Rate-distortion-perception tradeoff of variable-length source coding for general information sources

被引：13

作者：

Matsumoto, Ryutaroh ^{[1
,2
]}

机构：

[1] Nagoya Univ, Dept Informat & Commun Engn, Chikusa Ku, Furo Cho, Nagoya, Aichi 4648603, Japan

[2] Aalborg Univ, Dept Math Sci, Aalborg, Denmark

来源：

IEICE COMMUNICATIONS EXPRESS | 2019年 / 8卷 / 02期

关键词：

perception-distortion tradeoff; rate-distortion theory; data compression; variable-length coding;

D O I：

10.1587/comex.2018XBL0139

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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 variable-length lossy source coding in information theory, and clarify the tradeoff among information rate, distortion and perception for general information sources. We also discuss the fixed-length coding with average distortion criterion that was missing in the previous letter.

引用

页码：38 / 42

页数：5

共 3 条

[1] The Perception-Distortion Tradeoff [J].

Blau, Yochai ;

Michaeli, Tomer .

2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2018, :6228-6237

[2]

Han T. S., 2002, Information-Spectrum Methods in Information Theory, DOI [10.1007/978-3-662-12066-8, DOI 10.1007/978-3-662-12066-8]

[3] Introducing the perception-distortion tradeoff into the rate-distortion theory of general information sources [J].

Matsumoto, Ryutaroh .

IEICE COMMUNICATIONS EXPRESS, 2018, 7 (11) :427-431

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