@article{bb112600,
        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#TT108921"}

@article{bb112601,
        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#TT108922"}

@article{bb112602,
        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#TT108923"}

@inproceedings{bb112603,
        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#TT108924"}

@inproceedings{bb112604,
        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#TT108925"}

@article{bb112605,
        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#TT108926"}

@article{bb112606,
        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#TT108927"}

@article{bb112607,
        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#TT108928"}

@inproceedings{bb112608,
        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#TT108929"}

@article{bb112609,
        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#TT108930"}

@article{bb112610,
        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#TT108931"}

@article{bb112611,
        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#TT108932"}

@article{bb112612,
        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#TT108933"}

@article{bb112613,
        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#TT108934"}

@article{bb112614,
        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#TT108935"}

@article{bb112615,
        AUTHOR = "Mo, D.M. and Lai, Z.H. and Zhou, J. and Qinghua, 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#TT108936"}

@article{bb112616,
        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#TT108937"}

@inproceedings{bb112617,
        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#TT108938"}

@inproceedings{bb112618,
        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#TT108939"}

@inproceedings{bb112619,
        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#TT108940"}

@inproceedings{bb112620,
        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#TT108941"}

@inproceedings{bb112621,
        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#TT108942"}

@inproceedings{bb112622,
        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#TT108943"}

@inproceedings{bb112623,
        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#TT108944"}

@inproceedings{bb112624,
        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#TT108945"}

@inproceedings{bb112625,
        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#TT108946"}

@inproceedings{bb112626,
        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#TT108947"}

@inproceedings{bb112627,
        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#TT108948"}

@inproceedings{bb112628,
        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#TT108949"}

@inproceedings{bb112629,
        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#TT108950"}

@inproceedings{bb112630,
        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#TT108951"}

@inproceedings{bb112631,
        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#TT108952"}

@inproceedings{bb112632,
        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#TT108953"}

@inproceedings{bb112633,
        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#TT108954"}

@inproceedings{bb112634,
        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#TT108955"}

@article{bb112635,
        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#TT108956"}

@article{bb112636,
        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#TT108957"}

@article{bb112637,
        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#TT108958"}

@article{bb112638,
        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#TT108959"}

@article{bb112639,
        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#TT108960"}

@inproceedings{bb112640,
        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#TT108961"}

@article{bb112641,
        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#TT108962"}

@inproceedings{bb112642,
        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#TT108963"}

@inproceedings{bb112643,
        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#TT108964"}

@inproceedings{bb112644,
        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#TT108965"}

@inproceedings{bb112645,
        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#TT108966"}

@inproceedings{bb112646,
        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#TT108967"}

@inproceedings{bb112647,
        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#TT108968"}

@inproceedings{bb112648,
        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#TT108969"}

@article{bb112649,
        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#TT108970"}

@article{bb112650,
        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#TT108971"}

@article{bb112651,
        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#TT108972"}

@inproceedings{bb112652,
        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#TT108973"}

@article{bb112653,
        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#TT108974"}

@article{bb112654,
        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#TT108975"}

@article{bb112655,
        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#TT108976"}

@inproceedings{bb112656,
        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#TT108977"}

@article{bb112657,
        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#TT108978"}

@article{bb112658,
        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#TT108979"}

@article{bb112659,
        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#TT108980"}

@book{bb112660,
        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#TT108981"}

@article{bb112661,
        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#TT108982"}

@article{bb112662,
        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#TT108983"}

@inproceedings{bb112663,
        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#TT108984"}

@inproceedings{bb112664,
        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#TT108985"}

@book{bb112665,
        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#TT108986"}

@article{bb112666,
        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#TT108987"}

@article{bb112667,
        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#TT108988"}

@article{bb112668,
        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#TT108989"}

@article{bb112669,
        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#TT108990"}

@inproceedings{bb112670,
        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#TT108991"}

@inproceedings{bb112671,
        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#TT108992"}

@inproceedings{bb112672,
        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#TT108993"}

@inproceedings{bb112673,
        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#TT108994"}

@inproceedings{bb112674,
        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#TT108995"}

@inproceedings{bb112675,
        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#TT108996"}

@inproceedings{bb112676,
        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#TT108997"}

@inproceedings{bb112677,
        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#TT108998"}

@inproceedings{bb112678,
        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#TT108999"}

@inproceedings{bb112679,
        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#TT109000"}

@inproceedings{bb112680,
        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#TT109001"}

