@article{bb135100, AUTHOR = "Loog, M. and Duin, R.P.W.", TITLE = "Linear Dimensionality Reduction via a Heteroscedastic Extension of LDA: The Chernoff Criterion", JOURNAL = PAMI, VOLUME = "26", YEAR = "2004", NUMBER = "6", MONTH = "June", PAGES = "732-739", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131114"} @inproceedings{bb135101, AUTHOR = "Loog, M. and Duin, R.P.W.", TITLE = "The Dipping Phenomenon", BOOKTITLE = SSSPR12, YEAR = "2012", PAGES = "310-317", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131115"} @article{bb135102, AUTHOR = "Loog, M. and van Ginneken, B. and Duin, R.P.W.", TITLE = "Dimensionality reduction of image features using the canonical contextual correlation projection", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "12", MONTH = "December", PAGES = "2409-2418", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131116"} @inproceedings{bb135103, AUTHOR = "Loog, M. and van Ginneken, B. and Duin, R.P.W.", TITLE = "Dimensionality Reduction by Canonical Contextual Correlation Projections", BOOKTITLE = ECCV04, YEAR = "2004", PAGES = "Vol I: 562-573", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131117"} @article{bb135104, AUTHOR = "Loog, M.", TITLE = "On an alternative formulation of the Fisher criterion that overcomes the small sample problem", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "6", MONTH = "June", PAGES = "1753-1755", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131118"} @inproceedings{bb135105, AUTHOR = "Loog, M.", TITLE = "Conditional Linear Discriminant Analysis", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 387-390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131119"} @inproceedings{bb135106, AUTHOR = "Loog, M. and de Ridder, D.", TITLE = "Local Discriminant Analysis", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "III: 328-331", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131120"} @inproceedings{bb135107, AUTHOR = "Qin, A.K. and Suganthan, P.N. and Loog, M.", TITLE = "Efficient Feature Extraction Based on Regularized Uncorrelated Chernoff Discriminant Analysis", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "III: 125-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131121"} @article{bb135108, AUTHOR = "Choi, S.J.", TITLE = "Sequential EM learning for subspace analysis", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "14", MONTH = "October", PAGES = "1559-1567", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131122"} @article{bb135109, AUTHOR = "Zheng, Z.L. and Yang, J.", TITLE = "Supervised locality pursuit embedding for pattern classification", JOURNAL = IVC, VOLUME = "24", YEAR = "2006", NUMBER = "8", MONTH = "August", PAGES = "819-826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131123"} @article{bb135110, AUTHOR = "Zubko, V. and Kaufman, Y.J. and Burg, R.I. and Martins, J.V.", TITLE = "Principal Component Analysis of Remote Sensing of Aerosols Over Oceans", JOURNAL = GeoRS, VOLUME = "45", YEAR = "2007", NUMBER = "3", MONTH = "March", PAGES = "730-745", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131124"} @article{bb135111, AUTHOR = "Cho, M.K. and Park, H.Y.", TITLE = "A feature analysis for dimension reduction based on a data generation model with class factors and environment factors", JOURNAL = CVIU, VOLUME = "113", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1005-1016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131125"} @article{bb135112, AUTHOR = "Tasoulis, S.K. and Tasoulis, D.K. and Plagianakos, V.P.", TITLE = "Enhancing principal direction divisive clustering", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3391-3411", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131126"} @article{bb135113, AUTHOR = "Tasoulis, S.K. and Tasoulis, D.K. and Plagianakos, V.P.", TITLE = "Random direction divisive clustering", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "2", MONTH = "January", PAGES = "131-139", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131127"} @article{bb135114, AUTHOR = "Torbick, N. and Becker, B.", TITLE = "Evaluating Principal Components Analysis for Identifying Optimal Bands Using Wetland Hyperspectral Measurements From the Great Lakes, USA", JOURNAL = RS, VOLUME = "1", YEAR = "2009", NUMBER = "3", MONTH = "September", PAGES = "408-417", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131128"} @article{bb135115, AUTHOR = "Ding, X. and He, L. and Carin, L.", TITLE = "Bayesian Robust Principal Component Analysis", JOURNAL = IP, VOLUME = "20", YEAR = "2011", NUMBER = "12", MONTH = "December", PAGES = "3419-3430", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131129"} @article{bb135116, AUTHOR = "Yektaii, M. and Bhattacharya, P.", TITLE = "A criterion for measuring the