@article{bb128100, AUTHOR = "Vargas, H. and Arguello, H.", TITLE = "A Low-Rank Model for Compressive Spectral Image Classification", JOURNAL = GeoRS, VOLUME = "57", YEAR = "2019", NUMBER = "12", MONTH = "December", PAGES = "9888-9899", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124275"} @article{bb128101, AUTHOR = "Gelvez, T. and Arguello, H.", TITLE = "Nonlocal Low-Rank Abundance Prior for Compressive Spectral Image Fusion", JOURNAL = GeoRS, VOLUME = "59", YEAR = "2021", NUMBER = "1", MONTH = "January", PAGES = "415-425", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124276"} @article{bb128102, AUTHOR = "Dadon, A. and Mandelmilch, M. and Ben Dor, E. and Sheffer, E.", TITLE = "Sequential PCA-based Classification of Mediterranean Forest Plants using Airborne Hyperspectral Remote Sensing", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124277"} @article{bb128103, AUTHOR = "Ren, Z. and Sun, Q. and Wu, B. and Zhang, X. and Yan, W.", TITLE = "Learning Latent Low-Rank and Sparse Embedding for Robust Image Feature Extraction", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "2094-2107", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124278"} @article{bb128104, AUTHOR = "Xiao, W. and Huang, X. and He, F. and Silva, J. and Emrani, S. and Chaudhuri, A.", TITLE = "Online Robust Principal Component Analysis With Change Point Detection", JOURNAL = MultMed, VOLUME = "22", YEAR = "2020", NUMBER = "1", MONTH = "January", PAGES = "59-68", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124279"} @article{bb128105, AUTHOR = "Chen, X.H. and Sun, H.Q.", TITLE = "Joint low-rank project embedding and optimal mean principal component analysis", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "8", MONTH = "June", PAGES = "1457-1466", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124280"} @article{bb128106, AUTHOR = "Machidon, A.L. and del Frate, F. and Picchiani, M. and Machidon, O.M. and Ogrutan, P.L.", TITLE = "Geometrical Approximated Principal Component Analysis for Hyperspectral Image Analysis", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124281"} @article{bb128107, AUTHOR = "Park, C.H. and Lee, G.H.", TITLE = "Comparison of incremental linear dimension reduction methods for streaming data", JOURNAL = PRL, VOLUME = "135", YEAR = "2020", PAGES = "15-21", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124282"} @article{bb128108, AUTHOR = "Zarmehi, N. and Amini, A. and Marvasti, F.", TITLE = "Low Rank and Sparse Decomposition for Image and Video Applications", JOURNAL = CirSysVideo, VOLUME = "30", YEAR = "2020", NUMBER = "7", MONTH = "July", PAGES = "2046-2056", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124283"} @article{bb128109, AUTHOR = "Bueso, D. and Piles, M. and Camps Valls, G.", TITLE = "Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data", JOURNAL = GeoRS, VOLUME = "58", YEAR = "2020", NUMBER = "8", MONTH = "August", PAGES = "5752-5763", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124284"} @article{bb128110, AUTHOR = "Tran, T.P.T. and Douzal Chouakria, A. and Yazdi, S.V. and Honeine, P. and Gallinari, P.", TITLE = "Interpretable time series kernel analytics by pre-image estimation", JOURNAL = AI, VOLUME = "286", YEAR = "2020", PAGES = "103342", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124285"} @article{bb128111, AUTHOR = "Yang, F. and Ma, Z. and Xie, M.", TITLE = "Visual Recognition Method Based on Hybrid KPCA Network", JOURNAL = IEICE, VOLUME = "E103-D", YEAR = "2020", NUMBER = "9", MONTH = "September", PAGES = "2015-2018", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124286"} @article{bb128112, AUTHOR = "Wu, D. and Zhang, H. and Nie, F. and Wang, R. and Yang, C. and Jia, X. and Li, X.", TITLE = "Double-Attentive Principle Component Analysis", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1814-1818", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124287"} @article{bb128113, AUTHOR = "Cai, H. and Hamm, K. and Huang, L. and Li, J. and Wang, T.", TITLE = "Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "116-120", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124288"} @article{bb128114, AUTHOR = "Dong, Y.N. and Liang, T.Y. and Zhang, Y.X. and Du, B.", TITLE = "Spectral-Spatial Weighted Kernel Manifold Embedded Distribution Alignment for Remote Sensing Image Classification", JOURNAL = Cyber, VOLUME = "51", YEAR = "2021", NUMBER = "6", MONTH = "June", PAGES = "3185-3197", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124289"} @article{bb128115, AUTHOR = "Zhang, F. and Wang, J.J. and Wang, W.D. and Xu, C.", TITLE = "Low-Tubal-Rank Plus Sparse Tensor Recovery With Prior Subspace Information", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "10", MONTH = "October", PAGES = "3492-3507", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124290"} @article{bb128116, AUTHOR = "Kong, W.C. and Zhang, F. and Qin, W.J. and Wang, J.J.", TITLE = "Low-Tubal-Rank tensor recovery with multilayer subspace prior learning", JOURNAL = PR, VOLUME = "140", YEAR = "2023", PAGES = "109545", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124291"} @article{bb128117, AUTHOR = "Hou, J.Y. and Zhang, F. and Qiu, H.Q. and Wang, J.J. and Wang, Y. and Meng, D.Y.", TITLE = "Robust Low-Tubal-Rank Tensor Recovery From Binary Measurements", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "8", MONTH = "August", PAGES = "4355-4373", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124292"} @article{bb128118, AUTHOR = "Nie, F.P. and Wu, D.Y. and Wang, R. and Li, X.L.", TITLE = "Truncated Robust Principle Component Analysis With A General Optimization Framework", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "2", MONTH = "February", PAGES = "1081-1097", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124293"} @article{bb128119, AUTHOR = "Qiu, Y.N. and Zhou, G.X. and Huang, Z.H. and Zhao, Q.B. and Xie, S.L.", TITLE = "Efficient Tensor Robust PCA Under Hybrid Model of Tucker and Tensor Train", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "627-631", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124294"} @article{bb128120, AUTHOR = "Gao, Y.L. and Lin, T.T. and Pan, J.Y. and Nie, F.P. and Xie, Y.W.", TITLE = "Fuzzy Sparse Deviation Regularized Robust Principal Component Analysis", JOURNAL = IP, VOLUME = "31", YEAR = "2022", PAGES = "5645-5660", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124295"} @article{bb128121, AUTHOR = "Gao, Y.L. and Wang, X.J. and Xie, J.X. and Pan, J.Y. and Yan, P. and Nie, F.P.", TITLE = "Robust Principal Component Analysis Based on Fuzzy Local Information Reservation", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "12", MONTH = "December", PAGES = "9321-9337", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124296"} @article{bb128122, AUTHOR = "Wang, S. and Nie, F.P. and Wang, Z. and Wang, R. and Li, X.L.", TITLE = "Data Subdivision Based Dual-Weighted Robust Principal Component Analysis", JOURNAL = IP, VOLUME = "34", YEAR = "2025", PAGES = "1271-1284", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124297"} @article{bb128123, AUTHOR = "Liu, T.H. and Diaz Pachon, D.A. and Rao, J. .S.I. and Dazard, J.E.", TITLE = "High Dimensional Mode Hunting Using Pettiest Components Analysis", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "4637-4649", BIBSOURCE = "http://www.visionbib.com/bibliography/match580.html#TT124298"} @article{bb128124, 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#TT124299"} @article{bb128125, 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#TT124300"} @article{bb128126, 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#TT124301"} @article{bb128127, 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#TT124302"} @article{bb128128, 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#TT124303"} @article{bb128129, 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#TT124304"} @article{bb128130, 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#TT124305"} @article{bb128131, 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#TT124306"} @article{bb128132, 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#TT124307"} @article{bb128133, 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#TT124308"} @article{bb128134, 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#TT124309"} @article{bb128135, 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#TT124310"} @article{bb128136, 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#TT124311"} @article{bb128137, AUTHOR = "He, F. and Yang, R. 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#TT124312"} @article{bb128138, 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#TT124313"} @article{bb128139, 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#TT124314"} @inproceedings{bb128140, 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#TT124315"} @inproceedings{bb128141, 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#TT124316"} @inproceedings{bb128142, 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#TT124317"} @inproceedings{bb128143, 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#TT124318"} @inproceedings{bb128144, 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#TT124319"} @inproceedings{bb128145, 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#TT124320"} @inproceedings{bb128146, 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#TT124321"} @inproceedings{bb128147, 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#TT124322"} @inproceedings{bb128148, 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#TT124323"} @inproceedings{bb128149, 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#TT124324"} @inproceedings{bb128150, 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#TT124325"} @inproceedings{bb128151, 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#TT124326"} @inproceedings{bb128152, 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#TT124327"} @inproceedings{bb128153, 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#TT124328"} @inproceedings{bb128154, 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#TT124329"} @inproceedings{bb128155, 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#TT124330"} @inproceedings{bb128156, 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#TT124331"} @inproceedings{bb128157, 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#TT124332"} @inproceedings{bb128158, 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#TT124333"} @inproceedings{bb128159, 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#TT124334"} @inproceedings{bb128160, 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#TT124335"} @inproceedings{bb128161, 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#TT124336"} @inproceedings{bb128162, 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#TT124337"} @inproceedings{bb128163, 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#TT124338"} @inproceedings{bb128164, 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#TT124339"} @inproceedings{bb128165, 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#TT124340"} @inproceedings{bb128166, 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#TT124341"} @inproceedings{bb128167, 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#TT124342"} @inproceedings{bb128168, 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#TT124343"} @inproceedings{bb128169, 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#TT124344"} @inproceedings{bb128170, 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#TT124345"} @inproceedings{bb128171, 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#TT124346"} @inproceedings{bb128172, 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#TT124347"} @inproceedings{bb128173, 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#TT124348"} @inproceedings{bb128174, 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#TT124349"} @inproceedings{bb128175, 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#TT124350"} @inproceedings{bb128176, 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#TT124351"} @inproceedings{bb128177, 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#TT124352"} @inproceedings{bb128178, 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#TT124353"} @inproceedings{bb128179, 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#TT124354"} @inproceedings{bb128180, 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#TT124355"} @inproceedings{bb128181, 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#TT124356"} @inproceedings{bb128182, 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#TT124357"} @inproceedings{bb128183, 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#TT124358"} @inproceedings{bb128184, 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#TT124359"} @inproceedings{bb128185, 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#TT124360"} @inproceedings{bb128186, 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#TT124361"} @inproceedings{bb128187, 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#TT124362"} @inproceedings{bb128188, 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#TT124363"} @article{bb128189, 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#TT124365"} @article{bb128190, 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#TT124366"} @article{bb128191, 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#TT124367"} @article{bb128192, 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#TT124368"} @article{bb128193, 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#TT124369"} @article{bb128194, 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#TT124370"} @article{bb128195, 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#TT124371"} @article{bb128196, 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#TT124372"} @article{bb128197, 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#TT124373"} @article{bb128198, 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#TT124374"} @article{bb128199, 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#TT124375"}