In this book we used: Wavelet decomposition algorithm for resolution enhancement and compress sensing for image denoising and image interpolation techniques such as BICUBIC, bilinear and wavelet zero padding for comparison with propose techniques. this book is useful for student of computer vision witch they are interested in image enhancement and image DENOISING. for comparing quality of image with others algorithms, we used: entropy, PSNR, standard deviation, covariance, normalized absolute error, structural content, average difference and normalize cross correction measurements including comparison of main algorithm with LUCY filter, WINNER filter, median filter, wavelet filter and other algorithms.