Download EBOOK Block-Based Compressed Sensing of Images and Video PDF for free


Download EBOOK Block-Based Compressed Sensing of Images and Video PDF for free Category: Computing
The author of the book: James E. Fowler
Format files: PDF, EPUB, TXT, DOCX
The size of the: 37.97 MB
Language: English
ISBN-13: 9781601985200
Edition: Now Publishers Inc
Date of issue: 30 January 2012

Description of the book "Block-Based Compressed Sensing of Images and Video":

Block-Based Compressed Sensing of Images and Video overviews the emerging concept of compressed sensing (CS) with a particular focus on recent proposals for its use with a variety of imaging media, including still images, motion video, as well as multiview images and video. Throughout, it considers a variety of CS reconstruction techniques proposed in recent literature and examines relative performance of several prominent reconstruction algorithms for each of the various imagery formats. Particular emphasis is placed on block-based measurement and reconstruction which has the advantages of significantly reduced memory and computation with respect to other approaches relying on full-frame PDF CS measurement operators. Block-Based Compressed Sensing of Images and Video employs extensive experimental comparisons to evaluate various prominent reconstruction algorithms for still-image, motion-video, and multiview scenarios in terms of both reconstruction quality as well as computational complexity. It is not intended to serve as an in-depth tutorial on the theory or mathematics of compressed sensing. The coverage of CS theory is brief, while the specifics of the application of block-based compressed sensing (BCS) to natural imagery consume the bulk of the discussion.

Download EBOOK Block-Based Compressed Sensing of Images and Video PDF for free


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James E. Fowler

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Download EBOOK Block-Based Compressed Sensing of Images and Video PDF for free



Download EBOOK Block-Based Compressed Sensing of Images and Video for free

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