Moving Object Detection and Segmentation for Remote Aerial Video Surveillance
Teutsch, Michael
Moving Object Detection and Segmentation for Remote Aerial Video Surveillance - KIT Scientific Publishing 2014 - 1 electronic resource (XI, 215 p. p.)
Open Access
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.
Creative Commons
English
KSP/1000044922 9783731503200
10.5445/KSP/1000044922 doi
Automatische Videoüberwachung Object Detection Independent Motion Detection Bewegungsdetektion bei bewegter Kamera MultiobjekttrackingAutomatic Video Surveillance Multiple Object Tracking Track-Before-Detect Objektdetektion
Moving Object Detection and Segmentation for Remote Aerial Video Surveillance - KIT Scientific Publishing 2014 - 1 electronic resource (XI, 215 p. p.)
Open Access
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.
Creative Commons
English
KSP/1000044922 9783731503200
10.5445/KSP/1000044922 doi
Automatische Videoüberwachung Object Detection Independent Motion Detection Bewegungsdetektion bei bewegter Kamera MultiobjekttrackingAutomatic Video Surveillance Multiple Object Tracking Track-Before-Detect Objektdetektion