@article{bb132300,
AUTHOR = "Alvarez Meza, A. and Valencia Aguirre, J. and Daza Santacoloma, G. and Castellanos Dominguez, C.G.",
TITLE = "Global and local choice of the number of nearest neighbors in locally
linear embedding",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "16",
MONTH = "December",
PAGES = "2171-2177",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128424"}
@inproceedings{bb132301,
AUTHOR = "Valencia Aguirre, J. and Alvarez Meza, A. and Daza Santacoloma, G. and Castellanos Dominguez, C.G.",
TITLE = "Automatic Choice of the Number of Nearest Neighbors in Locally Linear
Embedding",
BOOKTITLE = CIARP09,
YEAR = "2009",
PAGES = "77-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128425"}
@article{bb132302,
AUTHOR = "Zhang, Z. and Chow, W.S.",
TITLE = "Tensor Locally Linear Discriminative Analysis",
JOURNAL = SPLetters,
VOLUME = "18",
YEAR = "2011",
NUMBER = "11",
MONTH = "November",
PAGES = "643-646",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128426"}
@article{bb132303,
AUTHOR = "Prince, S.J.D. and Li, P. and Fu, Y. and Mohammed, U. and Elder, J.H.",
TITLE = "Probabilistic Models for Inference about Identity",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "1",
MONTH = "January",
PAGES = "144-157",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128427"}
@inproceedings{bb132304,
AUTHOR = "Prince, S.J.D. and Elder, J.H.",
TITLE = "Bayesian Identity Clustering",
BOOKTITLE = CRV10,
YEAR = "2010",
PAGES = "32-39",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128428"}
@inproceedings{bb132305,
AUTHOR = "Prince, S.J.D. and Elder, J.H.",
TITLE = "Probabilistic Linear Discriminant Analysis for Inferences About
Identity",
BOOKTITLE = ICCV07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128429"}
@article{bb132306,
AUTHOR = "Durrant, R.J. and Kaban, A.",
TITLE = "A tight bound on the performance of Fisher's linear discriminant in
randomly projected data spaces",
JOURNAL = PRL,
VOLUME = "33",
YEAR = "2012",
NUMBER = "7",
MONTH = "May",
PAGES = "911-919",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128430"}
@inproceedings{bb132307,
AUTHOR = "Durrant, R.J. and Kaban, A.",
TITLE = "A Bound on the Performance of LDA in Randomly Projected Data Spaces",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "4044-4047",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128431"}
@article{bb132308,
AUTHOR = "Zhong, F.J. and Zhang, J.S.",
TITLE = "Linear Discriminant Analysis Based on L1-Norm Maximization",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "8",
PAGES = "3018-3027",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128432"}
@article{bb132309,
AUTHOR = "Zollanvari, A. and Hua, J.P. and Dougherty, E.R.",
TITLE = "Analytical study of performance of linear discriminant analysis in
stochastic settings",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "11",
MONTH = "November",
PAGES = "3017-3029",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128433"}
@article{bb132310,
AUTHOR = "Niu, Z.X. and Hua, G. and Tian, Q. and Gao, X.B.",
TITLE = "Visual Topic Network:
Building better image representations for images in social media",
JOURNAL = CVIU,
VOLUME = "136",
YEAR = "2015",
NUMBER = "1",
PAGES = "3-13",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128434"}
@inproceedings{bb132311,
AUTHOR = "Niu, Z.X. and Hua, G. and Gao, X.B. and Tian, Q.",
TITLE = "Context aware topic model for scene recognition",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2743-2750",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128435"}
@inproceedings{bb132312,
AUTHOR = "Niu, Z.X. and Hua, G. and Gao, X.B. and Tian, Q.",
TITLE = "Spatial-DiscLDA for visual recognition",
BOOKTITLE = CVPR11,
YEAR = "2011",
PAGES = "1769-1776",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128436"}
@article{bb132313,
AUTHOR = "Mahanta, M.S. and Plataniotis, K.N.",
TITLE = "2DLDA as matrix-variate formulation of a separable 1DLDA",
JOURNAL = PRL,
VOLUME = "68, Part 1",
YEAR = "2015",
NUMBER = "1",
PAGES = "169-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128437"}
