix count data",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127128"}

@article{bb131001,
        AUTHOR = "Ali, T.M.F. and Chaudhuri, S.",
        TITLE = "Theoretical Analysis of Null Foley-Sammon Transform and its
Implications",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6445-6459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127129"}

@article{bb131002,
        AUTHOR = "Gao, K.X. and Huang, Z.H.",
        TITLE = "Tensor Robust Principal Component Analysis via Tensor Fibered Rank
and L_P Minimization",
        JOURNAL = SIIMS,
        VOLUME = "16",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "423-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127130"}

@article{bb131003,
        AUTHOR = "Gao, K.X. and Huang, Z.H. and Xu, Y.",
        TITLE = "Tensor Robust Principal Component Analysis Based on a Two-Layer
Tucker Rank Minimization Model",
        JOURNAL = SIIMS,
        VOLUME = "18",
        YEAR = "2025",
        NUMBER = "2",
        PAGES = "1522-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127131"}

@article{bb131004,
        AUTHOR = "Panhuber, R.",
        TITLE = "Fast, Efficient, and Viable Compressed Sensing, Low-Rank, and Robust
Principle Component Analysis Algorithms for Radar Signal Processing",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "8",
        PAGES = "2216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127132"}

@article{bb131005,
        AUTHOR = "Kang, Z. and Liu, H.F. and Li, J.X. and Zhu, X.F. and Tian, L.",
        TITLE = "Self-paced principal component analysis",
        JOURNAL = PR,
        VOLUME = "142",
        YEAR = "2023",
        PAGES = "109692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127133"}

@article{bb131006,
        AUTHOR = "Zhang, H.Y. and Zhu, Y. and Li, X.L.",
        TITLE = "Toward Projected Clustering With Aggregated Mapping",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4103-4113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127134"}

@article{bb131007,
        AUTHOR = "Han, Z. and Zhang, S.J. and Liu, Z.Y. and Wang, Y.M. and Yao, J.P. and Wang, Y.",
        TITLE = "Tensor Robust Principal Component Analysis With Side Information:
Models and Applications",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3713-3725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127135"}

@article{bb131008,
        AUTHOR = "Bi, P.F. and Du, X.",
        TITLE = "Arbitrary Triangle Structure Adaptive Mean PCA and Image Recognition",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "754-769",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127136"}

@article{bb131009,
        AUTHOR = "Liu, Y. and Du, B. and Chen, Y.Y. and Zhang, L. and Gong, M.M. and Tao, D.C.",
        TITLE = "Convex-Concave Tensor Robust Principal Component Analysis",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1721-1747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127137"}

@article{bb131010,
        AUTHOR = "Peng, J.J. and Wang, H.L. and Cao, X.Y. and Jia, X.X. and Zhang, H.Y. and Meng, D.Y.",
        TITLE = "Stable Local-Smooth Principal Component Pursuit",
        JOURNAL = SIIMS,
        VOLUME = "17",
        YEAR = "2024",
        NUMBER = "2",
        PAGES = "1182-1205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127138"}

@article{bb131011,
        AUTHOR = "Zheng, Q.H. and Zhuang, Y.X.",
        TITLE = "Non-Decreasing Concave Regularized Minimization for Principal
Component Analysis",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "486-490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127139"}

@article{bb131012,
        AUTHOR = "Gao, J.Y. and Geng, X.R. and Ji, L.Y.",
        TITLE = "FastPSA: A Fast Version of the Principal Skewness Analysis",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1226-1230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127140"}

@article{bb131013,
        AUTHOR = "He, F. and Yang, R.K. and Shi, L. and Huang, X.L.",
        TITLE = "A Decentralized Framework for Kernel PCA With Projection Consensus
Constraints",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3908-3921",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127141"}

@article{bb131014,
        AUTHOR = "Tan, Z.X. and Yang, H.",
        TITLE = "Reweighted angle two-dimensional principal component analysis for
feature extraction",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127142"}

@article{bb131015,
        AUTHOR = "Jayalal, L. and Muthukrishnan, G. and Kalyani, S.",
        TITLE = "Tuning-Free Online Robust Principal Component Analysis Through
Implicit Regularization",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3360-3364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127143"}

@article{bb131016,
        AUTHOR = "Song, K. and Li, H. and Cheng, G. and Han, J.W. and Nie, F.P. and Gu, B. and Karray, F.",
        TITLE = "Learning Compact Discriminant Representation via Low-Rank Bilinear
Pooling",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "10914-10931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127144"}

