Enhanced image restoration using image fusion: Direction approach

With the development of various types of sensors more and more data becomes available for analysis and research. It becomes difficult to manually perform analysis and comparison between those source images and come up with certain conclusion about the scene. So there is a basic requirement of certain image fusion algorithm which will perform the desired task and gives some accurate and reliable information about the scene. In the research work a hybrid method is developed to perform the fusion of multiple images to get a single image which is more informative, reliable and accurate. The proposed method is based on wavelet transform with the combination of direction wavelet decomposition method. The method is good at direction selectivity. The method enhances the images so that it perceives useful information for the human being or machine.