Moving Object Detection and Segmentation for Remote Aerial Video Surveillance
Unmanned Aerial Vehicles (UAVs) equipped with video cameras are a flexible support to ensure civil and military safety and security. In this thesis, a video processing chain is presented for moving object detection in aerial video surveillance. A Track-Before-Detect (TBD) algorithm is applied to det...
שמור ב:
| מחבר ראשי: | |
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| פורמט: | Online |
| שפה: | אנגלית |
| יצא לאור: |
KIT Scientific Publishing
2021
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| נושאים: | |
| גישה מקוונת: | 34964 |
| תגים: |
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| _version_ | 1869520251736031232 |
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| author | Teutsch, Michael |
| author_browse | Teutsch, Michael |
| author_facet | Teutsch, Michael |
| author_sort | Teutsch, Michael |
| collection | Directory of Open Access Books |
| description | Unmanned Aerial Vehicles (UAVs) equipped with video cameras are a flexible support to ensure civil and military safety and security. In this thesis, a video processing chain is presented for moving object detection in aerial video surveillance. A Track-Before-Detect (TBD) algorithm is applied to detect motion that is independent of the camera motion. Novel robust and fast object detection and segmentation approaches improve the baseline TBD and outperform current state-of-the-art methods. |
| format | Online |
| id | doab-20.500.12854ir-54015 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-540152023-12-20T18:40:46Z Moving Object Detection and Segmentation for Remote Aerial Video Surveillance Teutsch, Michael QA75.5-76.95 Automatische Videoüberwachung Object Detection Independent Motion Detection Bewegungsdetektion bei bewegter Kamera MultiobjekttrackingAutomatic Video Surveillance Multiple Object Tracking Track-Before-Detect Objektdetektion bic Book Industry Communication::U Computing & information technology::UY Computer science Unmanned Aerial Vehicles (UAVs) equipped with video cameras are a flexible support to ensure civil and military safety and security. In this thesis, a video processing chain is presented for moving object detection in aerial video surveillance. A Track-Before-Detect (TBD) algorithm is applied to detect motion that is independent of the camera motion. Novel robust and fast object detection and segmentation approaches improve the baseline TBD and outperform current state-of-the-art methods. 2021-02-11T20:15:09Z 2021-02-11T20:15:09Z 2019-07-30 20:01:59 2014 book 34964 18636489 9783731503200 https://directory.doabooks.org/handle/20.500.12854/54015 eng Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731503200 KIT Scientific Publishing 10.5445/KSP/1000044922 10.5445/KSP/1000044922 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731503200 XI, 215 p. open access |
| spellingShingle | QA75.5-76.95 Automatische Videoüberwachung Object Detection Independent Motion Detection Bewegungsdetektion bei bewegter Kamera MultiobjekttrackingAutomatic Video Surveillance Multiple Object Tracking Track-Before-Detect Objektdetektion bic Book Industry Communication::U Computing & information technology::UY Computer science Teutsch, Michael Moving Object Detection and Segmentation for Remote Aerial Video Surveillance |
| title | Moving Object Detection and Segmentation for Remote Aerial Video Surveillance |
| title_full | Moving Object Detection and Segmentation for Remote Aerial Video Surveillance |
| title_fullStr | Moving Object Detection and Segmentation for Remote Aerial Video Surveillance |
| title_full_unstemmed | Moving Object Detection and Segmentation for Remote Aerial Video Surveillance |
| title_short | Moving Object Detection and Segmentation for Remote Aerial Video Surveillance |
| title_sort | moving object detection and segmentation for remote aerial video surveillance |
| topic | QA75.5-76.95 Automatische Videoüberwachung Object Detection Independent Motion Detection Bewegungsdetektion bei bewegter Kamera MultiobjekttrackingAutomatic Video Surveillance Multiple Object Tracking Track-Before-Detect Objektdetektion bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 Automatische Videoüberwachung Object Detection Independent Motion Detection Bewegungsdetektion bei bewegter Kamera MultiobjekttrackingAutomatic Video Surveillance Multiple Object Tracking Track-Before-Detect Objektdetektion bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 34964 |
| work_keys_str_mv | AT teutschmichael movingobjectdetectionandsegmentationforremoteaerialvideosurveillance |