Sparse Representations and Compressive Sensing for Imaging and Vision (BOK)

Vishal M. Patel, Dr. Rama Chellappa

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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.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2013 Forfatter Dr. Rama Chellappa, Vishal M. Patel
Forlag
Springer
ISBN 9781461463801
Antall sider 105 Dimensjoner 15,6cm x 23,4cm x 0,6cm
Vekt 183 gram Leverandør Bertram Trading Ltd
Emner og form Imaging systems & technology, Image processing