Multi-label Propagation for Coherent Video Segmentation and Artistic Stylization
Wang, T, Guillemaut, J and Collomosse, J (2010) Multi-label Propagation for Coherent Video Segmentation and Artistic Stylization In: ICIP, 2010-09-26 - 2010-09-29, Hong Kong.
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Available under License : See the attached licence file.
Official URL: http://dx.doi.org/10.1109/ICIP.2010.5649291
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 multilabel 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.
|Item Type:||Conference or Workshop Item (Paper)|
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|Divisions:||Faculty of Engineering and Physical Sciences > Electronic Engineering > Centre for Vision Speech and Signal Processing|
|Deposited By:||Symplectic Elements|
|Deposited On:||31 May 2012 11:53|
|Last Modified:||01 Apr 2013 14:41|
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