DocumentCode :
3465207
Title :
Crowd detection in video sequences
Author :
Reisman, Pini ; Mano, Ofer ; Avidan, Shai ; Shashua, Amnon
Author_Institution :
MobilEye Vision Technol. Ltd., Jerusalem, Israel
fYear :
2004
fDate :
14-17 June 2004
Firstpage :
66
Lastpage :
71
Abstract :
We present a real-time system that detects moving crowd in a video sequence. Crowd detection differs from pedestrian detection in that we assume that no individual pedestrian can be properly segmented in the image. We propose a scheme that looks at the motion patterns of crowd in the spatio-temporal domain and give an efficient implementation that can detect crowd in real-time. In our experiments we detected crowd at distances of up to 70 m.
Keywords :
image motion analysis; image segmentation; image sequences; object detection; road safety; video signal processing; crowd motion patterns; image segmentation; moving crowd detection; pedestrian detection; real time system; road safety; spatiotemporal domain; video sequence; Cameras; Computer vision; Humans; Image segmentation; Layout; Lighting; Motion detection; Radar detection; Shape; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Vehicles Symposium, 2004 IEEE
Print_ISBN :
0-7803-8310-9
Type :
conf
DOI :
10.1109/IVS.2004.1336357
Filename :
1336357
Link To Document :
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