Sparse Representations and Compressive Sensing for Imaging and Vision (e-bok)
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Språk
Engelska
Utgivningsdatum
2013-02-11
Förlag
Springer New York
ISBN
9781461463818

Sparse Representations and Compressive Sensing for Imaging and Vision E-bok

av Vishal M Patel, Rama Chellappa
E-bok (PDF, LCP),  Engelska, 2013-02-11
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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.
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Vishal M Patel, Rama Chellappa

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