Image Fusion Enhancement Using Gabor Algorithm

Today in this digital world Image Fusion is the emerging field in the area of Image Processing. Its main purpose is to combine two or more images in such a way as to keep the most desirable characteristics of each in resultant image. Image fusion techniques can enhance the quality and raise the application of these data. In this paper, we apply image fusion technique on color image as well as black and white image by using the Gabor algorithm. Gabor algorithm removes the redundancy from developed and enhanced image. The output fused image will also use to detect regions such as water, soil and vegetation etc of the satellite images using regression tree algorithm. In the propose technique includes Gibbs sampling, segmentation algorithm, Bayesian classification algorithm and histogram equalization.