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
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