@inproceedings{bb131017,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Image Structure Subspace Learning Using Structural Similarity Index",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:33-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127145"}

@inproceedings{bb131018,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Principal Component Analysis Using Structural Similarity Index for
Images",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:77-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127146"}

@inproceedings{bb131019,
        AUTHOR = "Ghojogh, B. and Karray, F. and Crowley, M.",
        TITLE = "Locally Linear Image Structural Embedding for Image Structure Manifold
Learning",
        BOOKTITLE = ICIAR19,
        YEAR = "2019",
        PAGES = "I:126-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127147"}

@article{bb131020,
        AUTHOR = "Yang, H.Z. and Chen, L.Y. and Zuo, S.S. and Liu, Z. and Yang, J.",
        TITLE = "Principal Component Maximization: A Novel Method for SAR Image
Recovery From Raw Data Without System Parameters",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "1231-1245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127148"}

@article{bb131021,
        AUTHOR = "Wu, L. and Wang, J.J. and Zheng, W.S. and Shi, G.M.",
        TITLE = "Double Nonconvex Tensor Robust Kernel Principal Component Analysis
and Its Visual Applications",
        JOURNAL = IP,
        VOLUME = "35",
        YEAR = "2026",
        PAGES = "1711-1726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127149"}

@article{bb131022,
        AUTHOR = "Wan, M.H. and Chen, T. and Tan, H. and Tang, M.W. and Yang, G.",
        TITLE = "Manifold regularized non-negative PCA with robust L_2,p-norm
enhancement",
        JOURNAL = PR,
        VOLUME = "176",
        YEAR = "2026",
        PAGES = "113195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127150"}

@inproceedings{bb131023,
        AUTHOR = "Lu, C.Y.",
        TITLE = "Transforms based Tensor Robust PCA:
Corrupted Low-Rank Tensors Recovery via Convex Optimization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1125-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127151"}

@inproceedings{bb131024,
        AUTHOR = "Li, T. and Ma, J.W.",
        TITLE = "T-SVD Based Non-convex Tensor Completion and Robust Principal
Component Analysis",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6980-6987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127152"}

@inproceedings{bb131025,
        AUTHOR = "Fan, Y.F. and Dahiya, N. and Bignardi, S. and Sandhu, R. and Yezzi, A.J.",
        TITLE = "Directionally Paired Principal Component Analysis for Bivariate
Estimation Problems",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10180-10187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127153"}

@inproceedings{bb131026,
        AUTHOR = "Dahiya, N. and Fan, Y.F. and Bignardi, S. and Sandhu, R. and Yezzi, A.J.",
        TITLE = "Dependently Coupled Principal Component Analysis for Bivariate
Inversion Problems",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10592-10599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127154"}

@inproceedings{bb131027,
        AUTHOR = "El Fattahi, L. and Sbai, E.H.",
        TITLE = "Kernel entropy principal component analysis using Parzen estimator",
        BOOKTITLE = ISCV18,
        YEAR = "2018",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127155"}

@inproceedings{bb131028,
        AUTHOR = "Wang, M.J. and Panagakis, Y. and Snape, P. and Zafeiriou, S.P.",
        TITLE = "Learning the Multilinear Structure of Visual Data",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6053-6061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127156"}

@inproceedings{bb131029,
        AUTHOR = "Zhou, P. and Feng, J.",
        TITLE = "Outlier-Robust Tensor PCA",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3938-3946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127157"}

@inproceedings{bb131030,
        AUTHOR = "Itoh, H. and Imiya, A. and Sakai, T.",
        TITLE = "Analysis of Multilinear Subspaces Based on Geodesic Distance",
        BOOKTITLE = CAIP17,
        YEAR = "2017",
        PAGES = "I: 384-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127158"}

@inproceedings{bb131031,
        AUTHOR = "Wang, Q. and Gao, Q.",
        TITLE = "Robust 2DPCA and Its Application",
        BOOKTITLE = Robust16,
        YEAR = "2016",
        PAGES = "1152-1158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127159"}

@inproceedings{bb131032,
        AUTHOR = "Pena, R. and Bresson, X. and Vandergheynst, P.",
        TITLE = "Source localization on graphs via L_1 recovery and spectral graph
theory",
        BOOKTITLE = IVMSP16,
        YEAR = "2016",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127160"}

