MR image denoising and enhancing using multiresolution image decomposition technique
V. Vanathe, S. Boopathy, M. A. Manikandan · 2013
A kind of processing the medical images like MRI to improve their appearance to the viewers in terms of better interaction in features of interest and enhance the visibility in relevant computer aided analysis and diagnosis. A Multiresolution technique is ubiquitous for decomposing the images into multiple scales and is widely used for analysis of images. In this paper, various resolution technique are applied and aimed to improve image quality of given MRI images. This demonstrates certain features in processed image which is better than the original image in appearance. The image quality has been measured using various parameters. This paper will discuss the multiresolution techniques such as scalar wavelet, multiwavelet and laplacian pyramid and compare their statistical parameters.