Vishal M. Patel & Rama Chellappa 
Sparse Representations and Compressive Sensing for Imaging and Vision [PDF ebook] 

Stöd

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.

€64.19
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Innehållsförteckning

Introduction.- Compressive Sensing.- Compressive Acquisition.- Compressive Sensing for Vision.- Sparse Representation-based Object Recognition.- Dictionary Learning.- Concluding Remarks.

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Språk Engelska ● Formatera PDF ● Sidor 102 ● ISBN 9781461463818 ● Filstorlek 3.9 MB ● Utgivare Springer New York ● Stad NY ● Land US ● Publicerad 2013 ● Nedladdningsbara 24 månader ● Valuta EUR ● ID 2648670 ● Kopieringsskydd Social DRM

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