A Survey on People Re-identification Approaches Considering Occlusion
Analyzing human behavior and detecting visual anomaly are important applications of video surveillance systems in many fields such as security systems and intelligent buildings. Person re-identification (RE-ID) is one of the main steps in a surveillance system, where, it has directly an effect on sy...
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| Format: | Article |
| Language: | English |
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OICC Press
2022-09-01
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| Series: | Majlesi Journal of Electrical Engineering |
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| Online Access: | https://oiccpress.com/mjee/article/view/4957 |
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| author | Zahra Mortezaie Hamid Hassanpour |
| author_facet | Zahra Mortezaie Hamid Hassanpour |
| author_sort | Zahra Mortezaie |
| collection | DOAJ |
| description | Analyzing human behavior and detecting visual anomaly are important applications of video surveillance systems in many fields such as security systems and intelligent buildings. Person re-identification (RE-ID) is one of the main steps in a surveillance system, where, it has directly an effect on system performance. Occluded body parts, backgrounds clutter, and variations in pose and scene illumination are some noticeable problems in appearance-based RE-ID approaches, as they have an effect on pedestriansâ appearance during tracking task. Among the mentioned problems, person RE-ID considering appearance changes caused by occlusion can be considered as a common problem in video surveillance systems. In this paper, some existing people RE-ID approaches are briefly reviewed in terms of robustness to person body occlusion. Also, the experimental results reported in these approaches are compared using some partial occluded databases. The comparison results demonstrate the supremacy of the non-pose-guided RE-ID approaches. |
| format | Article |
| id | doaj-art-b1cd58da9c9d4c0cbe7236cc1faed51a |
| institution | OA Journals |
| issn | 2345-377X 2345-3796 |
| language | English |
| publishDate | 2022-09-01 |
| publisher | OICC Press |
| record_format | Article |
| series | Majlesi Journal of Electrical Engineering |
| spelling | doaj-art-b1cd58da9c9d4c0cbe7236cc1faed51a2025-08-20T02:15:54ZengOICC PressMajlesi Journal of Electrical Engineering2345-377X2345-37962022-09-0116310.30486/mjee.2022.696501A Survey on People Re-identification Approaches Considering OcclusionZahra Mortezaie0Hamid Hassanpour1Department of Computer Engineering, Shahrood University of Technology, Shahrood, IranDepartment of Computer Engineering, Shahrood University of Technology, Shahrood, Iran.Analyzing human behavior and detecting visual anomaly are important applications of video surveillance systems in many fields such as security systems and intelligent buildings. Person re-identification (RE-ID) is one of the main steps in a surveillance system, where, it has directly an effect on system performance. Occluded body parts, backgrounds clutter, and variations in pose and scene illumination are some noticeable problems in appearance-based RE-ID approaches, as they have an effect on pedestriansâ appearance during tracking task. Among the mentioned problems, person RE-ID considering appearance changes caused by occlusion can be considered as a common problem in video surveillance systems. In this paper, some existing people RE-ID approaches are briefly reviewed in terms of robustness to person body occlusion. Also, the experimental results reported in these approaches are compared using some partial occluded databases. The comparison results demonstrate the supremacy of the non-pose-guided RE-ID approaches.https://oiccpress.com/mjee/article/view/4957Langmuir WaveOcclusionPeltier elementPerson re-identificationpiecewise linear functionPose-guided |
| spellingShingle | Zahra Mortezaie Hamid Hassanpour A Survey on People Re-identification Approaches Considering Occlusion Majlesi Journal of Electrical Engineering Langmuir Wave Occlusion Peltier element Person re-identification piecewise linear function Pose-guided |
| title | A Survey on People Re-identification Approaches Considering Occlusion |
| title_full | A Survey on People Re-identification Approaches Considering Occlusion |
| title_fullStr | A Survey on People Re-identification Approaches Considering Occlusion |
| title_full_unstemmed | A Survey on People Re-identification Approaches Considering Occlusion |
| title_short | A Survey on People Re-identification Approaches Considering Occlusion |
| title_sort | survey on people re identification approaches considering occlusion |
| topic | Langmuir Wave Occlusion Peltier element Person re-identification piecewise linear function Pose-guided |
| url | https://oiccpress.com/mjee/article/view/4957 |
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