Sparse representation, modeling and learning in visual recognition :
Cheng, Hong,
Sparse representation, modeling and learning in visual recognition : theory, algorithms and applications / Hong Cheng. - xiv, 257 páginas : 73 ilustraciones - Advances in Computer Vision and Pattern Recognition, 2191-6586 .
Springer eBooks
Part I: Introduction and Fundamentals -- Introduction -- The Fundamentals of Compressed Sensing -- Part II: Sparse Representation, Modeling and Learning -- Sparse Recovery Approaches -- Robust Sparse Representation, Modeling and Learning -- Efficient Sparse Representation and Modeling -- Part III: Visual Recognition Applications -- Feature Representation and Learning -- Sparsity Induced Similarity -- Sparse Representation and Learning Based Classifiers -- Part IV: Advanced Topics -- Beyond Sparsity -- Appendix A: Mathematics -- Appendix B: Computer Programming Resources for Sparse Recovery Approaches -- Appendix C: The source Code of Sparsity Induced Similarity -- Appendix D: Derivations.
9781447167143
Q337.5
Sparse representation, modeling and learning in visual recognition : theory, algorithms and applications / Hong Cheng. - xiv, 257 páginas : 73 ilustraciones - Advances in Computer Vision and Pattern Recognition, 2191-6586 .
Springer eBooks
Part I: Introduction and Fundamentals -- Introduction -- The Fundamentals of Compressed Sensing -- Part II: Sparse Representation, Modeling and Learning -- Sparse Recovery Approaches -- Robust Sparse Representation, Modeling and Learning -- Efficient Sparse Representation and Modeling -- Part III: Visual Recognition Applications -- Feature Representation and Learning -- Sparsity Induced Similarity -- Sparse Representation and Learning Based Classifiers -- Part IV: Advanced Topics -- Beyond Sparsity -- Appendix A: Mathematics -- Appendix B: Computer Programming Resources for Sparse Recovery Approaches -- Appendix C: The source Code of Sparsity Induced Similarity -- Appendix D: Derivations.
9781447167143
Q337.5