separability of clusters and its applications to principal component analysis", JOURNAL = SIViP, VOLUME = "5", YEAR = "2011", NUMBER = "1", MONTH = "March", PAGES = "93-104", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131130"} @article{bb135117, AUTHOR = "Wang, D.H. and Kong, S.", TITLE = "Feature selection from high-order tensorial data via sparse decomposition", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "13", MONTH = "October", PAGES = "1695-1702", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131131"} @article{bb135118, AUTHOR = "Honeine, P.", TITLE = "Online Kernel Principal Component Analysis: A Reduced-Order Model", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "1814-1826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131132"} @article{bb135119, AUTHOR = "Gao, J.B. and Shi, Q.F. and Caetano, T.S.", TITLE = "Dimensionality reduction via compressive sensing", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1163-1170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131133"} @article{bb135120, AUTHOR = "Tu, S.K. and Xu, L.", TITLE = "A theoretical investigation of several model selection criteria for dimensionality reduction", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1117-1126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131134"} @article{bb135121, AUTHOR = "Zhu, X.Z.", TITLE = "Super-class Discriminant Analysis: A novel solution for heteroscedasticity", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "5", MONTH = "April", PAGES = "545-551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131135"} @article{bb135122, AUTHOR = "Kadappa, V. and Negi, A.", TITLE = "Computational and space complexity analysis of SubXPCA", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "8", MONTH = "August", PAGES = "2169-2174", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131136"} @article{bb135123, AUTHOR = "Liang, Z.Z. and Xia, S.X. and Zhou, Y. and Zhang, L. and Li, Y.F.", TITLE = "Feature extraction based on Lp-norm generalized principal component analysis", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "9", MONTH = "July", PAGES = "1037-1045", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131137"} @article{bb135124, AUTHOR = "Villegas, M. and Paredes, R.", TITLE = "On improving robustness of LDA and SRDA by using tangent vectors", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "9", MONTH = "July", PAGES = "1094-1100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131138"} @article{bb135125, AUTHOR = "Hari Kumar, R. and Vinoth Kumar, B.", TITLE = "Comprehensive analysis of LPG-PCA algorithms in denoising and deblurring of medical images", JOURNAL = IJIST, VOLUME = "23", YEAR = "2013", NUMBER = "2", PAGES = "157-170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131139"} @inproceedings{bb135126, AUTHOR = "Hari Kumar, R. and Vinoth Kumar, B. and Gowthami, S.", TITLE = "Performance analysis of LPG PCA algorithm in medical images", BOOKTITLE = IMVIP12, YEAR = "2012", PAGES = "125-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131140"} @article{bb135127, AUTHOR = "Ulfarsson, M.O. and Solo, V.", TITLE = "Selecting the Number of Principal Components with SURE", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "239-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131141"} @article{bb135128, AUTHOR = "Lu, M. and Huang, J.H.Z. and Qian, X.N.", TITLE = "Sparse exponential family Principal Component Analysis", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "681-691", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131142"} @article{bb135129, AUTHOR = "Lu, G.F. and Zou, J. and Wang, Y. and Wang, Z.Q.", TITLE = "L1-norm-based principal component analysis with adaptive regularization", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "901-907", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131143"} @article{bb135130, AUTHOR = "Yi, S.Y. and Lai, Z.H. and He, Z.Y. and Cheung, Y.M. and Liu, Y.", TITLE = "Joint sparse principal component analysis", JOURNAL = PR, VOLUME = "61", YEAR = "2017", NUMBER = "1", PAGES = "524-536", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131144"} @inproceedings{bb135131, AUTHOR = "Yi, S.Y. and He, Z.Y. and Li, Y. and Cheung, Y.M. and Chen, W.S.", TITLE = "Simultaneous Dual-Views Reconstruction with Adaptive Dictionary and Low-Rank Representation", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1607-1611", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131145"} @article{bb135132, AUTHOR = "Forghani, Y.", TITLE = "Comment on 'Joint sparse principal component analysis' by S. Yi et al. (Pattern Recognition, vol. 61, pp. 524-536, 2017)", JOURNAL = PR, VOLUME = "77", YEAR = "2018", PAGES = "454-455", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131146"} @article{bb135133, AUTHOR = "Lee, J. and Choe, Y.", TITLE = "Robust PCA Based on Incoherence With Geometrical Interpretation", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "4", MONTH = "April", PAGES = "1939-1950", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131147"} @article{bb135134, AUTHOR = "de Pierrefeu, A. and Lofstedt, T. and Hadj Selem, F. and Dubois, M. and Jardri, R. and Fovet, T. and Ciuciu, P. and Frouin, V. and Duchesnay, E.", TITLE = "Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty", JOURNAL = MedImg, VOLUME = "37", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "396-407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131148"} @article{bb135135, AUTHOR = "Chen, X.H. and Sun, H.Q.", TITLE = "L_2,1-norm-based sparse principle component analysis with trace norm regularised term", JOURNAL = IET-IPR, VOLUME = "13", YEAR = "2019", NUMBER = "6", MONTH = "May", PAGES = "910-922", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131149"} @article{bb135136, AUTHOR = "Ma, J. and Yuan, Y.Y.", TITLE = "Dimension reduction of image deep feature using PCA", JOURNAL = JVCIR, VOLUME = "63", YEAR = "2019", PAGES = "102578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131150"} @article{bb135137, AUTHOR = "Li, X.", TITLE = "Convolutional PCA for Multiple Time Series", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "1450-1454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131151"} @article{bb135138, AUTHOR = "He, Z.X. and Wu, M.T. and Zhao, X.Y. and Zhang, S.Y. and Tan, J.R.", TITLE = "Representative null space LDA for discriminative dimensionality reduction", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131152"} @article{bb135139, AUTHOR = "Nie, F.P. and Tian, L. and Huang, H. and Ding, C.", TITLE = "Non-Greedy L21-Norm Maximization for Principal Component Analysis", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "5277-5286", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131153"} @article{bb135140, AUTHOR = "Lim, Y.J. and Kwon, J. and Oh, H.S.", TITLE = "Principal component analysis in the wavelet domain", JOURNAL = PR, VOLUME = "119", YEAR = "2021", PAGES = "108096", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131154"} @article{bb135141, AUTHOR = "He, F. and Lv, K. and Yang, J. and Huang, X.L.", TITLE = "One-Shot Distributed Algorithm for PCA With RBF Kernels", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "1465-1469", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131155"} @article{bb135142, AUTHOR = "Sofuoglu, S.E. and Aviyente, S.", TITLE = "Graph Regularized Low-Rank Tensor-Train for Robust Principal Component Analysis", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "1152-1156", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131156"} @article{bb135143, AUTHOR = "Dhanaraj, M. and Markopoulos, P.P.", TITLE = "On the Asymptotic L1-PC of Elliptical Distributions", JOURNAL = SPLetters, VOLUME = "29", YEAR = "2022", PAGES = "2343-2347", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131157"} @article{bb135144, AUTHOR = "Lee, J. and Oh, H.S.", TITLE = "Robust spherical principal curves", JOURNAL = PR, VOLUME = "138", YEAR = "2023", PAGES = "109380", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131158"} @article{bb135145, AUTHOR = "Wang, Y.L. and Kou, K.I. and Chen, H. and Tang, Y.Y. and Li, L.Q.", TITLE = "Double Auto-Weighted Tensor Robust Principal Component Analysis", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "5114-5125", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131159"} @article{bb135146, AUTHOR = "Migenda, N. and Moller, R. and Schenck, W.", TITLE = "Adaptive local Principal Component Analysis improves the clustering of high-dimensional data", JOURNAL = PR, VOLUME = "146", YEAR = "2024", PAGES = "110030", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131160"} @article{bb135147, AUTHOR = "Zhang, C. and Gai, K. and Zhang, S.H.", TITLE = "Matrix normal PCA for interpretable dimension reduction and graphical noise modeling", JOURNAL = PR, VOLUME = "154", YEAR = "2024", PAGES = "110591", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131161"} @inproceedings{bb135148, AUTHOR = "Xu, Z.Q. and He, R. and Xie, S.L. and Wu, S.Q.", TITLE = "Adaptive Rank Estimate in Robust Principal Component Analysis", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "6573-6582", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131162"} @inproceedings{bb135149, AUTHOR = "Ju, F. and Sun, Y. and Gao, J. and Liu, S. and Hu, Y. and Yin, B.", TITLE = "Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "4462-4470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131163"} @inproceedings{bb135150, AUTHOR = "Lu, C. and Feng, J. and