@article{bb123100, AUTHOR = "Zhou, J.D. and Wang, X.D. and Song, H.", TITLE = "Research on the unbiased probability estimation of error-correcting output coding", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "7", MONTH = "July", PAGES = "1552-1565", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119191"} @article{bb123101, AUTHOR = "Zhong, G.Q. and Liu, C.L.", TITLE = "Error-correcting output codes based ensemble feature extraction", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "4", MONTH = "April", PAGES = "1091-1100", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119192"} @article{bb123102, AUTHOR = "Bagheri, M.A. and Montazer, G.A. and Kabir, E.", TITLE = "A subspace approach to error correcting output codes", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "2", MONTH = "January", PAGES = "176-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119193"} @article{bb123103, AUTHOR = "Bagheri, M.A. and Gao, Q.G. and Escalera, S.", TITLE = "A genetic-based subspace analysis method for improving Error-Correcting Output Coding", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "10", MONTH = "October", PAGES = "2830-2839", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119194"} @article{bb123104, AUTHOR = "Bautista, M.A. and Escalera, S. and Baro, X. and Pujol, O.", TITLE = "On the design of an ECOC-Compliant Genetic Algorithm", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "2", PAGES = "865-884", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119195"} @article{bb123105, AUTHOR = "Ciompi, F. and Pujol, O. and Radeva, P.", TITLE = "ECOC-DRF: Discriminative random fields based on error correcting output codes", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "6", PAGES = "2193-2204", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119196"} @article{bb123106, AUTHOR = "Zhou, J.D. and Wang, X.D. and Zhou, H.J. and Zhang, J.M. and Jia, N.", TITLE = "Decoding design based on posterior probabilities in Ternary Error-Correcting Output Codes", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "4", PAGES = "1802-1818", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119197"} @article{bb123107, AUTHOR = "Eghbali, N. and Montazer, G.A.", TITLE = "Improving multiclass classification using neighborhood search in error correcting output codes", JOURNAL = PRL, VOLUME = "100", YEAR = "2017", NUMBER = "1", PAGES = "74-82", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119198"} @article{bb123108, AUTHOR = "Rodriguez, P. and Bautista, M.A. and Gonzalez, J. and Escalera, S.", TITLE = "Beyond one-hot encoding: Lower dimensional target embedding", JOURNAL = IVC, VOLUME = "75", YEAR = "2018", PAGES = "21-31", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119199"} @article{bb123109, AUTHOR = "Yi Fan, L. and Chang, L. and Han Rui, W. and Kun Hong, L. and Jun Feng, Y. and Ying Ying, S. and Gui Ming, D. and Okina, Y.", TITLE = "A novel error-correcting output codes based on genetic programming and ternary digit operators", JOURNAL = PR, VOLUME = "110", YEAR = "2021", PAGES = "107642", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119200"} @article{bb123110, AUTHOR = "Liu, K.H. and Gao, J. and Xu, Y. and Feng, K.J. and Ye, X.N. and Liong, S.T. and Chen, L.Y.", TITLE = "A novel soft-coded error-correcting output codes algorithm", JOURNAL = PR, VOLUME = "134", YEAR = "2023", PAGES = "109122", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119201"} @article{bb123111, AUTHOR = "Lin, G.Y. and Gao, J. and Zeng, N. and Xu, Y. and Liu, K. and Wang, B. and Yao, J.F. and Wu, Q.Q.", TITLE = "A self-adaptive soft-recoding strategy for performance improvement of error-correcting output codes", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109813", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119202"} @article{bb123112, AUTHOR = "Xie, S.T. and He, Z.B. and Pan, L.F. and Liu, K.H. and Su, S.", TITLE = "An adaptive error-correcting output codes algorithm based on gene expression programming and similarity measurement matrix", JOURNAL = PR, VOLUME = "145", YEAR = "2024", PAGES = "109957", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119203"} @inproceedings{bb123113, AUTHOR = "Eto, K. and Koutaki, G. and Shirai, K.", TITLE = "Hadamard Coded Discrete Cross Modal Hashing", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "2007-2011", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119204"} @inproceedings{bb123114, AUTHOR = "Zor, C. and Yanikoglu, B.A. and Merdivan, E. and Windeatt, T. and Kittler, J.V. and Alpaydin, E.", TITLE = "BeamECOC: A local search for the optimization of the ECOC matrix", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "198-203", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119205"} @inproceedings{bb123115, AUTHOR = "Yan, Z. and Yang, Y.", TITLE = "Application of ECOC SVMS in Remote Sensing Image Classification", BOOKTITLE = Geospatial14, YEAR = "2014", PAGES = "191-196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119206"} @inproceedings{bb123116, AUTHOR = "d'Ambrosio, R. and Iannello, G.", TITLE = "Softmax Regression for ECOC Reconstruction", BOOKTITLE = CIAP13, YEAR = "2013", PAGES = "I:682-691", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119207"} @inproceedings{bb123117, AUTHOR = "Chang, F.J. and Lin, Y.Y. and Weng, M.F.", TITLE = "Cross-Database Transfer Learning via Learnable and Discriminant Error-Correcting Output Codes", BOOKTITLE = ACCV12, YEAR = "2012", PAGES = "I:16-30", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119208"} @inproceedings{bb123118, AUTHOR = "Bautista, M.A. and Escalera, S. and Baro, X. and Pujol, O.", TITLE = "A Genetic Inspired Optimization for ECOC", BOOKTITLE = SSSPR12, YEAR = "2012", PAGES = "743-751", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119209"} @inproceedings{bb123119, AUTHOR = "Deng, H.Q. and Stathopoulos, G. and Suen, C.Y.", TITLE = "Applying Error-Correcting Output Coding to Enhance Convolutional Neural Network for Target Detection and Pattern Recognition", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "4291-4294", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119210"} @inproceedings{bb123120, AUTHOR = "Deng, H.Q. and Stathopoulos, G. and Suen, C.Y.", TITLE = "Error-Correcting Output Coding for the Convolutional Neural Network for Optical Character Recognition", BOOKTITLE = ICDAR09, YEAR = "2009", PAGES = "581-585", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119211"} @inproceedings{bb123121, AUTHOR = "Arvanitopoulos, N. and Bouzas, D. and Tefas, A.", TITLE = "Subclass Error Correcting Output Codes Using Fisher's Linear Discriminant Ratio", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2953-2956", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119212"} @inproceedings{bb123122, AUTHOR = "Hauger, S. and Windeatt, T.", TITLE = "ECOC and boosting with multi-layer perceptrons", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "III: 458-461", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119213"} @inproceedings{bb123123, AUTHOR = "Ghaderi, R. and Windeatt, T.", TITLE = "Circular ECOC: a Theoretical and Experimental Analysis", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 203-206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601ec1.html#TT119214"} @article{bb123124, AUTHOR = "Odell, P.L.", TITLE = "A model for dimension reduction in pattern recognition using continuous data", JOURNAL = PR, VOLUME = "11", YEAR = "1979", NUMBER = "1", PAGES = "51-54", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119215"} @article{bb123125, AUTHOR = "El Sheikh, T.S. and Wacker, A.G.", TITLE = "Effect of dimensionality and estimation on the performance of gaussian classifiers", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "3", PAGES = "115-126", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119216"} @article{bb123126, AUTHOR = "Kakusho, O. and Mizoguchi, R.", TITLE = "A new algorithm for non-linear mapping with applications to dimension and cluster analyses", JOURNAL = PR, VOLUME = "16", YEAR = "1983", NUMBER = "1", PAGES = "109-117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119217"} @article{bb123127, AUTHOR = "Saund, E.", TITLE = "Dimensionality-reduction using connectionist networks", JOURNAL = PAMI, VOLUME = "11", YEAR = "1989", NUMBER = "3", MONTH = "March", PAGES = "304-314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119218"} @article{bb123128, AUTHOR = "Buturovic, L.J.", TITLE = "Toward Bayes-optimal linear dimension reduction", JOURNAL = PAMI, VOLUME = "16", YEAR = "1994", NUMBER = "4", MONTH = "April", PAGES = "420-424", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119219"} @inproceedings{bb123129, AUTHOR = "Buturovic, L.J.", TITLE = "Near-optimal algorithm for dimension reduction", BOOKTITLE = ICPR92, YEAR = "1992", PAGES = "II:401-404", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119220"} @inproceedings{bb123130, AUTHOR = "Heylen, R. and Scheunders, P.", TITLE = "Nonlinear barycentric dimensionality reduction", BOOKTITLE = ICIP10, YEAR = "2010", PAGES = "1341-1344", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119221"} @article{bb123131, AUTHOR = "Seung, H.S. and Lee, D.D.", TITLE = "The manifold ways of perception", JOURNAL = Science, VOLUME = "290", YEAR = "2000", NUMBER = "5500", MONTH = "December", PAGES = "2268-2269", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119222"} @article{bb123132, AUTHOR = "Lotlikar, R. and Kothari, R.", TITLE = "Adaptive linear dimensionality reduction for classification", JOURNAL = PR, VOLUME = "33", YEAR = "2000", NUMBER = "2", MONTH = "February", PAGES = "185-194", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119223"} @article{bb123133, AUTHOR = "Lotlikar, R. and Kothari, R.", TITLE = "Fractional-Step Dimensionality Reduction", JOURNAL = PAMI, VOLUME = "22", YEAR = "2000", NUMBER = "6", MONTH = "June", PAGES = "623-627", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119224"} @article{bb123134, AUTHOR = "Tenenbaum, J.B. and de Silva, V. and Langford, J.C.", TITLE = "A Global Geometric Framework for Nonlinear Dimensionality Reduction", JOURNAL = Science, VOLUME = "290", YEAR = "2000", NUMBER = "5500", MONTH = "December", PAGES = "2319-2323", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119225"} @article{bb123135, AUTHOR = "Wang, X.C. and Paliwal, K.K.", TITLE = "Feature extraction and dimensionality reduction algorithms and their applications in vowel recognition", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "10", MONTH = "October", PAGES = "2429-2439", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119226"} @article{bb123136, AUTHOR = "Sharma, A. and Paliwal, K.K.", TITLE = "A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "6", MONTH = "June", PAGES = "2205-2213", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119227"} @article{bb123137, AUTHOR = "Rangarajan, L. and Nagabhushan, P.", TITLE = "Dimensionality reduction of multidimensional temporal data through regression", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "8", MONTH = "June", PAGES = "899-910", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119228"} @article{bb123138, AUTHOR = "Bell, I.E. and Baranoski, G.V.G.", TITLE = "Reducing the dimensionality of plant spectral databases", JOURNAL = GeoRS, VOLUME = "42", YEAR = "2004", NUMBER = "3", MONTH = "March", PAGES = "570-576", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119229"} @article{bb123139, AUTHOR = "Rangarajan, L. and Nagabhushan, P.", TITLE = "Content driven dimensionality reduction at block level in the design of an efficient classifier for spatial multi spectral images", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "16", MONTH = "December", PAGES = "1833-1844", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119230"} @article{bb123140, AUTHOR = "Sun, Q.S. and Liu, Z.D. and Heng, P.A. and Xia, D.S.", TITLE = "A theorem on the generalized canonical projective vectors", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "449-452", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119231"} @article{bb123141, AUTHOR = "Donoho, D.L. and Grimes, C.", TITLE = "Image Manifolds which are Isometric to Euclidean Space", JOURNAL = JMIV, VOLUME = "23", YEAR = "2005", NUMBER = "1", MONTH = "July", PAGES = "5-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119232"} @article{bb123142, AUTHOR = "Benito, M. and Pena, D.", TITLE = "A fast approach for dimensionality reduction with image data", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "12", MONTH = "December", PAGES = "2400-2408", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119233"} @article{bb123143, AUTHOR = "Zhang, K. and Chan, L.W.", TITLE = "Dimension Reduction as a Deflation Method in ICA", JOURNAL = SPLetters, VOLUME = "13", YEAR = "2006", NUMBER = "1", MONTH = "January", PAGES = "45-48", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119234"} @article{bb123144, AUTHOR = "Hsieh, P.F. and Wang, D.S. and Hsu, C.W.", TITLE = "A Linear Feature Extraction for Multiclass Classification Problems Based on Class Mean and Covariance Discriminant Information", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "2", MONTH = "February", PAGES = "223-235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119235"} @article{bb123145, AUTHOR = "Law, M.H.C. and Jain, A.K.", TITLE = "Incremental Nonlinear Dimensionality Reduction by Manifold Learning", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "3", MONTH = "March", PAGES = "377-391", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119236"} @article{bb123146, AUTHOR = "Hu, Q.H. and Yu, D.R. and Xie, Z.X.", TITLE = "Information-preserving hybrid data reduction based on fuzzy-rough techniques", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "5", MONTH = "April", PAGES = "414-423", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119237"} @article{bb123147, AUTHOR = "Hu, Q.H. and Xie, Z.X. and Yu, D.R.", TITLE = "Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "12", MONTH = "December", PAGES = "3509-3521", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119238"} @article{bb123148, AUTHOR = "Zhao, D.L.", TITLE = "Formulating LLE using alignment technique", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "11", MONTH = "November", PAGES = "2233-2235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119239"} @article{bb123149, AUTHOR = "Lafon, S. and Lee, A.B.", TITLE = "Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameterization", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "9", MONTH = "September", PAGES = "1393-1403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119240"} @article{bb123150, AUTHOR = "Yu, J. and Tian, Q. and Rui, T. and Huang, T.S.", TITLE = "Integrating Discriminant and Descriptive Information for Dimension Reduction and Classification", JOURNAL = CirSysVideo, VOLUME = "17", YEAR = "2007", NUMBER = "3", MONTH = "March", PAGES = "372-377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119241"} @article{bb123151, AUTHOR = "Fu, Y. and Huang, T.S.", TITLE = "Image Classification Using Correlation Tensor Analysis", JOURNAL = IP, VOLUME = "17", YEAR = "2008", NUMBER = "2", MONTH = "February", PAGES = "226-234", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119242"} @article{bb123152, AUTHOR = "Fu, Y. and Yan, S.C. and Huang, T.S.", TITLE = "Correlation Metric for Generalized Feature Extraction", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "12", MONTH = "December", PAGES = "2229-2235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119243"} @article{bb123153, AUTHOR = "Yang, J. and Yan, S.C. and Huang, T.S.", TITLE = "Ubiquitously Supervised Subspace Learning", JOURNAL = IP, VOLUME = "18", YEAR = "2009", NUMBER = "2", MONTH = "February", PAGES = "241-249", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119244"} @inproceedings{bb123154, AUTHOR = "Fu, Y. and Liu, M. and Huang, T.S.", TITLE = "Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere", BOOKTITLE = ComponentAnalysis07, YEAR = "2007", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119245"} @article{bb123155, AUTHOR = "Sanguinetti, G.", TITLE = "Dimensionality Reduction of Clustered Data Sets", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "3", MONTH = "March", PAGES = "535-540", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119246"} @article{bb123156, AUTHOR = "Xue, H. and Chen, S.C. and Zeng, X.Q.", TITLE = "Classifier learning with a new locality regularization method", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "5", MONTH = "May", PAGES = "1496-1507", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119247"} @article{bb123157, AUTHOR = "Guo, Y. and Gao, J.B. and Kwan, P.W.", TITLE = "Twin Kernel Embedding", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "8", MONTH = "August", PAGES = "1490-1495", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119248"} @article{bb123158, AUTHOR = "Rueda, L.G. and Herrera, M.", TITLE = "Linear dimensionality reduction by maximizing the Chernoff distance in the transformed space", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "10", MONTH = "October", PAGES = "3138-3152", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119249"} @inproceedings{bb123159, AUTHOR = "Rueda, L.G. and Herrera, M.", TITLE = "A New Approach to Multi-class Linear Dimensionality Reduction", BOOKTITLE = CIARP06, YEAR = "2006", PAGES = "634-643", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119250"} @inproceedings{bb123160, AUTHOR = "Rueda, L.G. and Herrera, M.", TITLE = "A Theoretical Comparison of Two Linear Dimensionality Reduction Techniques", BOOKTITLE = CIARP06, YEAR = "2006", PAGES = "624-633", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119251"} @article{bb123161, AUTHOR = "Rueda, L.G. and Herrera, M.", TITLE = "A theoretical comparison of two-class Fisher's and heteroscedastic linear dimensionality reduction schemes", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "16", MONTH = "December", PAGES = "2092-2098", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119252"} @article{bb123162, AUTHOR = "Rueda, L.G. and Oommen, B.J. and Henriquez, C.", TITLE = "Multi-class pairwise linear dimensionality reduction using heteroscedastic schemes", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "2456-2465", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119253"} @inproceedings{bb123163, AUTHOR = "Rueda, L.G. and Henriquez, C. and Oommen, B.J.", TITLE = "Chernoff-Based Multi-class Pairwise Linear Dimensionality Reduction", BOOKTITLE = CIARP08, YEAR = "2008", PAGES = "301-308", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119254"} @article{bb123164, AUTHOR = "Shen, C.H. and Li, H.D. and Brooks, M.J.", TITLE = "Supervised dimensionality reduction via sequential semidefinite programming", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "12", MONTH = "December", PAGES = "3644-3652", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119255"} @inproceedings{bb123165, AUTHOR = "Shen, C.H. and Kim, J. and Wang, L.", TITLE = "A scalable dual approach to semidefinite metric learning", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "2601-2608", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119256"} @article{bb123166, AUTHOR = "Scoleri, T. and Chojnacki, W. and Brooks, M.J.", TITLE = "Dimensionality reduction for more stable vision parameter estimation", JOURNAL = IET-CV, VOLUME = "2", YEAR = "2008", NUMBER = "4", MONTH = "December", PAGES = "218-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119257"} @inproceedings{bb123167, AUTHOR = "Scoleri, T.", TITLE = "Post-hoc Correction Techniques for Constrained Parameter Estimation in Computer Vision", BOOKTITLE = DICTA08, YEAR = "2008", PAGES = "412-419", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119258"} @article{bb123168, AUTHOR = "Nie, F.P. and Xiang, S.M. and Song, Y.Q. and Zhang, C.S.", TITLE = "Extracting the optimal dimensionality for local tensor discriminant analysis", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "105-114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119259"} @article{bb123169, AUTHOR = "Hou, C. and Nie, F.P. and Zhang, C.S. and Wu, Y.", TITLE = "Learning an Orthogonal and Smooth Subspace for Image Classification", JOURNAL = SPLetters, VOLUME = "16", YEAR = "2009", NUMBER = "4", MONTH = "April", PAGES = "303-306", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119260"} @article{bb123170, AUTHOR = "Hou, C. and Nie, F.P. and Yi, D. and Wu, Y.", TITLE = "Efficient Image Classification via Multiple Rank Regression", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "340-352", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119261"} @article{bb123171, AUTHOR = "Liu, Y. and Liu, Y. and Chan, K.C.C.", TITLE = "Dimensionality reduction for heterogeneous dataset in rushes editing", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "2", MONTH = "February", PAGES = "229-242", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119262"} @article{bb123172, AUTHOR = "Liu, Y. and Liu, Y. and Chan, K.C.C.", TITLE = "Tensor-based locally maximum margin classifier for image and video classification", JOURNAL = CVIU, VOLUME = "115", YEAR = "2011", NUMBER = "3", MONTH = "March", PAGES = "300-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119263"} @inproceedings{bb123173, AUTHOR = "Liu, Y. and Liu, Y. and Chan, K.C.C.", TITLE = "Multilinear Isometric Embedding for visual pattern analysis", BOOKTITLE = Subspace09, YEAR = "2009", PAGES = "212-218", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119264"} @article{bb123174, AUTHOR = "Xu, D. and Yan, S.C. and Lin, S. and Huang, T.S.", TITLE = "Convergent 2-D Subspace Learning With Null Space Analysis", JOURNAL = CirSysVideo, VOLUME = "18", YEAR = "2008", NUMBER = "12", MONTH = "December", PAGES = "1753-1759", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119265"} @article{bb123175, AUTHOR = "Xu, D. and Yan, S.C. and Lin, S. and Huang, T.S. and Chang, S.F.", TITLE = "Enhancing Bilinear Subspace Learning by Element Rearrangement", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "10", MONTH = "October", PAGES = "1913-1920", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119266"} @inproceedings{bb123176, AUTHOR = "Yan, S.C. and Xu, D. and Lin, S. and Huang, T.S. and Chang, S.F.", TITLE = "Element Rearrangement for Tensor-Based Subspace Learning", BOOKTITLE = CVPR07, YEAR = "2007", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119267"} @article{bb123177, AUTHOR = "Ge, S.Z.S. and He, H.S. and Shen, C.Y.", TITLE = "Geometrically local embedding in manifolds for dimension reduction", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "4", MONTH = "April", PAGES = "1455-1470", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119268"} @article{bb123178, AUTHOR = "Yan, S.C. and Wang, H. and Tu, J. and Tang, X. and Huang, T.S.", TITLE = "Mode-kn Factor Analysis for Image Ensembles", JOURNAL = IP, VOLUME = "18", YEAR = "2009", NUMBER = "3", MONTH = "March", PAGES = "670-676", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119269"} @inproceedings{bb123179, AUTHOR = "Wang, H. and Yan, S.C. and Xu, D. and Tang, X. and Huang, T.S.", TITLE = "Trace Ratio vs. Ratio Trace for Dimensionality Reduction", BOOKTITLE = CVPR07, YEAR = "2007", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119270"} @article{bb123180, AUTHOR = "Renard, N. and Bourennane, S.", TITLE = "Dimensionality Reduction Based on Tensor Modeling for Classification Methods", JOURNAL = GeoRS, VOLUME = "47", YEAR = "2009", NUMBER = "4", MONTH = "April", PAGES = "1123-1131", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119271"} @article{bb123181, AUTHOR = "Li, J. and Hao, P.W.", TITLE = "Finding representative landmarks of data on manifolds", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2335-2352", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119272"} @article{bb123182, AUTHOR = "Gullo, F. and Ponti, G. and Tagarelli, A. and Greco, S.", TITLE = "A time series representation model for accurate and fast similarity detection", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2998-3014", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119273"} @article{bb123183, AUTHOR = "Hu, X.Q. and Yang, Z.X. and Jing, L.", TITLE = "An incremental dimensionality reduction method on discriminant information for pattern classification", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "15", MONTH = "November", PAGES = "1416-1423", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119274"} @article{bb123184, AUTHOR = "Dianat, R. and Kasaei, S.", TITLE = "Dimension Reduction of Optical Remote Sensing Images via Minimum Change Rate Deviation Method", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "1", MONTH = "January", PAGES = "198-206", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119275"} @article{bb123185, AUTHOR = "Hsieh, P.F. and Chou, P.W. and Chung, H.Y.", TITLE = "An MRF-based kernel method for nonlinear feature extraction", JOURNAL = IVC, VOLUME = "28", YEAR = "2010", NUMBER = "3", MONTH = "March", PAGES = "502-517", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119276"} @article{bb123186, AUTHOR = "Liang, Z.Z. and Li, Y.F.", TITLE = "A regularization framework for robust dimensionality reduction with applications to image reconstruction and feature extraction", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "4", MONTH = "April", PAGES = "1269-1281", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119277"} @article{bb123187, AUTHOR = "Chu, D.L. and Thye, G.S.", TITLE = "A new and fast implementation for null space based linear discriminant analysis", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "4", MONTH = "April", PAGES = "1373-1379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119278"} @article{bb123188, AUTHOR = "Czarnowski, I.", TITLE = "Prototype selection algorithms for distributed learning", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "2292-2300", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119279"} @article{bb123189, AUTHOR = "Lin, B.B. and He, X.F. and Zhou, Y. and Liu, L.G. and Lu, K.", TITLE = "Approximately harmonic projection: Theoretical analysis and an algorithm", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3307-3313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119280"} @article{bb123190, AUTHOR = "Qu, H.N. and Li, G.Z. and Xu, W.S.", TITLE = "An asymmetric classifier based on partial least squares", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "10", MONTH = "October", PAGES = "3448-3457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119281"} @article{bb123191, AUTHOR = "Yan, S.C. and Hu, Y.X. and Xu, D. and Zhang, H.J. and Zhang, B.Y. and Cheng, Q.S.", TITLE = "Nonlinear Discriminant Analysis on Embedded Manifold", JOURNAL = CirSysVideo, VOLUME = "17", YEAR = "2007", NUMBER = "4", MONTH = "April", PAGES = "468-477", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119282"} @article{bb123192, AUTHOR = "Lee, J.A. and Verleysen, M.", TITLE = "Scale-independent quality criteria for dimensionality reduction", JOURNAL = PRL, VOLUME = "31", YEAR = "2010", NUMBER = "14", MONTH = "October", PAGES = "2248-2257", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119283"} @article{bb123193, AUTHOR = "Wang, J.Z. and Zhang, B. and Qi, M. and Kong, J.", TITLE = "Linear discriminant projection embedding based on patches alignment", JOURNAL = IVC, VOLUME = "28", YEAR = "2010", NUMBER = "12", MONTH = "December", PAGES = "1624-1636", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119284"} @article{bb123194, AUTHOR = "Kaban, A.", TITLE = "On the distance concentration awareness of certain data reduction techniques", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "2", MONTH = "February", PAGES = "265-277", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119285"} @article{bb123195, AUTHOR = "Zhang, P. and Qiao, H. and Zhang, B.", TITLE = "An improved local tangent space alignment method for manifold learning", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "2", MONTH = "January", PAGES = "181-189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119286"} @article{bb123196, AUTHOR = "Salamo, M. and Lopez Sanchez, M.", TITLE = "Rough set based approaches to feature selection for Case-Based Reasoning classifiers", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "2", MONTH = "January", PAGES = "280-292", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119287"} @article{bb123197, AUTHOR = "Villegas, M. and Paredes, R.", TITLE = "Dimensionality reduction by minimizing nearest-neighbor classification error", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "4", MONTH = "March", PAGES = "633-639", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119288"} @article{bb123198, AUTHOR = "Shang, F.H. and Jiao, L.C. and Shi, J.R. and Chai, J.", TITLE = "Robust Positive semidefinite L-Isomap Ensemble", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "4", MONTH = "March", PAGES = "640-649", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119289"} @article{bb123199, AUTHOR = "Kim, M.Y. and Pavlovic, V.", TITLE = "Central Subspace Dimensionality Reduction Using Covariance Operators", JOURNAL = PAMI, VOLUME = "33", YEAR = "2011", NUMBER = "4", MONTH = "April", PAGES = "657-670", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT119290"}