Title
Detecting Gathering Incident of Video Surveillance Based on Plane Geometry
Abstract
Gathering is an important incident of video surveillance, possibly reflecting the properties of mass disturbances. However, the incident is more difficult to detect than single-object incidents since it always has multiple detected objects. This paper proposes a plane geometry model to describe the position, trajectory and outline of the detected objects. Gathering incident is checked by a circle in which there are multiple objects. A brief detection algorithm is designed to draw a circle and check whether gathering happens. Finally, several public surveillance videos are tested, and the results indicate the proposed model is efficient, high-detection-rate and robust.
Year
DOI
Venue
2010
10.1109/MVHI.2010.170
MVHI
Keywords
Field
DocType
detecting gathering incident,important incident,brief detection algorithm,plane geometry,single-object incident,computer vision,automatic detection,multiple object,human behavior understanding,public surveillance video,mass disturbance,gathering incident,plane geometry model,video surveillance,geometry,testing,solid modeling,human behavior,layout,computational geometry,tracking
Computer vision,Object detection,Computer graphics (images),Plane (geometry),Computer science,Computational geometry,Solid modeling,Artificial intelligence,Trajectory
Conference
ISBN
Citations 
PageRank 
978-1-4244-6596-5
0
0.34
References 
Authors
6
5
Name
Order
Citations
PageRank
Zhaoquan Cai15212.23
Han Huang215930.23
Wenzhong Wu300.34
Xianheng Ma4131.75
Xiuhong Hu500.34