@inproceedings{bb131033,
        AUTHOR = "Shahid, N. and Kalofolias, V. and Bresson, X. and Bronstein, M.M. and Vandergheynst, P.",
        TITLE = "Robust Principal Component Analysis on Graphs",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "2812-2820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127161"}

@inproceedings{bb131034,
        AUTHOR = "Zhang, C. and Heeren, B. and Rumpf, M. and Smith, W.A.P.",
        TITLE = "Shell PCA: Statistical Shape Modelling in Shell Space",
        BOOKTITLE = ICCV15,
        YEAR = "2015",
        PAGES = "1671-1679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127162"}

@inproceedings{bb131035,
        AUTHOR = "Inoue, K. and Hara, K. and Urahama, K.",
        TITLE = "A Unified View of Two-Dimensional Principal Component Analyses",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "566-574",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127163"}

@inproceedings{bb131036,
        AUTHOR = "Mignon, A. and Jurie, F.",
        TITLE = "PCCA: A new approach for distance learning from sparse pairwise
constraints",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "2666-2672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127164"}

@inproceedings{bb131037,
        AUTHOR = "Ayazoglu, M. and Sznaier, M. and Camps, O.I.",
        TITLE = "Fast algorithms for structured robust principal component analysis",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1704-1711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127165"}

@inproceedings{bb131038,
        AUTHOR = "Lim, K.L. and Galoogahi, H.K.",
        TITLE = "Shape Classification Using Local and Global Features",
        BOOKTITLE = PSIVT10,
        YEAR = "2010",
        PAGES = "115-120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127166"}

@inproceedings{bb131039,
        AUTHOR = "Duanduan, Y. and Sluzek, A.",
        TITLE = "Performance evaluation of low-dimensional sifts",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "2729-2732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127167"}

@inproceedings{bb131040,
        AUTHOR = "Hui, K.H. and Wang, C.H. and Xiao, B.H.",
        TITLE = "Globally-Preserving Based Locally Linear Embedding",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "531-534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127168"}

@inproceedings{bb131041,
        AUTHOR = "Bruneau, P. and Gelgon, M. and Picarougne, F.",
        TITLE = "Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes
Technique Over Parameters",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "702-705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127169"}

@inproceedings{bb131042,
        AUTHOR = "Negi, A. and Kadappa, V.K.",
        TITLE = "SubXPCA versus PCA: A Theoretical Investigation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4170-4173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127170"}

@inproceedings{bb131043,
        AUTHOR = "Sommer, S. and Lauze, F. and Hauberg, S. and Nielsen, M.",
        TITLE = "Manifold Valued Statistics, Exact Principal Geodesic Analysis and the
Effect of Linear Approximations",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "VI: 43-56",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127171"}

@inproceedings{bb131044,
        AUTHOR = "Mu, Y.D. and Sun, J. and Han, T.X. and Cheong, L.F. and Yan, S.C.",
        TITLE = "Randomized Locality Sensitive Vocabularies for Bag-of-Features Model",
        BOOKTITLE = ECCV10,
        YEAR = "2010",
        PAGES = "III: 748-761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127172"}

@inproceedings{bb131045,
        AUTHOR = "Mu, Y.D. and Shen, J.L. and Yan, S.C.",
        TITLE = "Weakly-supervised hashing in kernel space",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3344-3351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127173"}

@inproceedings{bb131046,
        AUTHOR = "Ozay, N. and Sznaier, M. and Lagoa, C. and Camps, O.I.",
        TITLE = "GPCA with denoising: A moments-based convex approach",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "3209-3216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127174"}

@inproceedings{bb131047,
        AUTHOR = "Inoue, K. and Hara, K. and Urahama, K.",
        TITLE = "Robust multilinear principal component analysis",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "591-597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127175"}

@inproceedings{bb131048,
        AUTHOR = "Serra, J.",
        TITLE = "Adaptive lattices on the unit sphere. Application to remote sensing",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "2257-2260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127176"}

@inproceedings{bb131049,
        AUTHOR = "Laparra, V. and Camps Valls, G. and Malo, J.",
        TITLE = "PCA Gaussianization for image processing",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "3985-3988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127177"}

@inproceedings{bb131050,
        AUTHOR = "Ogawa, T. and Haseyama, M.",
        TITLE = "Kernel PCA-based semantic feature estimation approach for similar image
retrieval",
        BOOKTITLE = ICIP08,
        YEAR = "2008",
        PAGES = "965-968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127178"}

