Restoration of Color Images using Image Integration based on SURF Features
M Sirisha, Guddeti Bindu Prasanna, P. S. · International Journal of Computer Applications · 2017
A flash and long-exposure image pair captured in a dark environment is blurred and noisy.To remove this blur or noise from the image pair there are so many deblurring techniques existing.In this paper implemented a new technique for Restoration of Color Images is introduced.In previous methods, image integration is performed only for well-aligned images, which is a difficult process.This problem can be solved by transferring the color of the flash image using a small fraction of the corresponding pixels in the long-exposure image.Proposed method integrates the color of the long-exposure image with the detail of the flash image using Speeded-Up Robust Features (SURF).This method does not require perfect alignment between the images than the previous methods.Proposed method generates integrated image which has a high contrast than the previous method which is based on SIFT.