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

by Hong Cheng

Book Overview

This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. The book examines both the theoretical foundations and details of algorithm implementation, highlighting the practical application of compressed sensing research in visual recognition and computer vision. Topics and features: describes sparse recovery approaches, robust and efficient sparse representation, and large-scale...

• Format: Paperback
• Language: English
• ISBN: 1447172515
• ISBN13: 9781447172512
• Release Date: October 2016
• Publisher: Springer
• Length: 257 Pages
• Weight: 0.85 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"