Robust kernel discriminant analysis and its application to feature extraction and recognition

Keywords

Kernel Fisher discriminant analysis, Dimensionality reduction, Subspace topology, Pattern recognition (psychology), Linear discriminant analysis

References

• Learning with Kernels: support vector machines, regularization, optimization, and beyondBernhard Schölkopf, Alexander J. Smola — 2001
• Face recognition based on the uncorrelated discriminant transformationZhong Jin, Jing-Yu Yang, Zhong-Shan Hu — 2001
• LDA/QR: an efficient and effective dimension reduction algorithm and its theoretical foundationJieping Ye, Qi Li — 2004
• An optimization criterion for generalized discriminant analysis on undersampled problemsJieping Ye, Ravi Janardan, C.H. Park — 2004
• An efficient and effective method to solve kernel Fisher discriminant analysisZhizheng Liang, Pengfei Shi — 2004
• Generalized Discriminant Analysis Using a Kernel ApproachG. Baudat, F. Anouar — 2000
• Uncorrelated discriminant vectors using a kernel methodZhizheng Liang, Pengfei Shi — 2005
• UCI Repository of machine learning databasesCatherine Blake — 1998
• Laplacian Eigenmaps for Dimensionality Reduction and Data RepresentationMikhail Belkin, Partha Niyogi — 2003
• Nonlinear Component Analysis as a Kernel Eigenvalue ProblemBernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller — 1998
• Generalizing discriminant analysis using the generalized singular value decompositionPeg Howland, H. Park — 2004
• Robust linear dimensionality reductionYehuda Koren, Liran Carmel — 2004

Cited by

• Geometric margin domain description with instance-specific marginsAdam Gripton — 2011
• Etude et modélisation du comportement des gouttelettes de produits phytosanitaires sur les feuilles de vignes par imagerie ultra-rapide et analyse de textureThomas Decourselle — 2013
• Multiple kernels for generalised discriminant analysisZhizheng Liang, Youfu Li — 2010
• Plant leaf roughness analysis by texture classification with generalized Fourier descriptors in a dimensionality reduction contextLudovic Journaux, Jean–Claude Simon, Marie-France Destain — 2011
• Multiple-Camera-Based Gesture Recognition by MDA MethodCheng-Yueh Tsai, Yung-Hui Lee — 2008
• Bilinear Analysis for Kernel Selection and Nonlinear Feature ExtractionShu Yang, Shuicheng Yan, Chao Zhang — 2007
• Classification de textures par Descripteurs Généralisés de Fourier dans différents contextes de réduction de dimensionL. Journaux, Johel Miteran, F. Cointault — 2009
• Noise Robustness of a Texture Classification Protocol for Natural Leaf Roughness CharacterisationThomas Decourselle, Jean–Claude Simon, Ludovic Journaux — 2012
• A New Fuzzy Discri m inant Analysis MethodHoria F. Pop, C. Sârbu — 2013
• A New Fuzzy Discriminant Analysis Method Horia F. PopM. Kog, C. Sârbu — 2013

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