A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient
© 2018 IEEE. For identification of change information in image sequences, most studies focus on change detection in one image sequence, while few studies have considered the change level comparison between two different image sequences. Moreover, most studies require the detection of image informati...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2021
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| Online Access: | https://hdl.handle.net/1721.1/137561 |
| _version_ | 1826207808879591424 |
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| author | Zhao, Ruzhang Fang, Yajun HOrn, Berthold K.P. |
| author2 | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory |
| author_facet | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory Zhao, Ruzhang Fang, Yajun HOrn, Berthold K.P. |
| author_sort | Zhao, Ruzhang |
| collection | MIT |
| description | © 2018 IEEE. For identification of change information in image sequences, most studies focus on change detection in one image sequence, while few studies have considered the change level comparison between two different image sequences. Moreover, most studies require the detection of image information in details, for example, object detection. Based on Uncertainty Coefficient(UC), this paper proposes an innovative method 'CCUC' for change comparison between two image sequences. The proposed method is computationally efficient and simple to implement. The change comparison stems from video monitoring system. The limited number of provided screens and a large number of monitoring cameras require the videos or image sequences ordered by change level. We demonstrate this new method by applying it on two publicly available image sequences. The results are able to show the method can distinguish the different change level for sequences. |
| first_indexed | 2024-09-23T13:55:17Z |
| format | Article |
| id | mit-1721.1/137561 |
| institution | Massachusetts Institute of Technology |
| language | English |
| last_indexed | 2024-09-23T13:55:17Z |
| publishDate | 2021 |
| record_format | dspace |
| spelling | mit-1721.1/1375612021-11-06T03:18:13Z A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient Zhao, Ruzhang Fang, Yajun HOrn, Berthold K.P. Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory © 2018 IEEE. For identification of change information in image sequences, most studies focus on change detection in one image sequence, while few studies have considered the change level comparison between two different image sequences. Moreover, most studies require the detection of image information in details, for example, object detection. Based on Uncertainty Coefficient(UC), this paper proposes an innovative method 'CCUC' for change comparison between two image sequences. The proposed method is computationally efficient and simple to implement. The change comparison stems from video monitoring system. The limited number of provided screens and a large number of monitoring cameras require the videos or image sequences ordered by change level. We demonstrate this new method by applying it on two publicly available image sequences. The results are able to show the method can distinguish the different change level for sequences. 2021-11-05T18:21:20Z 2021-11-05T18:21:20Z 2018 2019-05-31T12:43:45Z Article http://purl.org/eprint/type/ConferencePaper https://hdl.handle.net/1721.1/137561 Zhao, Ruzhang, Fang, Yajun and HOrn, Berthold K.P. 2018. "A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient." en 10.1109/UV.2018.8642140 Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf arXiv |
| spellingShingle | Zhao, Ruzhang Fang, Yajun HOrn, Berthold K.P. A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient |
| title | A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient |
| title_full | A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient |
| title_fullStr | A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient |
| title_full_unstemmed | A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient |
| title_short | A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient |
| title_sort | simple change comparison method for image sequences based on uncertainty coefficient |
| url | https://hdl.handle.net/1721.1/137561 |
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