Towards intrinsic evolvable hardware for predictive lossless image compression

被引:0
|
作者
He, Jingsong
Yao, Xin
Tang, Jian
机构
[1] Univ Sci & Technol China, Dept Elect Sci & Technol, Chengdu, Peoples R China
[2] Univ Birmingham, Sch Comp Sci, Birmingham B15 2TT, W Midlands, England
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a novel method for predictive lossless image compression via evolving a set of switches, which can be implemented easily by intrinsic evolvable hardware mode. A set of compounded mutations for binary chromosome through combining the local asexually reproducing with multiple mean step size search was proposed, and a gradually approach method for evolving larger scale images was fabricated. Experimental results show that the proposed method can reduce the computing time much more, and can scale up the image size increasing up to 70 times with relative slower increase speed of computing time.
引用
收藏
页码:632 / 639
页数:8
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