Sparse Representations and Compressive Sensing for Imaging and Vision

by Rama Chellappa and Vishal M. Patel

Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged as a powerful tool for efficiently processing data...

• Format: Paperback
• Language: English
• ISBN: 1461463807
• ISBN13: 9781461463801
• Release Date: February 2013
• Publisher: Springer
• Length: 102 Pages
• Weight: 0.41 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"