@article{bb132314,
AUTHOR = "Wei, Z. and Chu, Y.J. and Zhao, L.",
TITLE = "An effective two-dimensional linear discriminant analysis with locality
preserving approach for image recognition",
JOURNAL = SIViP,
VOLUME = "11",
YEAR = "2017",
NUMBER = "8",
MONTH = "November",
PAGES = "1577-1584",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128438"}
@article{bb132315,
AUTHOR = "Noh, Y.K. and Hamm, J. and Park, F.C. and Zhang, B.T. and Lee, D.D.",
TITLE = "Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "92-105",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128439"}
@inproceedings{bb132316,
AUTHOR = "Noh, Y.K. and Hamm, J. and Lee, D.D.",
TITLE = "Regularized discriminant analysis for transformation-invariant object
recognition",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128440"}
@article{bb132317,
AUTHOR = "Ye, Q. and Yang, J. and Liu, F. and Zhao, C. and Ye, N. and Yin, T.",
TITLE = "L1-Norm Distance Linear Discriminant Analysis Based on an Effective
Iterative Algorithm",
JOURNAL = CirSysVideo,
VOLUME = "28",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "114-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128441"}
@article{bb132318,
AUTHOR = "Shi, H.Q. and Tao, L.",
TITLE = "Visual comparison based on linear regression model and linear
discriminant analysis",
JOURNAL = JVCIR,
VOLUME = "57",
YEAR = "2018",
PAGES = "118-124",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128442"}
@article{bb132319,
AUTHOR = "Wen, J. and Fang, X. and Cui, J. and Fei, L. and Yan, K. and Chen, Y. and Xu, Y.",
TITLE = "Robust Sparse Linear Discriminant Analysis",
JOURNAL = CirSysVideo,
VOLUME = "29",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "390-403",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128443"}
@article{bb132320,
AUTHOR = "Lu, Y. and Yuan, C. and Lai, Z. and Li, X. and Zhang, D. and Wong, W.K.",
TITLE = "Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image
Representation",
JOURNAL = CirSysVideo,
VOLUME = "29",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "941-955",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128444"}
@article{bb132321,
AUTHOR = "Wang, J.Y. and Wang, H.M. and Nie, F.P. and Li, X.L.",
TITLE = "Ratio Sum Versus Sum Ratio for Linear Discriminant Analysis",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "10171-10185",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128445"}
@article{bb132322,
AUTHOR = "Wang, Q. and Lei, H. and Wang, F. and Wen, X. and Lin, Z.P. and Nie, F.P.",
TITLE = "Attribute graph adjusted trace ratio linear discriminant analysis for
feature extraction",
JOURNAL = PR,
VOLUME = "176",
YEAR = "2026",
PAGES = "113136",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128446"}
@article{bb132323,
AUTHOR = "Nie, F.P. and Tian, L. and Wang, R. and Li, X.L.",
TITLE = "Learning Feature-Sparse Principal Subspace",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "4858-4869",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128447"}
@article{bb132324,
AUTHOR = "Mo, D.M. and Lai, Z.H. and Zhou, J. and Hu, Q.H.",
TITLE = "Scatter matrix decomposition for jointly sparse learning",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109485",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128448"}
@article{bb132325,
AUTHOR = "Yang, X.F. and Zheng, M. and Liu, L.M.",
TITLE = "Robust Two-Dimensional T L_1-Norm Linear Discriminant Analysis for
Image Recognition",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "523-527",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128449"}
@article{bb132326,
AUTHOR = "Zhou, J.H. and Zhang, Q. and Zeng, S.N. and Zhang, B. and Fang, L.Y.",
TITLE = "Latent Linear Discriminant Analysis for feature extraction via
Isometric Structural Learning",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110218",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128450"}
@article{bb132327,
AUTHOR = "Wang, Y. and Wang, C. and Jiang, B.",
TITLE = "Sr-LDA:Sparse and Reduced-Rank Linear Discriminant Analysis for High