Chen, Y. and Liu, W. and Lin, Z. and Yan, S.", TITLE = "Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5249-5257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131164"} @inproceedings{bb135151, AUTHOR = "Shi, F.Y. and Zhai, M. and Duncan, D. and Jacobs, N.", TITLE = "MPCA: EM-based PCA for mixed-size image datasets", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "1807-1811", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131165"} @inproceedings{bb135152, AUTHOR = "Zhai, M. and Shi, F.Y. and Duncan, D. and Jacobs, N.", TITLE = "Covariance-Based PCA for Multi-size Data", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1603-1608", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131166"} @inproceedings{bb135153, AUTHOR = "Abdel Hakim, A.E. and El Saban, M.", TITLE = "FRPCA: Fast Robust Principal Component Analysis for online observations", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "413-416", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131167"} @inproceedings{bb135154, AUTHOR = "Wang, S.J. and Sun, M.F. and Chen, Y.H. and Pang, E.P. and Zhou, C.G.", TITLE = "STPCA: Sparse tensor Principal Component Analysis for feature extraction", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "2278-2281", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131168"} @inproceedings{bb135155, AUTHOR = "Kawatani, T. and Shimizu, H.", TITLE = "Complementary Classifier Design Using Difference Principal Components", BOOKTITLE = ICDAR97, YEAR = "1997", PAGES = "875-880", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602p1.html#TT131169"} @article{bb135156, AUTHOR = "Fukunaga, K. and Olsen, D.R.", TITLE = "An Algorithm for Finding Intrinsic Dimensionality of Data", JOURNAL = TC, VOLUME = "20", YEAR = "1971", NUMBER = "2", PAGES = "176-183", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131170"} @article{bb135157, AUTHOR = "Koontz, W.L.G. and Fukunaga, K.", TITLE = "A Nonparametric Valley-Seeking Technique for Cluster Analysis", JOURNAL = TC, VOLUME = "21", YEAR = "1972", PAGES = "171-178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131171"} @article{bb135158, AUTHOR = "Koontz, W.L.G. and Fukunaga, K.", TITLE = "Asymptotic Analysis of a Nonparametric Clustering Technique", JOURNAL = TC, VOLUME = "21", YEAR = "1972", PAGES = "967-974", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131172"} @article{bb135159, AUTHOR = "Koontz, W.L.G. and Narendra, P.M. and Fukunaga, K.", TITLE = "A Graph-Theoretic Approach to Nonparametric Cluster Analysis", JOURNAL = TC, VOLUME = "25", YEAR = "1976", PAGES = "936-944", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131173"} @article{bb135160, AUTHOR = "Raudys, S.J.", TITLE = "Determination of optimal dimensionality in statistical pattern classification", JOURNAL = PR, VOLUME = "11", YEAR = "1979", NUMBER = "4", PAGES = "263-270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131174"} @article{bb135161, AUTHOR = "Raudys, S.J. and Pikelis, V.", TITLE = "On Dimensionality, Sample Size, Classification Error, and Complexity of Classification Algorithms in Pattern Recognition", JOURNAL = PAMI, VOLUME = "2", YEAR = "1980", NUMBER = "3", MONTH = "May", PAGES = "243-252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131175"} @inproceedings{bb135162, AUTHOR = "Raudys, S.J.", TITLE = "Feature Over-Selection", BOOKTITLE = SSPR06, YEAR = "2006", PAGES = "622-631", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131176"} @article{bb135163, AUTHOR = "Schwartz, G.", TITLE = "Estimating the Dimension of a Model", JOURNAL = AMS, VOLUME = "6", YEAR = "1978", PAGES = "461-464", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131177"} @article{bb135164, AUTHOR = "Jain, A.K. and Waller, W.G.", TITLE = "On the optimal number of features in the classification of multivariate Gaussian data", JOURNAL = PR, VOLUME = "10", YEAR = "1978", NUMBER = "5-6", PAGES = "365-374", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131178"} @article{bb135165, AUTHOR = "Trunk, G.V.", TITLE = "Range Resolution of Targets using Automatic Detection", JOURNAL = AeroSys, VOLUME = "14", YEAR = "1978", NUMBER = "5", PAGES = "750-755", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131179"} @inproceedings{bb135166, AUTHOR = "Trunk, G.V.", TITLE = "A Problem of Dimensionality: A Simple Example", BOOKTITLE = PAMI, VOLUME = "1", YEAR = "1979", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131180"} @article{bb135167, AUTHOR = "Verveer, P.J. and Duin, R.P.W.", TITLE = "An Evaluation of Intrinsic Dimensionality Estimators", JOURNAL = PAMI, VOLUME = "17", YEAR = "1995", NUMBER = "1", MONTH = "January", PAGES = "81-86", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131181"} @article{bb135168, AUTHOR = "Bruske, J. and