Category: MATLAB

An Efficient SVD based Method for Image Denoising

An Efficient SVD -based Method for Image Denoising Abstract: Nonlocal self-similarity of images has attracted considerable interest in the field of image processing and has led to several state-of-the-art image denoising algorithms, such as block matching and 3-D, principal component analysis with local pixel grouping, patch-based locally optimal wiener, and spatially adaptive iterative singular-value thresholding. […]


An Adaptive Image Mixed Noise Removal Algorithm based on MMTD

An Adaptive Image Mixed Noise Removal Algorithm based on MMTD Abstract: Mixed noise composed by Gaussian noise and Salt-Pepper noise is an ever-present noise model in the image. This paper proposes an adaptive image mixed removal algorithm based on measure of medium truth degree(MMTD). According to the feature and density of noise, it adaptively alters […]