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Signal Recovery Techniques for Image and Video Compression and Transmission - Aggelos Katsaggelos

Signal Recovery Techniques for Image and Video Compression and Transmission

By: Aggelos Katsaggelos (Editor), Nick Galatsanos (Editor)

Hardcover

Published: 31st October 1998
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Signal Recovery Techniques for Image and Video Compression and Transmission establishes a bridge between the fields of signal recovery and image and video compression. Traditionally these fields have developed separately because the problems they examined were regarded as very different, and the techniques used appear unrelated. Recently, though, there is growing consent among the research community that the two fields are quite closely related. Indeed, in both fields the objective is to reconstruct the best possible signal from limited information.
The field of signal recovery, which is relatively mature, has long been associated with a wealth of powerful mathematical techniques such as Bayesian estimation and the theory of projects onto convex sets (to name just two). This book illustrates for the first time in a complete volume how these techniques can be brought to bear on the very important problems of image and video compression and transmission.
Signal Recovery Techniques for Image and Video Compression and Transmission, which is written by leading practitioners in both fields, is one of the first references that addresses this approach and serves as an excellent information source for both researchers and practicing engineers.

Preface
Removal of Blocking Artifactsusing a Hierarchical Bayesian Approachp. 1
A Stochastic Technique for the Removal of Artifacts in Compressed Images and Videop. 35
Image Recovery from Compressed Video using Multichannel Regularizationp. 69
Subband Codes Image Reconstruction for Lossy Packet Networksp. 99
Video Coding Standards: Error Resilience and Concealmentp. 133
Error-Resilient Standard-Compliant Video Codingp. 175
Error Concealment in Encoded Video Streamsp. 199
Error Concealment for MPEG-2 Videop. 235
Combined Source-Channel Video Codingp. 269
Indexp. 299
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792382980
ISBN-10: 0792382986
Audience: General
Format: Hardcover
Language: English
Number Of Pages: 302
Published: 31st October 1998
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 24.77 x 15.88  x 1.91
Weight (kg): 0.66