Sparse Representations and Compressive Sensing for Imaging and Vision Paperback / softback
by Vishal M. Patel, Rama Chellappa
Part of the SpringerBriefs in Electrical and Computer Engineering series
Paperback / softback
Description
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 in non-traditional ways. In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing and illustrate the role of these theories in classical vision, imaging and biometrics problems.
Information
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Item not Available
- Format:Paperback / softback
- Pages:102 pages, 8 Tables, black and white; 41 Illustrations, black and white; X, 102 p. 41 illus.
- Publisher:Springer-Verlag New York Inc.
- Publication Date:08/02/2013
- Category:
- ISBN:9781461463801
Other Formats
- PDF from £46.74
Information
-
Item not Available
- Format:Paperback / softback
- Pages:102 pages, 8 Tables, black and white; 41 Illustrations, black and white; X, 102 p. 41 illus.
- Publisher:Springer-Verlag New York Inc.
- Publication Date:08/02/2013
- Category:
- ISBN:9781461463801
