Sparse representation, modeling and learning in visual recognition : theory, algorithms and applications /: theory, algorithms and applications. ([2015])

• Record Type: Book
• Further Information: Note: Hong Cheng.
• Authors: Cheng, Hong
• Contents: 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.
• Publisher Details: London : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource
• Subjects: 006.4/2; Computer science; Computer vision; Visual perception; Image processing; Signal processing -- Digital techniques -- Mathematics; Optical pattern recognition; Artificial intelligence; COMPUTERS -- General; Computer vision; Image processing; Signal processing -- Digital techniques -- Mathematics; Visual perception; Computers -- Computer Graphics; Computers -- Intelligence (AI) & Semantics; Image processing; Artificial intelligence; Computers -- Computer Vision & Pattern Recognition; Pattern recognition; Computer Science; Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Electronic books
• Languages: English
• ISBNs: 9781447167143; 1447167147; 1447167139; 9781447167136
• Related ISBNs: 9781447167136
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed May 28, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.