Introducing the Perception-Distortion Tradeoff into the Rate-Distortion Theory of General Information Sources
Information Theory
2018-11-01 v1 math.IT
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.
Keywords
Cite
@article{arxiv.1808.07986,
title = {Introducing the Perception-Distortion Tradeoff into the Rate-Distortion Theory of General Information Sources},
author = {Ryutaroh Matsumoto},
journal= {arXiv preprint arXiv:1808.07986},
year = {2018}
}
Comments
comex.cls, 5 pages, no figure. Accepted for publication in IEICE Communications Express. Article DOI has not been activated as of 24 August 2018. The author was given the right to upload this manuscript to arxiv.org as stated at the footnote 2 in page 13 of http://www.ieice.org/eng/copyright/files/copyright.pdf