Introducing the perception-distortion tradeoff into the rate-distortion theory of general information sources

被引：13
|
作者：
Matsumoto, Ryutaroh [1 ]
机构：
[1] Nagoya Univ, Dept Informat & Commun Engn, Chitane Ku, Furo Cho, Nagoya, Aichi 4648603, Japan
来源：
IEICE COMMUNICATIONS EXPRESS | 2018年 / 7卷 / 11期
关键词：
perception-distortion tradeoff; rate-distortion theory; data compression;
D O I：
10.1587/comex.2018XBL0109
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 lossy source coding in information theory, and clarify the tradeoff among information rate, distortion and perception for general information sources.
引用
收藏
页码：427 / 431
页数：5
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