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Sparse Representations and Compressive Sensing for Imaging and Vision

Language EnglishEnglish
Book Paperback
Book Sparse Representations and Compressive Sensing for Imaging and Vision Vishal M Patel
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
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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.

About the book

Full name Sparse Representations and Compressive Sensing for Imaging and Vision
Author Vishal M Patel
Language English
Binding Book - Paperback
Date of issue 2013
Number of pages 102
EAN 9781461463801
ISBN 1461463807
Libristo code 01255580
Publishers Springer-Verlag New York Inc.
Weight 1825
Dimensions 155 x 235 x 7

Categories

Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering
Computing & Information Technology > Computer science > Signal processing
Computing & Information Technology > Computer science > Image processing
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