Category: MATLAB

Data-driven Soft Decoding of Compressed Images in Dual Transform-Pixel Domain

Data-Driven Soft Decoding of Compressed Images in Dual Transform-Pixel Domain  Abstract: In the large body of research literature on image restoration, very few papers were concerned with compression-induced degradations, although in practice, the most common cause of image degradation is compression. This paper presents a novel approach to restoring JPEG-compressed images. The main innovation is […]


Wavelet based Texture Characteristic Morphological Component Analysis for Colour Image Enhancement

Wavelet-based Texture-Characteristic Morphological Component Analysis for Colour Image Enhancement Abstract: This paper proposes a novel colour image enhancement method which uses wavelet-based texture characteristic morphological component analysis (WT-TC-MCA) to enhance the textural differences in the luminance channel of the colour image. The image enhancement method is intended to be the preprocessing method prior to the […]