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Introducing the Perception-Distortion Tradeoff into the Rate-Distortion Theory of General Information Sources
August 24, 2018 Β· Declared Dead Β· π arXiv.org
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Authors
Ryutaroh Matsumoto
arXiv ID
1808.07986
Category
cs.IT: Information Theory
Citations
41
Venue
arXiv.org
Last Checked
6 months ago
Abstract
Blau and Michaeli recently introduced a novel concept for inverse problems of signal processing, that is, the perception-distortion tradeoff. We introduce their tradeoff into the rate distortion theory of lossy source coding in information theory, and clarify the tradeoff among information rate, distortion and perception for general information sources.
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