Title :
Multi-focus image fusion using fuzzy logic
Author :
Chamankar, Amaj ; Sheikhan, Mansour ; Razaghian, Farhad
Author_Institution :
Dept. of Mechatron. Eng., Islamic Azad Univ., Tehran, Iran
Abstract :
This paper presents a new method for pixel-level image fusion of multi-focus images based on the fuzzy approach with a particular view of human´s experiences. This method is different from traditional image fusion methods and eventuate the best results by using intelligent algorithms. The proposed fuzzy system has two inputs that are the two corresponding pixels in each image. Fuzzy rules determine the output values of each pixel. The system is simulated with MATLAB Simulink and the results of the simulation are compared with common algorithms such as pixel averaging.
Keywords :
fuzzy logic; fuzzy set theory; image fusion; Matlab-Simulink; fuzzy logic approach; fuzzy rules; fuzzy system; intelligent algorithms; multifocus image fusion method; pixel-level image fusion; fuzzy logic; image fusion; multi-focus;
Conference_Titel :
Fuzzy Systems (IFSC), 2013 13th Iranian Conference on
Conference_Location :
Qazvin
Print_ISBN :
978-1-4799-1227-8
DOI :
10.1109/IFSC.2013.6675601