基于Mamdani型直觉模糊推理的图像融合算法

Abstract

Abstract:

An image fusion algorithm based on Mamdani type Intuitionistic fuzzy inference system is proposed.The algorithm first makes inference rules and builds inference system according fusion,and then intuition fuzzes each pixel of source images and sends them into the inference system.The membership degree and non-membership degree of each pixel of fusion image are obtained after reasoning.Finally gray value of each pixel of fusion image is obtained by defuzzying the intuitionistic fuzzy set and making up the fusion image.Experiment results show the effectiveness of the algorithm.Because of the better description of uncertainty,the algorithm presented in this paper has a better fusion result than the one based on fuzzy inference system.

Key words: intuitionistic fuzzy set;Mandani module;intuitionistic fuzzy inference;image fusion

CLC Number:

TP391.41

SUN Qi,NA Yan,LIU Bo. Image Fusion Algorithm Based on Mamdani Type Intuitionistic Fuzzy Inference System[J]., 2014, 27(5): 193-.

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Image Fusion Algorithm Based on Mamdani Type Intuitionistic Fuzzy Inference System

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