Rate-distortion-perception tradeoff of variable-length source coding for general information sources
被引:7
|
作者:
Matsumoto, Ryutaroh
论文数: 0引用数: 0
h-index: 0
机构:
Nagoya Univ, Dept Informat & Commun Engn, Chikusa Ku, Furo Cho, Nagoya, Aichi 4648603, Japan
Aalborg Univ, Dept Math Sci, Aalborg, DenmarkNagoya Univ, Dept Informat & Commun Engn, Chikusa Ku, Furo Cho, Nagoya, Aichi 4648603, Japan
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.