FPGA Design and Implementation of a Wavelet-Domain Video Denoising System

Multiresolution video denoising is becoming an increasingly popular research topic over recent years. Although several wavelet based algorithms reportedly outperform classical single-resolution approaches, their concepts are often considered as prohibitive for real-time processing. Little research has been done so far towards hardware customization of wavelet domain video denoising. A number of recent works have addressed the implementation of critically sampled orthogonal wavelet transforms and the related image compression schemes in Field Programmable Gate Arrays (FPGA). However, the existing literature on FPGA implementations of overcomplete (non-decimated) wavelet transforms and on manipulations of the wavelet coefficients that are more complex than thresholding is very limited. In this paper we develop FPGA implementation of an advanced wavelet domain noise filtering algorithm, which uses a non-decimated wavelet transform and spatially adaptive Bayesian wavelet shrinkage. The st...

• Type: Conference
• Year: 2005
• Where: ACIVS
• Authors: Mihajlo Katona, Aleksandra Pizurica, Nikola Teslic, Vladimir Kovacevic, Wilfried Philips
• Keywords: ACIVS 2005, Computer Vision, Wavelet, Wavelet Domain, Wavelet Transform