학술논문

Implementation of total variation regularization algorithm on CELL processor
Document Type
Conference
Source
2012 IEEE International Conference on Consumer Electronics (ICCE) Consumer Electronics (ICCE), 2012 IEEE International Conference on. :494-495 Jan, 2012
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Fields, Waves and Electromagnetics
Pipeline processing
HDTV
Image processing
Minimization
Broadband communication
Programming
Language
ISSN
2158-3994
2158-4001
Abstract
The total variation (TV) regularization method is very effective and attractive for various image processing applications. The problem with the TV approach is the long computational time resulting from iterative calculations, which has been considered to be a major hurdle for its application to motion pictures. In this study, we have implemented the TV algorithm on the CELL processor by using various special programming techniques and an optimum software design.