@inproceedings{bb131051,
        AUTHOR = "Mei, L. and Figl, M. and Darzi, A. and Rueckert, D. and Edwards, P.",
        TITLE = "Sample Sufficiency and PCA Dimension for Statistical Shape Models",
        BOOKTITLE = ECCV08,
        YEAR = "2008",
        PAGES = "IV: 492-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127179"}

@inproceedings{bb131052,
        AUTHOR = "Zhao, D.L. and Lin, Z.C. and Tang, X.",
        TITLE = "Laplacian PCA and Its Applications",
        BOOKTITLE = ICCV07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127180"}

@inproceedings{bb131053,
        AUTHOR = "Maret, Y. and Nikolopoulos, S. and Dufaux, F. and Ebrahimi, T. and Nikolaidis, N.",
        TITLE = "A Novel Replica Detection System using Binary Classifiers, R-Trees, and
PCA",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "925-928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127181"}

@inproceedings{bb131054,
        AUTHOR = "Sarkis, M. and Dawy, Z. and Obermeier, F. and Diepold, K.",
        TITLE = "Automatic Model-Order Selection for PCA",
        BOOKTITLE = ICIP06,
        YEAR = "2006",
        PAGES = "933-936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127182"}

@inproceedings{bb131055,
        AUTHOR = "Jin, Z. and Davoine, F. and Lou, Z. and Yang, J.Y.",
        TITLE = "A Novel PCA-Based Bayes Classifier and Face Analysis",
        BOOKTITLE = ICB06,
        YEAR = "2006",
        PAGES = "144-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127183"}

@inproceedings{bb131056,
        AUTHOR = "Hosic, S. and Hocanin, A. and Demirel, H.",
        TITLE = "Unequal Error Protection Using Convolutional Codes for PCA-Coded Images",
        BOOKTITLE = ICIAR05,
        YEAR = "2005",
        PAGES = "335-342",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127184"}

@inproceedings{bb131057,
        AUTHOR = "Jin, Z. and Davoine, F.",
        TITLE = "Orthogonal ICA representation of images",
        BOOKTITLE = ICARCV04,
        YEAR = "2004",
        PAGES = "I: 369-374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127185"}

@inproceedings{bb131058,
        AUTHOR = "Tanaka, T.",
        TITLE = "Generalized subspace rules for on-line PCA and their application in
signal and image compression",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "III: 1895-1898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127186"}

@inproceedings{bb131059,
        AUTHOR = "Romaniuk, B. and Guilloux, V. and Desvignes, M. and Deshayes, M.J.",
        TITLE = "Partially observed objects localization with PCA and KPCA models",
        BOOKTITLE = Southwest04,
        YEAR = "2004",
        PAGES = "80-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127187"}

@inproceedings{bb131060,
        AUTHOR = "Ke, Y. and Sukthankar, R.",
        TITLE = "PCA-SIFT: a more distinctive representation for local image descriptors",
        BOOKTITLE = CVPR04,
        YEAR = "2004",
        PAGES = "II: 506-513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127188"}

@inproceedings{bb131061,
        AUTHOR = "Meltzer, J. and Yang, M.H. and Gupta, R. and Soatto, S.",
        TITLE = "Multiple View Feature Descriptors from Image Sequences via Kernel
Principal Component Analysis",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol I: 215-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127189"}

@inproceedings{bb131062,
        AUTHOR = "Le Bihan, N. and Sangwine, S.J.",
        TITLE = "Quaternion principal component analysis of color images",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 809-812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127190"}

@inproceedings{bb131063,
        AUTHOR = "Zeng, X.Y. and Chen, Y.W. and Nakao, Z.",
        TITLE = "Image feature representation by the subspace of nonlinear PCA",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 228-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127191"}

@inproceedings{bb131064,
        AUTHOR = "Hegazy, D. and Denzler, J.",
        TITLE = "Combining Appearance and Range Based Information for Multi-class
Generic Object Recognition",
        BOOKTITLE = CIARP09,
        YEAR = "2009",
        PAGES = "741-748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127192"}

@inproceedings{bb131065,
        AUTHOR = "Hegazy, D. and Denzler, J.",
        TITLE = "Generic Object Recognition Using Boosted Combined Features",
        BOOKTITLE = RobVis08,
        YEAR = "2008",
        PAGES = "355-366",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127193"}

