Sparse Representations and Compressive Sensing for Imaging and

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Sparse Representations and Compressive Sensing for Imaging and Vision (SpringerBriefs in Electrical and Computer Engineering)

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.

Country	USA
Binding	Paperback
Brand	Brand: Springer
EAN	9781461463801
Edition	2013
Feature	Used Book in Good Condition
ISBN	1461463807
IsEligibleForTradeIn	1
Label	Springer
Manufacturer	Springer
MPN	41 black & white illustrations, 8 black
NumberOfItems	1
NumberOfPages	102
PartNumber	41 black & white illustrations, 8 black
PublicationDate	2013-02-08
Publisher	Springer
ReleaseDate	2013-02-08
Studio	Springer

Sparse Representations and Compressive Sensing for Imaging and Vision (SpringerBriefs in Electrical and Computer Engineering)