Feature Selection in Face Recognition: A Sparse Representation Perspective

Keywords

Pattern recognition (psychology), Sparse approximation, Facial recognition system, Artificial intelligence, Linear subspace

References

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• For most large underdetermined systems of equations, the minimal 𝓁1‐norm near‐solution approximates the sparsest near‐solutionDavid L. Donoho — 2006
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Cited by

• A Sparse Coding Based Similarity MeasureSebastian Klenk, Gunther Heidemann — 2009
• Methods to reduce perturbation effects in compressive samplingDaniel H. Chae — 2014
• FACE RECOGNITION BASED ON CUCKOO SEARCH ALGORITHMVipinkumar Tiwari — 2012
• Noise robust digit recognition using sparse representationsJort F. Gemmeke, Bert Cranen — 2008
• Compressive classification for face recognitionAngshul Majumdar — 2009
• Frontal face recognition from video via rank-aware multiple measurement vector recoveryAngshul Majumdar — 2015
• Randomized LU decomposition: An Algorithm for Dictionaries ConstructionAviv Rotbart, Gil Shabat, Yaniv Shmueli — 2015
• Volumetric Data Reduction in a Compressed Sensing FrameworkX. George Xu, Elham Sakhaee, Alireza Entezari — 2014
• Generalized Non-linear Sparse ClassifierAboulnasr, Tyseer, Majumdar, Angshul, Ward, Rabab — 2013
• Face recognition robust to occlusionsRui Min — 2013
• Gradient-based Laplacian Feature SelectionBo Wang, Anna Goldenberg — 2014
• Context-Aware Multi-instance Learning Based on Hierarchical Sparse RepresentationBing Li, Weihua Xiong, Weiming Hu — 2011
• A twice face recognition algorithmZhendong Wu, Zipeng Yu, Jie Yuan — 2014
• Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization for Block-sparse Compressive SensingShuang Li, Qiuwei Li, Gang Li — 2013
• A sparse representation-based classifier for in-set bird phrase verification and classification with limited training dataLee Ngee Tan, George Kossan, Martin L. Cody — 2013
• Adaptive Wallis Filter via Sparse Recognition for Automatic Control Points ExtractionLeilei Geng, Deshen Xia, Quansen Sun — 2014
• Class-Discriminative Kernel Sparse Representation-Based Classification Using Multi-Objective OptimizationMeng Jian, Cheolkon Jung — 2013
• Direct extraction and fusion of image pixel features for face identity verificationBeom‐Seok Oh, Kar‐Ann Toh, Andrew Beng Jin Teoh — 2010
• Towards 3D Face Recognition in the Real: A Registration-Free Approach Using Fine-Grained Matching of 3D Keypoint DescriptorsHuibin Li, Di Huang, Jean‐Marie Morvan — 2014
• Automatic stellar spectral classification via sparse representations and dictionary learningR. Díaz Hernández, Hayde Peregrina‐Barreto, Leopoldo Altamirano-Robles — 2014

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• Robust Face Recognition via Sparse RepresentationJohn Wright, A. Yang, Arvind Ganesh — 2009
• Compressed sensingDavid L. Donoho — 2006
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• Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear ProjectionPeter N. Belhumeur, João P. Hespanha, David Kriegman — 1996
• For most large underdetermined systems of linear equations the minimal 𝓁1‐norm solution is also the sparsest solutionDavid L. Donoho — 2006
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