Sommer, G.", TITLE = "Intrinsic Dimensionality Estimation with Optimally Topology Preserving Maps", JOURNAL = PAMI, VOLUME = "20", YEAR = "1998", NUMBER = "5", MONTH = "May", PAGES = "572-575", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131182"} @inproceedings{bb135169, AUTHOR = "Bruske, J. and Sommer, G.", TITLE = "An algorithm for intrinsic dimensionality estimation", BOOKTITLE = CAIP97, YEAR = "1997", PAGES = "9-16", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131183"} @article{bb135170, AUTHOR = "Camastra, F. and Vinciarelli, A.", TITLE = "Estimating the Intrinsic Dimension of Data with a Fractal-Based Method", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "10", MONTH = "October", PAGES = "1404-1407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131184"} @article{bb135171, AUTHOR = "Camastra, F.", TITLE = "Data dimensionality estimation methods: a survey", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "12", MONTH = "December", PAGES = "2945-2954", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131185"} @article{bb135172, AUTHOR = "Fan, M.Y. and Qiao, H. and Zhang, B.", TITLE = "Intrinsic dimension estimation of manifolds by incising balls", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "780-787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131186"} @article{bb135173, AUTHOR = "Fan, M.Y. and Gu, N.N. and Qiao, H. and Zhang, B.", TITLE = "Sparse regularization for semi-supervised classification", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "8", MONTH = "August", PAGES = "1777-1784", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131187"} @article{bb135174, AUTHOR = "Xie, L.X. and Tian, Q. and Wang, M. and Zhang, B.", TITLE = "Spatial Pooling of Heterogeneous Features for Image Classification", JOURNAL = IP, VOLUME = "23", YEAR = "2014", NUMBER = "5", MONTH = "May", PAGES = "1994-2008", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131188"} @article{bb135175, AUTHOR = "Xie, L.X. and Tian, Q. and Zhang, B.", TITLE = "Simple Techniques Make Sense: Feature Pooling and Normalization for Image Classification", JOURNAL = CirSysVideo, VOLUME = "26", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "1251-1264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131189"} @article{bb135176, AUTHOR = "Felsberg, M. and Kalkan, S. and Kruger, N.", TITLE = "Continuous dimensionality characterization of image structures", JOURNAL = IVC, VOLUME = "27", YEAR = "2009", NUMBER = "6", MONTH = "May", PAGES = "628-636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131190"} @article{bb135177, AUTHOR = "Bouveyron, C. and Celeux, G. and Girard, S.C.", TITLE = "Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "14", MONTH = "October", PAGES = "1706-1713", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131191"} @article{bb135178, AUTHOR = "Ceruti, C. and Bassis, S. and Rozza, A. and Lombardi, G. and Casiraghi, E. and Campadelli, P.", TITLE = "DANCo: An intrinsic dimensionality estimator exploiting angle and norm concentration", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "8", PAGES = "2569-2581", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131192"} @inproceedings{bb135179, AUTHOR = "Rozza, A. and Lombardi, G. and Rosa, M. and Casiraghi, E. and Campadelli, P.", TITLE = "IDEA: Intrinsic Dimension Estimation Algorithm", BOOKTITLE = CIAP11, YEAR = "2011", PAGES = "I: 433-442", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131193"} @article{bb135180, AUTHOR = "Golay, J. and Kanevski, M.", TITLE = "A new estimator of intrinsic dimension based on the multipoint Morisita index", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "12", PAGES = "4070-4081", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131194"} @article{bb135181, AUTHOR = "Liu, Y.L. and Zhang, Y.M. and Zhang, X.Y. and Liu, C.L.", TITLE = "Adaptive spatial pooling for image classification", JOURNAL = PR, VOLUME = "55", YEAR = "2016", NUMBER = "1", PAGES = "58-67", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131195"} @inproceedings{bb135182, AUTHOR = "Romano, S. and Chelly, O. and Nguyen, V. and Bailey, J. and Houle, M.E.", TITLE = "Measuring dependency via intrinsic dimensionality", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1207-1212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602intrind1.html#TT131196"} @article{bb135183, AUTHOR = "Panahi, A. and Viberg, M.", TITLE = "Fast Candidate Points Selection in the LASSO Path", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "2", MONTH = "February", PAGES = "79-82", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131197"} @article{bb135184, AUTHOR = "Xiang, Z.J. and Ramadge, P.J.", TITLE = "Edge-Preserving Image Regularization Based on Morphological