Sparse representations and compressive sensing for imaging...

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Sparse representations and compressive...

Sparse representations and compressive sensing for imaging and vision

Name: Sparse representations and compressive sensing for imaging and vision
ISBN: 9781461463818

Vishal M. Patel, Rama Chellappa (auth.)

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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.

Kategori:

Computers - Computer Science

Tahun:

2013

Edisi:

Penerbit:

Springer-Verlag New York

Bahasa:

english

Halaman:

102

ISBN 10: