Sparse Coding and Its Applications in Computer Vision

by Jianchao Yang, Thomas S Huang, Zhaowen Wang, et al.

This book provides a broader introduction to the theories and applications of sparse coding techniques in computer vision research. It introduces sparse coding in the context of representation learning, illustrates the fundamental concepts, and summarizes the most active research directions. A variety of applications of sparse coding are discussed, ranging from low-level image processing tasks such as super-resolution and de-blurring to high-level...

• Format: Hardcover
• Language: English
• ISBN: 9814725048
• ISBN13: 9789814725040
• Release Date: December 2015
• Publisher: World Scientific Publishing Company
• Length: 240 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.6" x 6.3" x 9.2"