DocumentCode :
3248568
Title :
Split decision function using fuzzy integral [image coding applications]
Author :
Li, Junli ; Chi, Zheru ; Chen, Gang
Author_Institution :
Sch. of Inf. Sci. & Eng., Ningbo Univ., China
fYear :
2004
fDate :
20-22 Oct. 2004
Firstpage :
534
Lastpage :
537
Abstract :
The quadtree partition is often used in fractal image compression to achieve variable bit rates. In this paper, we propose a split decision function based on fuzzy integrals - fuzzy mean error (FME), that can improve image coding quality while speeding up the encoding process. Our proposed split function is compared with other commonly used split decisions. In the paper, we also demonstrate that it is difficult for a split decision function to obtain an a priori estimate of the threshold for encoding a given image at a given quality level.
Keywords :
decision trees; fractals; fuzzy logic; image coding; integral equations; quadtrees; FME; Sugeno fuzzy integral; fractal image compression; fuzzy mean error; image coding quality; quadtree partition; split decision function; variable bit rates; Books; Decoding; Fractals; Image coding; Image quality; Information science; Petroleum; Rate-distortion; Signal processing; Tiles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8687-6
Type :
conf
DOI :
10.1109/ISIMP.2004.1434119
Filename :
1434119
Link To Document :
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