@inproceedings{bb131066,
        AUTHOR = "Drexler, C. and Mattern, F. and Denzler, J.",
        TITLE = "Appearance Based Generic Object Modeling and Recognition Using
Probabilistic Principal Component Analysis",
        BOOKTITLE = DAGM02,
        YEAR = "2002",
        PAGES = "100 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127194"}

@inproceedings{bb131067,
        AUTHOR = "Perantonis, S.J. and Petridis, S. and Virvilis, V.",
        TITLE = "Supervised Principal Component Analysis Using a Smooth Classifier
Paradigm",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 109-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127195"}

@inproceedings{bb131068,
        AUTHOR = "Surendro, K. and Anzai, Y.",
        TITLE = "Non-rigid object recognition using principal component analysis and
geometric hashing",
        BOOKTITLE = CAIP97,
        YEAR = "1997",
        PAGES = "50-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT127196"}

@article{bb131069,
        AUTHOR = "Plumbley, M.",
        TITLE = "Conditions for nonnegative independent component analysis",
        JOURNAL = SPLetters,
        VOLUME = "9",
        YEAR = "2002",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "177-180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127198"}

@article{bb131070,
        AUTHOR = "Hyvarinen, A. and Inki, M.",
        TITLE = "Estimating Overcomplete Independent Component Bases for Image Windows",
        JOURNAL = JMIV,
        VOLUME = "17",
        YEAR = "2002",
        NUMBER = "2",
        MONTH = "September",
        PAGES = "139-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127199"}

@article{bb131071,
        AUTHOR = "Le Borgne, H. and Gurin Dugu, A. and O'Connor, N.E.",
        TITLE = "Learning Midlevel Image Features for Natural Scene and Texture
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "17",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "286-297",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127200"}

@article{bb131072,
        AUTHOR = "Le Borgne, H. and Guerin Dugue, A. and Antoniadis, A.",
        TITLE = "Representation of images for classification with independent features",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "141-154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127201"}

@article{bb131073,
        AUTHOR = "Balakrishnan, N. and Hariharakrishnan, K. and Schonfeld, D.",
        TITLE = "A New Image Representation Algorithm Inspired by Image Submodality
Models, Redundancy Reduction, and Learning in Biological Vision",
        JOURNAL = PAMI,
        VOLUME = "27",
        YEAR = "2005",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1367-1378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127202"}

@article{bb131074,
        AUTHOR = "Huang, X.M. and Wang, B. and Zhang, L.M.",
        TITLE = "A new scheme for extraction of affine invariant descriptor and affine
motion estimation based on independent component analysis",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1244-1255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127203"}

@article{bb131075,
        AUTHOR = "Luo, J.B. and Boutell, M.R.",
        TITLE = "Natural scene classification using overcomplete ICA",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1507-1519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127204"}

@article{bb131076,
        AUTHOR = "Hesse, C.W. and James, C.J.",
        TITLE = "The FastICA Algorithm With Spatial Constraints",
        JOURNAL = SPLetters,
        VOLUME = "12",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "792-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127205"}

@article{bb131077,
        AUTHOR = "Gao, P. and Woo, W.L. and Dlay, S.S.",
        TITLE = "Non-linear independent component analysis using series reversion and
Weierstrass network",
        JOURNAL = VISP,
        VOLUME = "153",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "115-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127206"}

@article{bb131078,
        AUTHOR = "Al Shiha, A.A.M. and Woo, W.L. and Dlay, S.S.",
        TITLE = "Multi-linear neighborhood preserving projection for face recognition",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "2",
        PAGES = "544-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127207"}

@article{bb131079,
        AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.",
        TITLE = "On the use of independent component analysis for image compression",
        JOURNAL = SP:IC,
        VOLUME = "21",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "June",
        PAGES = "378-389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127208"}

@inproceedings{bb131080,
        AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.",
        TITLE = "Class-adapted image compression using independent component analysis",
        BOOKTITLE = ICIP03,
        YEAR = "2003",
        PAGES = "I: 625-628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127209"}

@article{bb131081,
        AUTHOR = "Squartini, S. and Arcangeli, A. and Piazza, F",
        TITLE = "Stability Analysis of Natural Gradient Learning Rules in Complete ICA:
A Unifying Perspective",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "54-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127210"}

@article{bb131082,
        AUTHOR = "Chiu, S.H. and Lu, C.P. and Wu, D.C. and Wen, C.Y.",
        TITLE = "A histogram based data-reducing algorithm for the fixed-point
independent component analysis",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "370-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127211"}