Dimensional Matrix",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "1134-1138",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128451"}
@article{bb132328,
AUTHOR = "Liu, J.J. and Feng, M. and Xiu, X.C. and Liu, W.Q.",
TITLE = "Towards robust and sparse linear discriminant analysis for image
classification",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110512",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128452"}
@article{bb132329,
AUTHOR = "Li, H. and Luo, W. and Bai, Z.D. and Zhou, H. and Pu, Z.",
TITLE = "Spectrally-Corrected and Regularized LDA for Spiked Model",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "3",
MONTH = "March",
PAGES = "1991-1999",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128453"}
@inproceedings{bb132330,
AUTHOR = "Jose, A. and Yan, S. and Zhang, M. and Ohm, J.R.",
TITLE = "Deep Subclass Linear Discriminant Analysis For Multimodal Feature
Space Learning",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1701-1705",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128454"}
@inproceedings{bb132331,
AUTHOR = "Bekios Calfa, J. and Keith, B.",
TITLE = "A Multilabel Extension of LDA Based on the Gram-Schmidt
Orthogonalization Procedure",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "86-93",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128455"}
@inproceedings{bb132332,
AUTHOR = "Chen, J.Y. and Xu, X.M. and Qing, C.M. and Jin, J.X.",
TITLE = "LDA based compact and discriminative dictionary learning for sparse
coding",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "4912-4916",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128456"}
@inproceedings{bb132333,
AUTHOR = "Tamaki, T. and Yuan, B.Z. and Harada, K. and Raytchev, B. and Kaneda, K.",
TITLE = "Linear discriminative image processing operator analysis",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2526-2532",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128457"}
@inproceedings{bb132334,
AUTHOR = "Wen, Y. and Zhou, Z.Y. and Wang, X.H. and Zhang, Y.D. and Wu, R.H.",
TITLE = "An improved locally linear embedding for sparse data sets",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "1585-1588",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128458"}
@inproceedings{bb132335,
AUTHOR = "Yin, J. and Jin, Z.",
TITLE = "A modified NLDA algorithm",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "4513-4516",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128459"}
@inproceedings{bb132336,
AUTHOR = "Luo, D.J. and Huang, H. and Ding, C.",
TITLE = "Discriminative high order SVD: Adaptive tensor subspace selection for
image classification, clustering, and retrieval",
BOOKTITLE = ICCV11,
YEAR = "2011",
PAGES = "1443-1448",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128460"}
@inproceedings{bb132337,
AUTHOR = "Luo, D.J. and Ding, C. and Huang, H.",
TITLE = "Symmetric two dimensional linear discriminant analysis (2DLDA)",
BOOKTITLE = CVPR09,
YEAR = "2009",
PAGES = "2820-2827",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128461"}
@inproceedings{bb132338,
AUTHOR = "Vamsidhar, A.R. and Bora, P.K. and Das, S.",
TITLE = "Animation Geometry Compression Using the Linear Discriminant Analysis",
BOOKTITLE = ICCVGIP08,
YEAR = "2008",
PAGES = "512-519",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128462"}
@inproceedings{bb132339,
AUTHOR = "Goldberg, Y. and Ritov, Y.",
TITLE = "LDR-LLE: LLE with Low-Dimensional Neighborhood Representation",
BOOKTITLE = ISVC08,
YEAR = "2008",
PAGES = "II: 43-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128463"}
@inproceedings{bb132340,
AUTHOR = "Philbin, J. and Sivic, J. and Zisserman, A.",
TITLE = "Geometric LDA: A Generative Model for Particular Object Discovery",
BOOKTITLE = BMVC08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128464"}
@inproceedings{bb132341,
AUTHOR = "Ji, S.W. and Ye, J.P.",
TITLE = "A unified framework for generalized Linear Discriminant Analysis",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128465"}
@inproceedings{bb132342,
AUTHOR = "Kong, H. and Teoh, E.K. and Xu, P.F.",
