Title :
Pixel-based image fusion using fuzzy system
Author :
Wei-sheng Yang ; Jyh-horng Jeng
Author_Institution :
I-Shou Univ., Kaohsiung, Taiwan
Abstract :
This paper proposed an image fusion method through fuzzy system. In the fusion phase, we perform weighted average of the given images. The weightings are obtained from a fuzzy system incorporated with a rulebase. The inputs of the fuzzy system are the means and standard deviations calculated from a region of the corresponding pixels. With the use of image local properties and the fuzzy system, the fusion performance can be improved.
Keywords :
fuzzy set theory; fuzzy systems; image fusion; image resolution; fuzzy system; pixel-based image fusion method; standard deviations; weightings; Dynamic range; Fuzzy sets; Fuzzy systems; Image fusion; Standards; Wavelet transforms; Image Fusion; fuzzy System;
Conference_Titel :
Fuzzy Theory and Its Applications (iFUZZY), 2014 International Conference on
Print_ISBN :
978-1-4799-4590-0
DOI :
10.1109/iFUZZY.2014.7091260
