DocumentCode :
2897984
Title :
Optimal Image Mosaic Wavelet Method Based on Fuzzy Integral
Author :
Yang, Guo-Sheng ; Zhang, Huan-long
Author_Institution :
Inst. of Adv. Control & Intelligent Inf. Process., Henan Univ.
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
3738
Lastpage :
3744
Abstract :
In order to give attention to the smooth and distortion of two image mosaic evaluation indices simultaneously, an optimal image mosaic method based on fuzzy integral is proposed in this paper. Aiming at the problems resulting from evaluating mosaic effect of single-factor evaluation index, the integrative evaluation method of the mosaic image is put forward based on synthesizing two independent single-factor indices by fuzzy integral that is largely subject to human feeling. According to the optimal image mosaic method, an optimal weighted function is obtained. With the help of the optimal weighted function, wavelet coefficients are fused at different resolution levels. As a result, a smooth and seamless mosaic image is reconstructed. Finally experiments are performed on the method presented in this paper
Keywords :
fuzzy set theory; image reconstruction; image resolution; image segmentation; integral equations; wavelet transforms; fuzzy integral; human feeling; image mosaic evaluation indices; image reconstruction; optimal image mosaic wavelet method; optimal weighted function; single-factor evaluation index; wavelet coefficients; Algorithm design and analysis; Cybernetics; Frequency domain analysis; Fuzzy control; Image analysis; Image reconstruction; Intelligent control; Machine learning; Optimal control; Pixel; Wavelet analysis; Wavelet coefficients; Wavelet transforms; Fuzzy integral; Image; Mosaic counter-tangent; Optimal graduation weight;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258637
Filename :
4028721
Link To Document :
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