TITLE = "Margin Maximizing Discriminant Analysis for Multi-shot Based Object
Recognition",
BOOKTITLE = ISVC06,
YEAR = "2006",
PAGES = "I: 628-637",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128466"}
@inproceedings{bb132343,
AUTHOR = "Juszczak, P. and Tax, D.M.J. and Verzakov, S. and Duin, R.P.W.",
TITLE = "Domain Based LDA and QDA",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 788-791",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128467"}
@inproceedings{bb132344,
AUTHOR = "Zhu, M.L. and Martinez, A.M.",
TITLE = "Selecting Principal Components in a Two-Stage LDA Algorithm",
BOOKTITLE = CVPR06,
YEAR = "2006",
PAGES = "I: 132-137",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128468"}
@inproceedings{bb132345,
AUTHOR = "Tanigawa, M.",
TITLE = "Multi-class object recognition using boosted linear discriminant
analysis combined with masking covariance matrix method",
BOOKTITLE = CVS06,
YEAR = "2006",
PAGES = "33",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128469"}
@inproceedings{bb132346,
AUTHOR = "Keysers, D. and Ney, H.",
TITLE = "Linear discriminant analysis and discriminative log-linear modeling",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 156-159",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128470"}
@inproceedings{bb132347,
AUTHOR = "Unsalan, C. and Ercil, A.",
TITLE = "Shapes of Features and a Modified Measure for Linear Discriminant
Analysis",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 410-413",
BIBSOURCE = "http://www.visionbib.com/bibliography/match582.html#TT128471"}
@article{bb132348,
AUTHOR = "Gerbrands, J.J.",
TITLE = "On the relationships between SVD, KLT and PCA",
JOURNAL = PR,
VOLUME = "14",
YEAR = "1981",
NUMBER = "1-6",
PAGES = "375-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128472"}
@article{bb132349,
AUTHOR = "Zhao, L. and Yang, Y.H.",
TITLE = "Theoretical analysis of illumination in PCA-based vision systems",
JOURNAL = PR,
VOLUME = "32",
YEAR = "1999",
NUMBER = "4",
MONTH = "April",
PAGES = "547-564",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128473"}
@article{bb132350,
AUTHOR = "Martinez, A.M. and Kak, A.C.",
TITLE = "PCA versus LDA",
JOURNAL = PAMI,
VOLUME = "23",
YEAR = "2001",
NUMBER = "2",
MONTH = "February",
PAGES = "228-233",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128474"}
@article{bb132351,
AUTHOR = "Ramamoorthi, R.",
TITLE = "Analytic PCA Construction for Theoretical Analysis of Lighting
Variability in Images of a Lambertian Object",
JOURNAL = PAMI,
VOLUME = "24",
YEAR = "2002",
NUMBER = "10",
MONTH = "October",
PAGES = "1322-1333",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128475"}
@article{bb132352,
AUTHOR = "Guillamet, D. and Vitria, J.",
TITLE = "Evaluation of distance metrics for recognition based on non-negative
matrix factorization",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "9-10",
MONTH = "June",
PAGES = "1599-1605",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128476"}
@inproceedings{bb132353,
AUTHOR = "Guillamet, D. and Vitria, J.",
TITLE = "Determining a suitable metric when using non-negative matrix
factorization",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 128-131",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128477"}
@article{bb132354,
AUTHOR = "Guillamet, D. and Vitria, J. and Schiele, B.",
TITLE = "Introducing a weighted non-negative matrix factorization for image
classification",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "14",
MONTH = "October",
PAGES = "2447-2454",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128478"}
@inproceedings{bb132355,
AUTHOR = "Guillamet, D. and Schiele, B. and Vitria, J.",
TITLE = "Analyzing non-negative matrix factorization for image classification",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 116-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128479"}
@inproceedings{bb132356,
AUTHOR = "Guillamet, D. and Vitria, J.",
TITLE = "Discriminant basis for object classification",
BOOKTITLE = CIAP01,
YEAR = "2001",
