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Michael Teutsch

Moving Object Detection and Segmentation for Remote Aerial Video Surveillance

(Karlsruher Schriften zur Anthropomatik ; 18)

AutorTeutsch, Michael

VerlagKIT Scientific Publishing, Karlsruhe

ISBN9783731503200

UmfangXI, 215 S.

Veröffentlicht
am:
11.03.2015

Erscheinungs-
jahr
2014

VerfügbarkeitAktiv

Downloads:

Für Zitate bitte die folgende URL verwenden:
http://dx.doi.org/10.5445/KSP/1000044922

Abstract

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.