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Rate Distortion Bounds for Voice and Video

AUTHOR Hu, Jing; Gibson, Jerry D.
PUBLISHER Now Publishers (02/18/2014)
PRODUCT TYPE Paperback (Paperback)

Description
Numerous voice, still image, audio, and video compression standards have been developed over the last 25 years, and significant advances in the state of the art have been achieved. However, in the more than 50 years since Shannon's seminal 1959 paper, no rate distortion bounds for voice and video have been forthcoming. This volume presents the first Rate Distortion Bounds for Voice and Video that actually lower bound the operational rate distortion performance of the best-performing voice and video codecs. Recently there has been much concern expressed about the gap between lossy compression theory and practice. Rate Distortion Bounds for Voice and Video specifies, for the first time, this gap for voice and video, and points the way forward to improving the performance of practical voice and video codecs. Recent results on obtaining rate distortion functions for both voice and video sources are presented, which overcome past limitations on source modeling by employing composite source models to achieve more accurate modeling of the different voice and video source modes. Rate Distortion Bounds for Voice and Video is essential reading for researchers in Information Theory and Signal Processing working on theoretical and practical aspects of data compression.
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Product Format
Product Details
ISBN-13: 9781601987785
ISBN-10: 1601987781
Binding: Paperback or Softback (Trade Paperback (Us))
Content Language: English
More Product Details
Page Count: 152
Carton Quantity: 52
Product Dimensions: 6.14 x 0.33 x 9.21 inches
Weight: 0.49 pound(s)
Feature Codes: Illustrated
Country of Origin: US
Subject Information
BISAC Categories
Computers | Information Theory
Computers | Computer Engineering
Descriptions, Reviews, Etc.
publisher marketing
Numerous voice, still image, audio, and video compression standards have been developed over the last 25 years, and significant advances in the state of the art have been achieved. However, in the more than 50 years since Shannon's seminal 1959 paper, no rate distortion bounds for voice and video have been forthcoming. This volume presents the first Rate Distortion Bounds for Voice and Video that actually lower bound the operational rate distortion performance of the best-performing voice and video codecs. Recently there has been much concern expressed about the gap between lossy compression theory and practice. Rate Distortion Bounds for Voice and Video specifies, for the first time, this gap for voice and video, and points the way forward to improving the performance of practical voice and video codecs. Recent results on obtaining rate distortion functions for both voice and video sources are presented, which overcome past limitations on source modeling by employing composite source models to achieve more accurate modeling of the different voice and video source modes. Rate Distortion Bounds for Voice and Video is essential reading for researchers in Information Theory and Signal Processing working on theoretical and practical aspects of data compression.
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Paperback