PAGES = "256-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128480"}
@inproceedings{bb132357,
AUTHOR = "Guillamet, D. and Bressan, M. and Vitria, J.",
TITLE = "A Weighted Non-negative Matrix Factorization for Local Representations",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "I:942-947",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128481"}
@inproceedings{bb132358,
AUTHOR = "Bressan, M. and Guillamet, D. and Vitria, J.",
TITLE = "Using an ICA Representation of High Dimensional Data for Object
Recognition and Classification",
BOOKTITLE = CVPR01,
YEAR = "2001",
PAGES = "I:1004-1009",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128482"}
@inproceedings{bb132359,
AUTHOR = "Bressan, M. and Vitria, J.",
TITLE = "Independent Modes of Variation in Point Distribution Models",
BOOKTITLE = VF01,
YEAR = "2001",
PAGES = "123 ff.",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128483"}
@inproceedings{bb132360,
AUTHOR = "Guillamet, D. and Moghaddam, B. and Vitria, J.",
TITLE = "Higher-order dependencies in local appearance models",
BOOKTITLE = ICIP03,
YEAR = "2003",
PAGES = "I: 213-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128484"}
@inproceedings{bb132361,
AUTHOR = "Moghaddam, B. and Guillamet, D. and Vitria, J.",
TITLE = "Local appearance-based models using high-order statistics of image
features",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "I: 729-735",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128485"}
@article{bb132362,
AUTHOR = "Wang, L.W. and Wang, X. and Zhang, X.R. and Feng, J.F.",
TITLE = "The equivalence of two-dimensional PCA to line-based PCA",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "1",
MONTH = "January",
PAGES = "57-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128486"}
@article{bb132363,
AUTHOR = "Martinez, A.M. and Zhu, M.L.",
TITLE = "Where Are Linear Feature Extraction Methods Applicable?",
JOURNAL = PAMI,
VOLUME = "27",
YEAR = "2005",
NUMBER = "12",
MONTH = "December",
PAGES = "1934-1944",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128487"}
@article{bb132364,
AUTHOR = "Gao, H. and Davis, J.W.",
TITLE = "Why direct LDA is not equivalent to LDA",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "5",
MONTH = "May",
PAGES = "1002-1006",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128488"}
@inproceedings{bb132365,
AUTHOR = "Gao, H. and Davis, J.W.",
TITLE = "Sampling Representative Examples for Dimensionality Reduction and
Recognition: Bumping LDA",
BOOKTITLE = ECCV06,
YEAR = "2006",
PAGES = "III: 275-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128489"}
@article{bb132366,
AUTHOR = "Chen, P. and Suter, D.",
TITLE = "An Analysis of Linear Subspace Approaches for Computer Vision and
Pattern Recognition",
JOURNAL = IJCV,
VOLUME = "68",
YEAR = "2006",
NUMBER = "1",
MONTH = "June",
PAGES = "83-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128490"}
@article{bb132367,
AUTHOR = "Bethge, M.",
TITLE = "Factorial coding of natural images: how effective are linear models in
removing higher-order dependencies?",
JOURNAL = JOSA-A,
VOLUME = "23",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "1253-1268",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128491"}
@article{bb132368,
AUTHOR = "Vicente, M.A. and Hoyer, P.O. and Hyvarinen, A.",
TITLE = "Equivalence of Some Common Linear Feature Extraction Techniques for
Appearance-Based Object Recognition Tasks",
JOURNAL = PAMI,
VOLUME = "29",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "896-900",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128492"}
@inproceedings{bb132369,
AUTHOR = "Vicente, M.A. and Fernandez, C. and Reinoso, O. and Paya, L.",
TITLE = "3D Object Recognition from Appearance: PCA Versus ICA Approaches",
BOOKTITLE = ICIAR04,
YEAR = "2004",
PAGES = "I: 547-555",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128493"}
@article{bb132370,
AUTHOR = "Gao, Q.X.",
TITLE = "Is two-dimensional PCA equivalent to a special case of modular PCA?",
JOURNAL = PRL,
VOLUME = "28",
YEAR = "2007",
NUMBER = "10",
MONTH = "July",