Wavelets and Dyadic Trees", JOURNAL = IP, VOLUME = "21", YEAR = "2012", NUMBER = "4", MONTH = "April", PAGES = "1548-1560", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131198"} @inproceedings{bb135185, AUTHOR = "Xiang, Z.J. and Ramadge, P.J.", TITLE = "Morphological wavelet transform with adaptive dyadic structures", BOOKTITLE = ICIP10, YEAR = "2010", PAGES = "1677-1680", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131199"} @article{bb135186, AUTHOR = "Duan, J. and Soussen, C. and Brie, D. and Idier, J. and Wang, Y.P.", TITLE = "On LARS/Homotopy Equivalence Conditions for Over-Determined LASSO", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "894-897", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131200"} @article{bb135187, AUTHOR = "Jamil, T. and ter Braak, C.J.F.", TITLE = "Selection properties of type II maximum likelihood (empirical Bayes) in linear models with individual variance components for predictors", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1205-1212", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131201"} @article{bb135188, AUTHOR = "Jung, A. and Hannak, G. and Goertz, N.", TITLE = "Graphical LASSO based Model Selection for Time Series", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "10", MONTH = "October", PAGES = "1781-1785", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131202"} @article{bb135189, AUTHOR = "Zhou, Y. and Han, J.H. and Yuan, X.H. and Wei, Z.C. and Hong, R.C.", TITLE = "Inverse Sparse Group Lasso Model for Robust Object Tracking", JOURNAL = MultMed, VOLUME = "19", YEAR = "2017", NUMBER = "8", MONTH = "August", PAGES = "1798-1810", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131203"} @article{bb135190, AUTHOR = "Liu, Q. and Ma, X. and Ou, W.H. and Zhou, Q.", TITLE = "Visual Object Tracking with Online Sample Selection Via LASSO Regularization", JOURNAL = SIViP, VOLUME = "11", YEAR = "2017", NUMBER = "5", MONTH = "July", PAGES = "881-888", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131204"} @article{bb135191, AUTHOR = "Xiang, Z.J. and Wang, Y. and Ramadge, P.J.", TITLE = "Screening Tests for LASSO Problems", JOURNAL = PAMI, VOLUME = "39", YEAR = "2017", NUMBER = "5", MONTH = "May", PAGES = "1008-1027", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131205"} @article{bb135192, AUTHOR = "Yuan, L. and Liu, J. and Ye, J.P.", TITLE = "Efficient Methods for Overlapping Group LASSO", JOURNAL = PAMI, VOLUME = "35", YEAR = "2013", NUMBER = "9", PAGES = "2104-2116", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131206"} @article{bb135193, AUTHOR = "Wang, J. and Fan, W. and Ye, J.", TITLE = "Fused LASSO Screening Rules via the Monotonicity of Subdifferentials", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "9", MONTH = "September", PAGES = "1806-1820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131207"} @article{bb135194, AUTHOR = "Zhao, L. and Hu, Q. and Wang, W.", TITLE = "Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks and Sparse Group LASSO", JOURNAL = MultMed, VOLUME = "17", YEAR = "2015", NUMBER = "11", MONTH = "November", PAGES = "1936-1948", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131208"} @article{bb135195, AUTHOR = "Souly, N. and Shah, M.A.", TITLE = "Visual Saliency Detection Using Group Lasso Regularization in Videos of Natural Scenes", JOURNAL = IJCV, VOLUME = "117", YEAR = "2016", NUMBER = "1", MONTH = "March", PAGES = "93-110", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131209"} @article{bb135196, AUTHOR = "Shen, X.Y. and Chen, L. and Gu, Y.T. and So, H.C.", TITLE = "Square-Root Lasso With Nonconvex Regularization: An ADMM Approach", JOURNAL = SPLetters, VOLUME = "23", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "934-938", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131210"} @article{bb135197, AUTHOR = "Painsky, A. and Rosset, S.", TITLE = "Isotonic Modeling with Non-Differentiable Loss Functions with Application to Lasso Regularization", JOURNAL = PAMI, VOLUME = "38", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "308-321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131211"} @article{bb135198, AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.", TITLE = "Face recognition using discriminant locality preserving projections based on maximum margin criterion", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3572-3579", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131212"} @article{bb135199, AUTHOR = "Lu, G.F. and Lin, Z. and Jin, Z.", TITLE = "Face recognition using regularised generalised discriminant locality preserving projections", JOURNAL = IET-CV, VOLUME = "5", YEAR = "2011", NUMBER = "2", PAGES = "107-116", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131213"}