DocumentCode
2379830
Title
Puzzle temporal lifting for wavelet-based video coding
Author
André, Thomas ; Antonini, Marc ; Barlaud, Michel
Author_Institution
UMR CNRS, Nice-Sophia Antipolis Univ., France
Volume
3
fYear
2005
fDate
11-14 Sept. 2005
Abstract
Motion-compensated lifting schemes have become a reference for the temporal filtering of video data. However, block-based motion estimation and compensation produce annoying blocking artifacts. In this paper, we propose a new lifted temporal filtering method, based on joint segmentation and motion estimation in macroblocks. This method consists in assigning locally the motion information locally to regions instead of blocks, hence the name "puzzle temporal lifting". We first present the puzzle filtering algorithm and we state the conditions of its invertibility. Then, we propose a method to extract regions of occlusion from the motion and segmentation information. The resulting regions are finally exploited within the proposed puzzle filtering with occlusion management. Preliminary experimental results show that the blocking artifacts can be removed, which results in an improvement of visual quality.
Keywords
filtering theory; image segmentation; motion compensation; motion estimation; video coding; wavelet transforms; block-based motion estimation; blocking artifacts; joint segmentation; lifted temporal filtering method; motion-compensated lifting schemes; occlusion management; puzzle temporal lifting; region extraction; visual quality; wavelet-based video coding; Data mining; Filtering algorithms; Filters; HDTV; Laboratories; Motion estimation; Motion pictures; TV; Video coding; Video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530366
Filename
1530366
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