Title :
A video interpretation platform applied to bank agency monitoring
Author :
Georis, B. ; Mazière, M. ; Brémond, F. ; Thonnat, M.
Author_Institution :
Inria Sophia-Antipolis, France
Abstract :
We present a real time platform for semantic video interpretation applied to bank agency monitoring. The proposed system is a multicamera platform, which recognizes user-predefined scenarios, such as bank attack scenarios. These scenarios are modelled by domain experts using a back and forth process and based on a representation language. In order to address bank monitoring issues, the system has been improved based on two evaluation types. First, a repair stage guided by a careful technical evaluation has been performed at each level of the interpretation chain. As a consequence, the robustness obtained was sufficient enough to recognize all scenarios of interest. Second, an end-user evaluation has helped the experts to improve the scenario models to adapt them to real life situations. We report results of scenario recognition performances on real video sequences taken in a bank agency.
Keywords :
banking; computerised monitoring; image sequences; object recognition; performance evaluation; real-time systems; video cameras; bank agency monitoring; bank scenario recognition; end-user evaluation; multicamera platform; performance evaluation; real video sequences; representation language; semantic video interpretation; technical evaluation;
Conference_Titel :
Intelligent Distributed Surveilliance Systems, IEE
Print_ISBN :
0-86341-392-7
DOI :
10.1049/ic:20040097