Obálka

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...

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Uloženo v:
Hlavní autor: Teutsch, Michael
Médium: Online
Jazyk:angličtina
Vydáno: KIT Scientific Publishing 2021
Témata:
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
On-line přístup:34964
Tagy: Přidat tag
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Shrnutí: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.

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