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A study on surveillance video abstraction techniques


Citation

Chamasemani, Fereshteh Falah and Affendey, Lilly Suriani and Mustapha, Norwati and Khalid, Fatimah (2015) A study on surveillance video abstraction techniques. In: 5th IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2015), 27-29 Nov. 2015, Park Royal Penang Resort, Batu Ferringhi, Penang. (pp. 470-475).

Abstract / Synopsis

The goal of surveillance video abstraction is to generate a video abstract that includes important events and object by eliminating the redundant frames, lacking from activity in original video. Although many research and progresses have been done in video abstraction, the developed approaches either fail to accurately and effectively cover the overall visual content of video or they are computationally expensive in term of time or process. In this paper, firstly we critically review the applicable video abstraction techniques in surveillance domain based on our hierarchical classification, and then briefly introduce a new approach for generating a static surveillance video abstraction, which mitigate the drawbacks of reviewed approaches.


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Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Faculty of Computer Science and Information Technology
DOI Number: https://doi.org/10.1109/ICCSCE.2015.7482231
Publisher: IEEE
Keywords: Video abstraction; Keyframe extraction; Surveillance video abstraction; Video skimming; Video summary
Depositing User: Nurul Ainie Mokhtar
Date Deposited: 03 Aug 2016 11:38
Last Modified: 03 Aug 2016 11:38
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/ICCSCE.2015.7482231
URI: http://psasir.upm.edu.my/id/eprint/29711
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