It is a really good platform to publish research work and it gives me immense pleasure while publishing this Work here. This book involves different techniques which are mathematical computations which enhance the image quality of images. In these techniques the images are manipulated for reducing the sensor errors, noises and other unwanted effects. One of the image processing technique known as the image inpainting is used for improving the image quality by reconstruction of the defected image or noisy image. In this proposed book the image inpainting technique is used to remove an object from an image.