Sparse Representation, Modeling and Learning in Visual Recognition: Theory, Algorithms and Applications - Couverture souple

Cheng, Hong

Couverture souple

ISBN 10 : 1447167155 ISBN 13 : 9781447167150

Editeur : Springer, 2015

Synopsis

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

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2015
• Langue: anglais
• ISBN 10: 1447167155
• ISBN 13: 9781447167150
• Reliure: Paperback
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible