Low-Rank and Sparse Modeling for Visual Analysis

by Yun Fu

Book Overview

This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data. The book includes chapters covering multiple emerging topics in this new field. It links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, Computer Vision, Big Data, and Human-Computer Interaction...

• Format: Paperback
• Language: English
• ISBN: 3319355678
• ISBN13: 9783319355672
• Release Date: October 2016
• Publisher: Springer
• Length: 236 Pages
• Weight: 0.77 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"