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Authors: Li Qian 1 ; Sun Zheng-Xing 2 and Chen Song-Le 2

Affiliations: 1 Nanjing University and PLA University of Science and Technology, China ; 2 Nanjing University, China

Keyword(s): Camera Selection, POMDP, Video Analysis, Multi-camera System.

Related Ontology Subjects/Areas/Topics: Applications and Services ; Camera Networks and Vision ; Computer Vision, Visualization and Computer Graphics ; Motion, Tracking and Stereo Vision ; Video Surveillance and Event Detection

Abstract: This paper addresses the problem of camera selection in multi-camera systems and proposes a novel selection method based on a partially observable Markov decision process model (POMDP). And an innovative evaluation function identifies the most informative of several multi-view video streams by extracting and scoring features related to global motion, attributes of moving objects, and special events such as the appearance of new objects. The experiments show that these proposed visual evaluation criteria successfully measure changes in scenes and our camera selection method effectively reduces camera switching.

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Paper citation in several formats:
Qian, L.; Zheng-Xing, S. and Song-Le, C. (2013). A POMDP-based Camera Selection Method . In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013) - Volume 1: VISAPP; ISBN 978-989-8565-47-1; ISSN 2184-4321, SciTePress, pages 746-751. DOI: 10.5220/0004228907460751

@conference{visapp13,
author={Li Qian. and Sun Zheng{-}Xing. and Chen Song{-}Le.},
title={A POMDP-based Camera Selection Method },
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013) - Volume 1: VISAPP},
year={2013},
pages={746-751},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004228907460751},
isbn={978-989-8565-47-1},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013) - Volume 1: VISAPP
TI - A POMDP-based Camera Selection Method
SN - 978-989-8565-47-1
IS - 2184-4321
AU - Qian, L.
AU - Zheng-Xing, S.
AU - Song-Le, C.
PY - 2013
SP - 746
EP - 751
DO - 10.5220/0004228907460751
PB - SciTePress

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