An Open Development Environment for Evaluation of Video Surveillance Systems

作者: Christopher Jaynes , Quanren Xiong , R. Matt Steele , Stephen Webb

DOI:

关键词: Complement (set theory)Human–computer interactionConstruct (python library)Ground truthGraphical user interfaceComputer scienceComponent (UML)Task (project management)Application programming interfaceDialog box

摘要: We introduce the publicly available Open Development for Video Surveillance (ODViS) system that is specifically designed to support ongoing research in tracking and video surveillance. The provides researchers with ability prototype event recognition techniques, construct manage ground truth data sets, evaluate performance of these systems within a graphical user interface. Passive surveillance are receiving an increasing amount attention both academic industrial laboratories. Meaningful evaluation important but often difficult task. Recent introduction standard datasets systems, corresponding dialog related empirical analysis have made significant progress [1]. ODViS complement efforts by providing Application Programming Interface (API) allows link specific modules into framework, interface visualizing behavior algorithms, component supports comparison different one another or predefined truth.

参考文章(5)
Monique Thonnat, Francois Bremond, Van-Thinh Vu, Automatic video interpretation: a novel algorithm for temporal scenario recognition international joint conference on artificial intelligence. pp. 1295- 1300 ,(2003)
Franco Oberti, Elena Stringa, Gianni Vernazza, Performance Evaluation Criterion for Characterizing Video-Surveillance Systems Real-time Imaging. ,vol. 7, pp. 457- 471 ,(2001) , 10.1006/RTIM.2000.0213
Quentin Delamarre, Olivier Faugeras, 3D Articulated Models and Multiview Tracking with Physical Forces Computer Vision and Image Understanding. ,vol. 81, pp. 328- 357 ,(2001) , 10.1006/CVIU.2000.0892
J.K. Aggarwal, Q. Cai, Human motion analysis: a review ieee nonrigid and articulated motion workshop. pp. 90- 102 ,(1997) , 10.1109/NAMW.1997.609859
Y.A. Ivanov, A.F. Bobick, Recognition of multi-agent interaction in video surveillance international conference on computer vision. ,vol. 1, pp. 169- 176 ,(1999) , 10.1109/ICCV.1999.791214