DocumentCode
3244512
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
fYear
2011
fDate
23-26 Nov. 2011
Firstpage
758
Lastpage
759
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Ubiquitous Robots and Ambient Intelligence (URAI), 2011 8th International Conference on
Conference_Location
Incheon
Print_ISBN
978-1-4577-0722-3
Type
conf
DOI
10.1109/URAI.2011.6146005
Filename
6146005
Link To Document