PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Multi-label Propagation for Coherent Video Segmentation and Artistic Stylization
Tinghuai Wang, Jean-Yves Guillemaut and John Collomosse
In: ICIP 2010, Hong Kong(2010).


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.

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:8344
Deposited By:John Collomosse
Deposited On:30 October 2011