Pattern Recognition Programming

Compressed Sensing with Side Information on the Feasible - download pdf or read online

By Mohammad Rostami

ISBN-10: 3319003658

ISBN-13: 9783319003658

This e-book discusses compressive sensing within the presence of facet details. Compressive sensing is an rising procedure for successfully buying and reconstructing a sign. attention-grabbing situations of Compressive Sensing (CS) can ensue while, except sparsity, part details is out there in regards to the resource signs. The part details might be concerning the resource constitution, distribution, and so forth. Such situations will be seen as extensions of the classical CS. In these instances we're attracted to incorporating the facet details to both increase the standard of the resource reconstruction or reduce the variety of samples required for exact reconstruction. during this publication we suppose availability of aspect information regarding the possible zone. the most functions investigated are photograph deblurring for optical imaging, 3D floor reconstruction, and reconstructing spatiotemporally correlated assets. the writer indicates that the aspect details can be utilized to enhance the standard of the reconstruction in comparison to the vintage compressive sensing. The ebook can be of curiosity to all researchers engaged on compressive sensing, inverse difficulties, and photo processing.

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Compressed Sensing with Side Information on the Feasible by Mohammad Rostami PDF

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Compressed Sensing with Side Information on the Feasible Region (SpringerBriefs in Electrical and Computer Engineering) by Mohammad Rostami


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