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Video Stylization for Digital Ambient Displays of Home Movies

Wang, T, Collomosse, J, Slatter, D, Cheatle, P and Greig, D (2010) Video Stylization for Digital Ambient Displays of Home Movies In: ACM Symposium on Non-photorealistic Animation and Rendering (NPAR) 2010, 2010-06 - ?.

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Abstract

Falling hardware costs have prompted an explosion in casual video capture by domestic users. Yet, this video is infrequently accessed post-capture and often lies dormant on users’ PCs. We present a system to breathe life into home video repositories, drawing upon artistic stylization to create a “Digital Ambient Display” that automatically selects, stylizes and transitions between videos in a semantically meaningful sequence. We present a novel algorithm based on multi-label graph cut for segmenting video into temporally coherent region maps. These maps are used to both stylize video into cartoons and paintings, and measure visual similarity between frames for smooth sequence transitions. We demonstrate coherent segmentation and stylization over a variety of home videos.

Item Type: Conference or Workshop Item (Paper)
Additional Information: “© ACM, (2010). This is the author’s version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in NPAR '10 Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, 2010, 137-146 http://dx.doi.org/10.1145/1809939.1809955
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 10:01
Last Modified: 23 Sep 2013 19:30
URI: http://epubs.surrey.ac.uk/id/eprint/605297

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