DocumentCode :
3430425
Title :
An Effective Termination Criterion for the Rudin-Osher-Fatemi Algorithm for Image Restoration
Author :
Zhang, Haoran ; Lu, Wu-Sheng
Author_Institution :
Univ. of Victoria, Victoria
fYear :
2007
fDate :
22-24 Aug. 2007
Firstpage :
489
Lastpage :
492
Abstract :
The Rudin-Osher-Fatemi (ROF) algorithm for de-noising and de-blurring of still digital images is well known to offer excellent image restoration performance. However, application of the ROF algorithm in the past has indicated that one can get the best results from the algorithm only when one terminates the algorithm at the "right time" which turns out to be way before the corresponding parabolic partial differential equation converges to its steady-state solution, and the determination of that right time for terminating the algorithm becomes a key issue for the best utilization of the algorithm. In this paper, a simple yet effective termination criterion for the ROF algorithm is proposed. Performance results are given to demonstrate the effectiveness of the proposed criterion when it is incorporated with the ROF algorithm.
Keywords :
image denoising; image restoration; parabolic equations; partial differential equations; Rudin-Osher-Fatemi algorithm; image de-blurring; image de-noising; image restoration; parabolic partial differential equation; steady-state solution; termination criterion; Algorithm design and analysis; Degradation; Digital images; Image analysis; Image converters; Image restoration; Noise reduction; Partial differential equations; Signal processing algorithms; Steady-state;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Computers and Signal Processing, 2007. PacRim 2007. IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4244-1189-4
Electronic_ISBN :
1-4244-1190-4
Type :
conf
DOI :
10.1109/PACRIM.2007.4313280
Filename :
4313280
Link To Document :
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