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Coherent segmentation of video into syntactic regions

Smeaton, Alan F. and Adamek, Tomasz and Le Borgne, Hervé and Smyth, Oliver and O'Connor, Noel E. and de Burca, Seán (2005) Coherent segmentation of video into syntactic regions. In: IMVIP 2005 - 9th Irish Machine Vision and Image Processing Conference, 30-31 August 2005, Belfast, Northern Ireland.

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Abstract

In this paper we report on our work in realising an approach to video shot matching which involves automatically segmenting video into abstract intertwinded shapes in such a way that there is temporal coherency. These shapes representing approximations of objects and background regions can then be matched giving fine-grained shot-shot matching. The main contributions of the paper are firstly the extension of our segmentation algorithm for still images to spatial segmentation in video, and secondly the introduction a measurement of temporal coherency of the spatial segmentation. This latter allows us to quantitatively demonstrate the effectiveness of our approach on real video data.

Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Subjects:Computer Science > Digital video
Computer Science > Information retrieval
DCU Faculties and Centres:Research Initiatives and Centres > Centre for Digital Video Processing (CDVP)
Research Initiatives and Centres > Adaptive Information Cluster (AIC)
Publisher:School of Computer Science, Queens University Belfast
Official URL:http://www.cs.qub.ac.uk/imvip2005/
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
Funders:Science Foundation Ireland, SFI 03/IN.3/I361, European Commission FP6-001765, Enterprise Ireland
ID Code:316
Deposited On:12 Mar 2008 by DORAS Administrator. Last Modified 05 May 2010 16:26

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