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.
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Inside This Book
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Key Phrases - Statistically Improbable Phrases (SIPs):
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motion compensated estimate, transform coding artifacts, temporal error concealment, lowest decomposition level, missing macroblocks, spatial error concealment techniques, robust video transmission, temporal regularization, one decomposition level, inter coded pictures, bpp image, spatial error propagation, hybrid video coding, previous reference picture, lost coefficients, lost macroblock, lost pixel, resynchronization points, temporal replacement, low frequency hand, shorter slices, salesman sequence, standard decompression, transmitted motion vectors, high frequency hands Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Prentice Hall, Transport Stream, Video Tech, Study Group, Communications Magazine, Consumer Electronics, Independent Segment Decoding, Selected Areas, Working Party, Image Communication, Neural Computation, Program Stream, San Jose, Van Nostrand Reinhold New!
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motion compensated estimate, transform coding artifacts, temporal error concealment, lowest decomposition level, missing macroblocks, spatial error concealment techniques, robust video transmission, temporal regularization, one decomposition level, inter coded pictures, bpp image, spatial error propagation, hybrid video coding, previous reference picture, lost coefficients, lost macroblock, lost pixel, resynchronization points, temporal replacement, low frequency hand, shorter slices, salesman sequence, standard decompression, transmitted motion vectors, high frequency hands Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Prentice Hall, Transport Stream, Video Tech, Study Group, Communications Magazine, Consumer Electronics, Independent Segment Decoding, Selected Areas, Working Party, Image Communication, Neural Computation, Program Stream, San Jose, Van Nostrand Reinhold New!
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Front Cover | Table of Contents | First Pages | Index | Back Cover | Surprise Me!
Citations (learn more)
This book cites 19
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books
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- Statistical Decision Theory: Foundations, Concepts, and Methods (Springer Series in Statistics) by J.O. Berger in Front Matter, and page 19
- Digital Multimedia by Nigel Chapman on page 228, and page 229
- Nonlinear Programming: Theory and Algorithms by Mokhtar S. Bazaraa on page 68
- Graphical Models (Oxford Statistical Science Series) by Steffen L. Lauritzen on page 24
- Image Processing (Medical Imaging 1998) by Kenneth M. Hanson on page 24
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