DocumentCode
2467772
Title
Robust localisation of pedestrians with cast shadows using homology in a monocular view
Author
Xu, Ming ; Jia, Tianyuan ; Lu, Lei ; Smith, Jeremy S.
Author_Institution
Dept. of Electr. & Electron. Eng., Xi´´an Jiaotong-Liverpool Univ., Suzhou, China
fYear
2012
fDate
14-17 Oct. 2012
Firstpage
1142
Lastpage
1146
Abstract
In this paper an object detection algorithm is proposed, which is robust in the presence of cast shadows and is based on geometric projections. The novelty of the work lies in the use of homology mapping of the foreground regions between different parallel planes within a monocular view, unlike some existing algorithms which depend on the use of multiple cameras. The results on an open video dataset are provided.
Keywords
geometry; object detection; video signal processing; video surveillance; cast shadow; geometric projection; homology mapping; monocular view; object detection algorithm; open video dataset; robust pedestrian localisation; video surveillance; Cameras; Educational institutions; Foot; Hafnium; Head; Histograms; Robustness; homography; motion detection; video surveillance;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location
Seoul
Print_ISBN
978-1-4673-1713-9
Electronic_ISBN
978-1-4673-1712-2
Type
conf
DOI
10.1109/ICSMC.2012.6377885
Filename
6377885
Link To Document