@article{bb134000,
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#TT130113"}
@article{bb134001,
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#TT130114"}
@article{bb134002,
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#TT130115"}
@article{bb134003,
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#TT130116"}
@article{bb134004,
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#TT130117"}
@article{bb134005,
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#TT130118"}
@article{bb134006,
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#TT130119"}
@article{bb134007,
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#TT130120"}
@article{bb134008,
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#TT130121"}
@article{bb134009,
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#TT130122"}
@article{bb134010,
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#TT130123"}
@article{bb134011,
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#TT130124"}
@article{bb134012,
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#TT130125"}
@article{bb134013,
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#TT130126"}
@article{bb134014,
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#TT130127"}
@inproceedings{bb134015,
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#TT130128"}
@inproceedings{bb134016,
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#TT130129"}
@inproceedings{bb134017,
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#TT130130"}
@article{bb134018,
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#TT130131"}
@article{bb134019,
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#TT130132"}
@article{bb134020,
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#TT130133"}
@article{bb134021,
AUTHOR = "Zhu, Q. and Fang, S. and Wu, S.Q. and Li, X. and Xie, S.L. and Agaian, S.",
TITLE = "DWT-based Tensor Robust Principal Component Analysis for dynamic
high-dimensional signals",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114295",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130134"}
@article{bb134022,
AUTHOR = "Wu, F.Y. and Dai, Y. and Zhang, T. and Ding, Y.X. and Yang, J. and Cheng, M.M. and Peng, Z.M.",
TITLE = "RPCANet^++: Deep Interpretable Robust PCA for Sparse Object
Segmentation",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "10",
MONTH = "October",
PAGES = "12420-12440",
BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT130135"}
@inproceedings{bb134023,
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#TT130136"}
@inproceedings{bb134024,
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#TT130137"}
@inproceedings{bb134025,
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#TT130138"}
@inproceedings{bb134026,
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#TT130139"}
@inproceedings{bb134027,
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#TT130140"}
@inproceedings{bb134028,
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#TT130141"}
@inproceedings{bb134029,
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#TT130142"}
@inproceedings{bb134030,
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#TT130143"}
@inproceedings{bb134031,
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#TT130144"}
@inproceedings{bb134032,
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#TT130145"}
@inproceedings{bb134033,
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#TT130146"}
@inproceedings{bb134034,
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#TT130147"}
@inproceedings{bb134035,
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#TT130148"}
@inproceedings{bb134036,
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#TT130149"}
@inproceedings{bb134037,
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#TT130150"}
@inproceedings{bb134038,
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#TT130151"}
@inproceedings{bb134039,
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#TT130152"}
@inproceedings{bb134040,
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#TT130153"}
@inproceedings{bb134041,
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#TT130154"}
@inproceedings{bb134042,
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#TT130155"}
@inproceedings{bb134043,
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#TT130156"}
@inproceedings{bb134044,
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#TT130157"}
@inproceedings{bb134045,
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#TT130158"}
@inproceedings{bb134046,
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#TT130159"}
@inproceedings{bb134047,
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#TT130160"}
@inproceedings{bb134048,
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#TT130161"}
@inproceedings{bb134049,
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#TT130162"}
@inproceedings{bb134050,
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#TT130163"}
@inproceedings{bb134051,
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#TT130164"}
@inproceedings{bb134052,
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#TT130165"}
@inproceedings{bb134053,
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#TT130166"}
@inproceedings{bb134054,
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#TT130167"}
@inproceedings{bb134055,
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#TT130168"}
@inproceedings{bb134056,
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#TT130169"}
@inproceedings{bb134057,
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#TT130170"}
@inproceedings{bb134058,
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#TT130171"}
@inproceedings{bb134059,
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#TT130172"}
@inproceedings{bb134060,
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#TT130173"}
@inproceedings{bb134061,
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#TT130174"}
@inproceedings{bb134062,
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#TT130175"}
@inproceedings{bb134063,
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#TT130176"}
@inproceedings{bb134064,
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#TT130177"}
@inproceedings{bb134065,
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#TT130178"}
@inproceedings{bb134066,
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#TT130179"}
@inproceedings{bb134067,
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#TT130180"}
@inproceedings{bb134068,
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#TT130181"}
@article{bb134069,
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#TT130183"}
@article{bb134070,
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#TT130184"}
@article{bb134071,
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#TT130185"}
@article{bb134072,
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#TT130186"}
@article{bb134073,
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#TT130187"}
@article{bb134074,
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#TT130188"}
@article{bb134075,
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#TT130189"}
@article{bb134076,
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#TT130190"}
@article{bb134077,
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#TT130191"}
@article{bb134078,
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#TT130192"}
@article{bb134079,
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#TT130193"}
@inproceedings{bb134080,
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#TT130194"}
@article{bb134081,
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#TT130195"}
@article{bb134082,
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#TT130196"}
@article{bb134083,
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#TT130197"}
@article{bb134084,
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#TT130198"}
@inproceedings{bb134085,
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#TT130199"}
@article{bb134086,
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#TT130200"}
@article{bb134087,
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#TT130201"}
@article{bb134088,
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#TT130202"}
@article{bb134089,
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#TT130203"}
@inproceedings{bb134090,
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#TT130203"}
@article{bb134091,
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#TT130204"}
@inproceedings{bb134092,
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#TT130205"}
@inproceedings{bb134093,
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#TT130206"}
@article{bb134094,
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#TT130207"}
@article{bb134095,
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#TT130208"}
@inproceedings{bb134096,
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#TT130209"}
@article{bb134097,
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#TT130210"}
@article{bb134098,
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#TT130211"}
@article{bb134099,
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#TT130212"}
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