Title :
Moving object detection and tracking from moving camera
Author :
Kim, Won Jin ; Kweon, In-So
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Abstract :
In this paper, we deal multi moving object detection and tracking under moving camera. Moving objects are detected by homography-based motion detection. After moving objects are detected, we apply online-boosting trackers to track moving objects. Because each tracker and detector is measured independently, we integrate two systems into one system. Hence, our algorithm detects and tracks multi moving objects without background modeling. We show experiment results from sequences which are obtained from natural outdoor scene.
Keywords :
image sensors; object detection; object tracking; homography based motion detection; moving camera; object detection; object tracking; online boosting trackers; Cameras; Detectors; Feature extraction; Object detection; Robot vision systems; Target tracking; Moving object detection; multi-object tracking; online learning; surveillance;
Conference_Titel :
Ubiquitous Robots and Ambient Intelligence (URAI), 2011 8th International Conference on
Conference_Location :
Incheon
Print_ISBN :
978-1-4577-0722-3
DOI :
10.1109/URAI.2011.6146005