Hidden Bibliographic Details
Other authors / contributors: | Chellappa, Rama.
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ISBN: | 9781461463818 (electronic bk.) 1461463815 (electronic bk.) 9781461463801
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Notes: | Includes bibliographical references. Description based on print version record.
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Summary: | 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.
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Other form: | Print version: Patel, Vishal M. Sparse Representations and Compressive Sensing for Imaging and Vision Dordrecht : Springer, c2013 9781461463801
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