Digital Library of the European Council for Modelling and Simulation

Title:	Change Detection For Area Surveillance Using A Moving Camera
Authors:	Tatsuhisa Watanabe, Tomoharu Nakashima, Yoshifumi Kusunoki
Published in:	(2021). ECMS 2021, 35^th Proceedings Edited by: Khalid Al-Begain, Mauro Iacono, Lelio Campanile, Andrzej Bargiela, European Council for Modelling and Simulation. DOI: http://doi.org/10.7148/2021 ISSN: 2522-2422 (ONLINE) ISSN: 2522-2414 (PRINT) ISSN: 2522-2430 (CD-ROM) ISBN: 978-3-937436-72-2 ISBN: 978-3-937436-73-9(CD) Communications of the ECMS , Volume 35, Issue 1, June 2021, United Kingdom
Citation format:	Tatsuhisa Watanabe, Tomoharu Nakashima, Yoshifumi Kusunoki (2021). Change Detection For Area Surveillance Using A Moving Camera, ECMS 2021 Proceedings Edited By: Khalid Al-Begain, Mauro Iacono, Lelio Campanile, Andrzej Bargiela European Council for Modeling and Simulation. doi: 10.7148/2021-0220
DOI:	https://doi.org/10.7148/2021-0220
Abstract:	This paper tackles change detection for area surveillance with a moving device. None of the existing datasets for change detection meets a surveillance scenario where a camera is mounted on a moving platform and pointed in the direction of moving. Thus, this paper creates a new dataset including several challenging points. For this dataset, this paper employs a composable method and proposes some components. To evaluate the proposed components, some corresponding classic methods were also tested on the dataset. As a result, the proposals outperformed them. Moreover, this paper investigated the relationship between the parameters of the components and their performance.
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