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Sparse Representations and Compressive Sensing for Imaging and Vision

Name: Sparse Representations and Compressive Sensing for Imaging and Vision
Brand: Springer-Verlag New York Inc.
SKU: 01255580
Price: 64.49 EUR
Availability: InStock
Author: Vishal M Patel
ISBN: 9781461463801

Vishal M Patel

Language

English

Book Paperback

Libristo code: 01255580

Publishers Springer-Verlag New York Inc., February 2013

Compressed sensing or compressive sensing is a new concept in signal processing where one measures a... Full description

Libristo code: 01255580

158 b

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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.