Computerized methods provide analyses of skin lesions from dermoscopy images
automatically. However, the images acquired from dermoscopy devices are noisy and cause …

Convolutional neural networks (CNNs) are deep neural networks that can be trained on
large databases and show outstanding performance on object classification, segmentation …

Filtering multi-dimensional images such as color images, color videos, multispectral images
and magnetic resonance images is challenging in terms of both effectiveness and efficiency …

Denoising of images is considered to be a crucial preprocessing step in all image
processing applications. Although various studies have been conducted in the area of …

This dissertation is comprised of two novel contributions. First, we propose a novel
technique to determine the noise-free color at each pixel by estimating the ratio of the red …

Classic denoising algorithms have always suffered from the disadvantage of being slow,
even for the famous BM3D. This paper presents a fastst and effective image denoising …