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
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