@article{bb131083,
        AUTHOR = "Foo, J.Y.A.",
        TITLE = "Use of Independent Component Analysis to Reduce Motion Artifact in
Pulse Transit Time Measurement",
        JOURNAL = SPLetters,
        VOLUME = "15",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "124-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127212"}

@article{bb131084,
        AUTHOR = "Raj, R.G. and Bovik, A.C.",
        TITLE = "MICA: A Multilinear ICA Decomposition for Natural Scene Modeling",
        JOURNAL = IP,
        VOLUME = "17",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "259-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127213"}

@inproceedings{bb131085,
        AUTHOR = "Raj, R.G. and Bovik, A.C.",
        TITLE = "A fast Multilinear ICA algorithm",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1889-1892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127214"}

@article{bb131086,
        AUTHOR = "Zarzoso, V. and Phlypo, R. and Comon, P.",
        TITLE = "A Contrast for Independent Component Analysis With Priors on the Source
Kurtosis Signs",
        JOURNAL = SPLetters,
        VOLUME = "15",
        YEAR = "2008",
        NUMBER = "1",
        PAGES = "501-504",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127215"}

@article{bb131087,
        AUTHOR = "Liu, K.H. and Li, B. and Zhang, J. and Du, J.X.",
        TITLE = "Ensemble component selection for improving ICA based microarray data
prediction models",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1274-1283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127216"}

@article{bb131088,
        AUTHOR = "Salazar, A. and Vergara, L. and Serrano, A. and Igual, J.",
        TITLE = "A general procedure for learning mixtures of independent component
analyzers",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "69-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127217"}

@article{bb131089,
        AUTHOR = "Yamazaki, M. and Fels, S.",
        TITLE = "Local Image Descriptors Using Supervised Kernel ICA",
        JOURNAL = IEICE,
        VOLUME = "E92-D",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1745-1751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127218"}

@inproceedings{bb131090,
        AUTHOR = "Fels, S. and Yamazaki, M.",
        TITLE = "Local Image Descriptors Using Supervised Kernel ICA",
        BOOKTITLE = PSIVT09,
        YEAR = "2009",
        PAGES = "94-105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127218"}

@article{bb131091,
        AUTHOR = "Gao, Q.X. and Zhang, L. and Zhang, D. and Xu, H.",
        TITLE = "Independent components extraction from image matrix",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "171-178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127219"}

@inproceedings{bb131092,
        AUTHOR = "Zhang, L. and Zhu, P.F. and Hu, Q.H. and Zhang, D.",
        TITLE = "A linear subspace learning approach via sparse coding",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
        PAGES = "755-761",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127220"}

@inproceedings{bb131093,
        AUTHOR = "Zhang, L. and Gao, Q.X. and Zhang, D.",
        TITLE = "Directional independent component analysis with tensor representation",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127221"}

@article{bb131094,
        AUTHOR = "Deng, W.H. and Liu, Y.B. and Hu, J. and Guo, J.",
        TITLE = "The small sample size problem of ICA: A comparative study and analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4438-4450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127222"}

@article{bb131095,
        AUTHOR = "Adali, T. and Anderson, M. and Fu, G.S.",
        TITLE = "Diversity in Independent Component and Vector Analyses:
Identifiability, algorithms, and applications in medical imaging",
        JOURNAL = SPMag,
        VOLUME = "31",
        YEAR = "2014",
        NUMBER = "3",
        MONTH = "May",
        PAGES = "18-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127223"}

@inproceedings{bb131096,
        AUTHOR = "Adali, T. and Anderson, M. and Fu, G.S.",
        TITLE = "ICA and IVA: Theory, connections, and applications to medical imaging",
        BOOKTITLE = WSSIP14,
        YEAR = "2014",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127224"}

@article{bb131097,
        AUTHOR = "Spurek, P. and Tabor, J. and Rola, P. and Ociepka, M.",
        TITLE = "ICA based on asymmetry",
        JOURNAL = PR,
        VOLUME = "67",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "230-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127225"}

@article{bb131098,
        AUTHOR = "Nordhausen, K. and Oja, H. and Tyler, D.E. and Virta, J.",
        TITLE = "Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian
Subspace",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "887-891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127226"}

@article{bb131099,
        AUTHOR = "Basiri, S. and Ollila, E. and Koivunen, V.",
        TITLE = "Alternative Derivation of FastICA With Novel Power Iteration
Algorithm",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1378-1382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match581.html#TT127227"}