PAGES = "1250-1251",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128494"}
@article{bb132371,
AUTHOR = "Shih, F.Y. and Zhang, K.",
TITLE = "A distance-based separator representation for pattern classification",
JOURNAL = IVC,
VOLUME = "26",
YEAR = "2008",
NUMBER = "5",
MONTH = "May",
PAGES = "667-672",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128495"}
@article{bb132372,
AUTHOR = "Zheng, W.S. and Lai, J.H. and Li, S.Z.",
TITLE = "1D-LDA vs. 2D-LDA: When is vector-based linear discriminant analysis
better than matrix-based?",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "7",
MONTH = "July",
PAGES = "2156-2172",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128496"}
@book{bb132373,
AUTHOR = "Elad, M.",
TITLE = "Sparse and Redundant Representations
From Theory to Applications in Signal and Image Processing",
PUBLISHER = "Springer",
YEAR = "2010",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128497"}
@article{bb132374,
AUTHOR = "Elad, M.",
TITLE = "Sparse and Redundant Representation Modeling: What Next?",
JOURNAL = SPLetters,
VOLUME = "19",
YEAR = "2012",
NUMBER = "12",
MONTH = "December",
PAGES = "922-928",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128498"}
@article{bb132375,
AUTHOR = "Eriksson, A.P. and van den Hengel, A.J.",
TITLE = "Efficient Computation of Robust Weighted Low-Rank Matrix Approximations
Using the L_1 Norm",
JOURNAL = PAMI,
VOLUME = "34",
YEAR = "2012",
NUMBER = "9",
MONTH = "September",
PAGES = "1681-1690",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128499"}
@inproceedings{bb132376,
AUTHOR = "Eriksson, A.P. and van den Hengel, A.J.",
TITLE = "Efficient computation of robust low-rank matrix approximations in the
presence of missing data using the L1 norm",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "771-778",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128500"}
@inproceedings{bb132377,
AUTHOR = "Chojnacki, W. and van den Hengel, A.J. and Brooks, M.J.",
TITLE = "Generalised Principal Component Analysis:
Exploiting Inherent Parameter Constraints",
BOOKTITLE = VISAPP06,
YEAR = "2006",
PAGES = "217-228",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128501"}
@book{bb132378,
AUTHOR = "Oreifej, O. and Shah, M.",
TITLE = "Robust Subspace Estimation Using Low-Rank Optimization:
Theory and Applications",
PUBLISHER = "Springer",
YEAR = "2014",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128502"}
@article{bb132379,
AUTHOR = "Du, H.S. and Hu, Q.P. and Jiang, M. and Zhang, F.",
TITLE = "Two-dimensional principal component analysis based on Schatten p-norm
for image feature extraction",
JOURNAL = JVCIR,
VOLUME = "32",
YEAR = "2015",
NUMBER = "1",
PAGES = "55-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128503"}
@article{bb132380,
AUTHOR = "Du, H.S. and Zhao, Z.L. and Wang, S. and Hu, Q.P.",
TITLE = "Two-dimensional discriminant analysis based on Schatten p-norm for
image feature extraction",
JOURNAL = JVCIR,
VOLUME = "45",
YEAR = "2017",
NUMBER = "1",
PAGES = "87-94",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128504"}
@article{bb132381,
AUTHOR = "Martin Clemente, R. and Zarzoso, V.",
TITLE = "On the Link Between L1-PCA and ICA",
JOURNAL = PAMI,
VOLUME = "39",
YEAR = "2017",
NUMBER = "3",
MONTH = "March",
PAGES = "515-528",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128505"}
@article{bb132382,
AUTHOR = "Lisani, J.L. and Morel, J.M.",
TITLE = "Exploring Patch Similarity in an Image",
JOURNAL = IPOL,
VOLUME = "11",
YEAR = "2021",
PAGES = "284-316",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128506"}
@inproceedings{bb132383,
AUTHOR = "Kong, L.D. and Liu, Y.Q. and Li, X. and Chen, R. and Zhang, W.W. and Ren, J.W. and Pan, L. and Chen, K. and Liu, Z.W.",
TITLE = "Robo3D: Towards Robust and Reliable 3D Perception against Corruptions",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19937-19949",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128507"}
@inproceedings{bb132384,
AUTHOR = "Li, Y.L. and Xu, Y. and Xu, X.Y. and Mao, X.H. and Yao, Y. and Liu, S.Q. and Lu, C.",
