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