DocumentCode
3295450
Title
Multi-label propagation for coherent video segmentation and artistic stylization
Author
Wang, Tinghuai ; Guillemaut, Jean-Yves ; Collomosse, John
Author_Institution
Centre for Vision, Speech & Signal Process., Univ. of Surrey, Guildford, UK
fYear
2010
fDate
26-29 Sept. 2010
Firstpage
3005
Lastpage
3008
Abstract
We present a new algorithm for segmenting video frames into temporally stable colored regions, applying our technique to create artistic stylizations (e.g. cartoons and paintings) from real video sequences. Our approach is based on a multi-label graph cut applied to successive frames, in which the color data term and label priors are incrementally updated and propagated over time. We demonstrate coherent segmentation and stylization over a variety of home videos.
Keywords
image segmentation; image sequences; artistic stylization; coherent video segmentation; multilabel propagation; video sequence; Coherence; Image color analysis; Image segmentation; Labeling; Motion segmentation; Pixel; Shape; Graph cut; Non-photorealistic (artistic) rendering / NPR; Temporal coherence; Video segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1522-4880
Print_ISBN
978-1-4244-7992-4
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2010.5649291
Filename
5649291
Link To Document