TITLE = "Beyond Object Recognition:
A New Benchmark towards Object Concept Learning",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "19972-19983",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128508"}
@inproceedings{bb132385,
AUTHOR = "Chung, H. and Park, K.H. and Seo, T. and Cho, S.",
TITLE = "Phantom of Benchmark Dataset: Resolving Label Ambiguity Problem on
Image Recognition in the Wild",
BOOKTITLE = Novelty23,
YEAR = "2023",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128509"}
@inproceedings{bb132386,
AUTHOR = "Song, Y. and Sebe, N. and Wang, W.",
TITLE = "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global
Covariance Pooling?",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1095-1103",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128510"}
@inproceedings{bb132387,
AUTHOR = "Sidibe, D. and Rastgoo, M. and Meriaudeau, F.",
TITLE = "On spatio-temporal saliency detection in videos using multilinear PCA",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1876-1880",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128511"}
@inproceedings{bb132388,
AUTHOR = "Hsu, G.S. and Loc, T.T. and Chung, S.L.",
TITLE = "A comparison study on appearance-based object recognition",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "3500-3503",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128512"}
@inproceedings{bb132389,
AUTHOR = "Qi, H.C. and Hughes, S.M.",
TITLE = "Invariance of principal components under low-dimensional random
projection of the data",
BOOKTITLE = ICIP12,
YEAR = "2012",
PAGES = "937-940",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128513"}
@inproceedings{bb132390,
AUTHOR = "Sakano, H.",
TITLE = "A Brief History of the Subspace Methods",
BOOKTITLE = Subspace10,
YEAR = "2010",
PAGES = "434-435",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128514"}
@inproceedings{bb132391,
AUTHOR = "Garg, R. and Du, H. and Seitz, S.M. and Snavely, N.",
TITLE = "The dimensionality of scene appearance",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "1917-1924",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128515"}
@inproceedings{bb132392,
AUTHOR = "Salgian, A.S.",
TITLE = "Combining local descriptors for 3D object recognition and
categorization",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128516"}
@inproceedings{bb132393,
AUTHOR = "Salgian, A.S.",
TITLE = "Using Multiple Patches for 3D Object Recognition",
BOOKTITLE = BP07,
YEAR = "2007",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128517"}
@inproceedings{bb132394,
AUTHOR = "Salgian, A.S.",
TITLE = "Object Recognition Using Local Descriptors: A Comparison",
BOOKTITLE = ISVC06,
YEAR = "2006",
PAGES = "II: 709-717",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128518"}
@inproceedings{bb132395,
AUTHOR = "Choksuriwong, A. and Laurent, H. and Emile, B.",
TITLE = "Comparison of Invariant Descriptors for Object Recognition",
BOOKTITLE = ICIP05,
YEAR = "2005",
PAGES = "I: 377-380",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128519"}
@inproceedings{bb132396,
AUTHOR = "Brand, M.",
TITLE = "From Subspace to Submanifold Methods",
BOOKTITLE = BMVC04,
YEAR = "2004",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128520"}
@inproceedings{bb132397,
AUTHOR = "Lenz, R. and Bui, T.H.",
TITLE = "Recognition of non-negative patterns",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 498-501",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128521"}
@inproceedings{bb132398,
AUTHOR = "Fortuna, J. and Quick, P. and Capson, D.W.",
TITLE = "A comparison of subspace methods for accurate position measurement",
BOOKTITLE = Southwest04,
YEAR = "2004",
PAGES = "16-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128522"}
@inproceedings{bb132399,
AUTHOR = "Fortuna, J. and Schuurman, D.C. and Capson, D.W.",
TITLE = "A comparison of PCA and ICA for object recognition under varying
illumination",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "III: 11-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT128523"}
Last update:Jun 24, 2026 at 16:12:22