IEICE Communications Express
Online ISSN : 2187-0136
Introducing the Perception-Distortion Tradeoff into the Rate-Distortion Theory of General Information Sources
Ryutaroh Matsumoto
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JOURNALS FREE ACCESS Advance online publication

Article ID: 2018XBL0109

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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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© 2018 The Institute of Electronics, Information and Communication Engineers
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