@inproceedings{bb112681,
        AUTHOR = "Brand, M.",
        TITLE = "From Subspace to Submanifold Methods",
        BOOKTITLE = BMVC04,
        YEAR = "2004",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT109002"}

@inproceedings{bb112682,
        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#TT109003"}

@inproceedings{bb112683,
        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#TT109004"}

@inproceedings{bb112684,
        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#TT109005"}

@article{bb112685,
        AUTHOR = "Fortuna, J. and Capson, D.W.",
        TITLE = "Improved support vector classification using PCA and ICA feature space
modification",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1117-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT109006"}

@inproceedings{bb112686,
        AUTHOR = "Fortuna, J. and Capson, D.W.",
        TITLE = "ICA filters for lighting invariant face recognition",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 334-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT109007"}

@inproceedings{bb112687,
        AUTHOR = "Wu, Q.A. and Liu, Z. and Xiong, Z.X. and Wang, Y. and Chen, T. and Castleman, K.R.",
        TITLE = "On optimal subspaces for appearance-based object recognition",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "III: 885-888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT109008"}

@inproceedings{bb112688,
        AUTHOR = "Pedersen, F. and Andersson, L. and Bengtsson, E.",
        TITLE = "Investigating Preprocessing of Multivariate Images in Combination with
Principal Component Analysis",
        BOOKTITLE = SCIA97,
        YEAR = "1997",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match583.html#TT109009"}

@article{bb112689,
        AUTHOR = "Ohba, K. and Ikeuchi, K.",
        TITLE = "Detectability, Uniqueness, and Reliability of Eigen Windows for
Stable Verification of Partially Occluded Objects",
        JOURNAL = PAMI,
        VOLUME = "19",
        YEAR = "1997",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1043-1047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109010"}

@inproceedings{bb112690,
        AUTHOR = "Ohba, K. and Ikeuchi, K.",
        TITLE = "Recognition of the Multi Specularity Objects Using the Eigen-Window",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "I: 692-696",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109011"}

@inproceedings{bb112691,
        AUTHOR = "Ikeuchi, K. and Ohba, K.",
        TITLE = "Recognition of the Multi Specularity Objects Using the Eigen-Window",
        BOOKTITLE = CMU-CS-TR,
        YEAR = "1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109011"}

@article{bb112692,
        AUTHOR = "Ohba, K. and Sato, Y. and Ikeuchi, K.",
        TITLE = "Appearance-Based Visual Learning and Object Recognition with
Illumination Invariance",
        JOURNAL = MVA,
        VOLUME = "12",
        YEAR = "2000",
        NUMBER = "4",
        PAGES = "189-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109012"}

@inproceedings{bb112693,
        AUTHOR = "Ohba, K. and Sato, Y. and Ikeuchi, K.",
        TITLE = "Appearance Based Object Recognition with Illumination Invariance",
        BOOKTITLE = DARPA97,
        YEAR = "1997",
        PAGES = "1229-1236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109013"}

@article{bb112694,
        AUTHOR = "Selinger, A. and Nelson, R.C.",
        TITLE = "A Perceptual Grouping Hierarchy for Appearance-Based 3D Object
Recognition",
        JOURNAL = CVIU,
        VOLUME = "76",
        YEAR = "1999",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "83-92",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109014"}

@inproceedings{bb112695,
        AUTHOR = "Nelson, R.C. and Selinger, A.",
        TITLE = "Perceptual Grouping Hierarchy for 3D Object Recognition and
Representation",
        BOOKTITLE = DARPA98,
        YEAR = "1998",
        PAGES = "157-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109015"}

@inproceedings{bb112696,
        AUTHOR = "Selinger, A. and Nelson, R.C.",
        TITLE = "Minimally Supervised Acquisition of 3D Recognition Models from
Cluttered Images",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:213-220",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109016"}

@inproceedings{bb112697,
        AUTHOR = "Selinger, A. and Nelson, R.C.",
        TITLE = "Appearance-Based Object Recognition Using Multiple Views",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:905-911",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109017"}

@inproceedings{bb112698,
        AUTHOR = "Selinger, A. and Nelson, R.C.",
        TITLE = "Improving Appearance-based Object Recognition in Cluttered Backgrounds",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol I: 46-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109018"}

@inproceedings{bb112699,
        AUTHOR = "Nelson, R.C. and Selinger, A.",
        TITLE = "Learning 3D Recognition Models for General Objects from Unlabeled Imagery:
An Experiment in Intelligent Brute Force",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol I: 1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match584.html#TT109019"}

Last update: