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Sparse Representations and Compressive Sensing for Imaging and Vision

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

£35.99
Printed to order. Despatched in 2-3 weeks.
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Synopsis

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.

Computing & ITComputer scienceImage processingTechnicalOther technologies & applied sciencesApplied opticsImaging systems & technology Publisher: Springer-Verlag New York Inc. Publication Date: 08/02/2013 ISBN-13: 9781461463801  Details: Type: Paperback Format: Books
Availability: Printed to order. Despatched in 2-3 weeks.  

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