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[SpringerBriefs in Electrical and Computer Engineering] Sparse Representations and Compressive Sensing for Imaging and Vision || Compressive Acquisition

โœ Scribed by Patel, Vishal M.; Chellappa, Rama


Book ID
120070778
Publisher
Springer New York
Year
2013
Tongue
English
Weight
923 KB
Edition
2013
Category
Article
ISBN
1461463815

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โœฆ 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.ย  These measurements are usually much smaller than the number of samples that define the signal.ย  From these small numbers of measurements, the signal is then reconstructed by non-linear procedure.ย  Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways.ย  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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