Youngbae Hwang

A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising

Modelling and analyzing noise in images is a fundamental task in many computer vision systems. Traditionally, noise has been modelled per color channel assuming that the color channels are independent. Although the color channels can be considered as mutually independent in camera RAW images, signal…