Creation of database for detection of unusual behaviour in surveillance videos

Author

Hobbs, Andrew ; Stephenson, Khalid ; Ferretti, Thomas ; Ferretti, Marco ; Boukari, Fatima ; Pokrajac, David D.

Author_Institution

Delaware State Univ., Dover, DE, USA

Volume

01

fYear

2013

fDate

16-19 Oct. 2013

Firstpage

93

Lastpage

100

Abstract

We propose a database schema for testing video-analytics algorithms and describe acquisition of the actual videos recorded for testing purposes. The recorded scenarios involve various kinds of behaviors that can be related to suspicious actions of human subjects. The work in progress involves automated segmentation of surveillance videos and optimization of database performance for real-time acquisition.

Keywords

image segmentation; video signal processing; video surveillance; automated segmentation; database performance optimization; database schema; human subjects; real-time acquisition; surveillance videos; unusual behaviour detection; video-analytics algorithms; Cameras; Databases; Global Positioning System; Meteorology; Real-time systems; Surveillance; Videos; Databases; Detection of unusual behaviour; Motion detection; Tracking; Video analytics;

fLanguage

English

Publisher

ieee

Conference_Titel

Telecommunication in Modern Satellite, Cable and Broadcasting Services (TELSIKS), 2013 11th International Conference on

Conference_Location

Nis

Print_ISBN

978-1-4799-0899-8

Type

conf

DOI

10.1109/TELSKS.2013.6704899

Filename

6704899