|
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,
35th Proceedings 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 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. |
Full
text: |