Download E-books Sparse Representations and Compressive Sensing for Imaging and Vision (SpringerBriefs in Electrical and Computer Engineering) PDF

By Vishal M. Patel

Compressed sensing or compressive sensing is a brand new notion in sign processing the place one measures a small variety of non-adaptive linear mixtures of the sign. those measurements tend to be a lot smaller than the variety of samples that outline the sign. From those small numbers of measurements, the sign is then reconstructed via non-linear technique. Compressed sensing has lately emerged as a strong instrument for successfully processing information in non-traditional methods. during this booklet, we spotlight a number of the key mathematical insights underlying sparse illustration and compressed sensing and illustrate the position of those theories in classical imaginative and prescient, imaging and biometrics difficulties.

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