DocumentCode
463529
Title
Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs
Author
Jovanov, Ljubomir ; Pizurica, Aleksandra ; Zlokolica, Vladimir ; Schulte, Stefan ; Kerre, E. ; Philips, Wilfried
Author_Institution
Telecommun. & Inf. Process., Ghent Univ., Belgium
Volume
1
fYear
2007
fDate
15-20 April 2007
Abstract
In this paper, we introduce the idea of using motion estimation resources from a video codec for video denoising. This is not straightforward because the motion estimators aimed for video compression and coding, tolerate errors in the estimated motion field and hence are not directly applicable to video denoising. To solve this problem, we propose a novel motion field filtering step that refines the accuracy of the motion estimates to a degree that is required for denoising. We illustrate the use of the proposed motion estimation method within a wavelet-based video denoising scheme. The resulting video denoising method is of low-complexity and receives comparable results with respect to the latest video denoising methods.
Keywords
data compression; image denoising; motion compensation; motion estimation; video codecs; video coding; wavelet transforms; motion compensated filtering compliant; motion estimation; motion field filtering; video codecs; video coding; video compression; video denoising; wavelet domain; Filtering; Hardware; Motion estimation; Noise reduction; Spatial filters; Spatial resolution; Video codecs; Video coding; Video compression; Wavelet transforms; coding; compression; denoising; motion estimation; video;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.366020
Filename
4217192
Link To Document