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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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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 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)
Additional Information: © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Divisions: Faculty of Engineering and Physical Sciences > Electronic Engineering > Centre for Vision Speech and Signal Processing
Depositing User: Symplectic Elements
Date Deposited: 31 May 2012 10:53
Last Modified: 23 Sep 2013 19:30
URI: http://epubs.surrey.ac.uk/id/eprint/605300

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