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
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;
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8687-6
DOI :
10.1109/ISIMP.2004.1434119