Using hidden markov model and dempster-shafer theory for evaluating and detecting dangerous situations in level crossing environments
作者： Houssam Salmane , Yassine Ruichek , Louahdi Khoudour
DOI: 10.1007/978-3-642-37807-2_12
关键词:
摘要: In this paper we present a video surveillance system for evaluating and detecting dangerous situations in level crossing environments. The is composed of the following main parts: robust algorithm able to detect separate moving objects perceived environment, Gaussian propagation model based dense optical flow tracking, Hidden Markov Model recognize trajectories detected objects, an uncertainty using theory evidence calculate danger allowing crossings. This method tested on real image sequences, results are discussed. work developed within framework PANsafer project, supported by ANR VTT program.
springer.com
sci-hub.st 参考文章(23)
Houssam Salmane, Yassine Ruichek, Louahdi Khoudour, Gaussian Propagation Model Based Dense Optical Flow for Objects Tracking Lecture Notes in Computer Science. pp. 234- 244 ,(2012) , 10.1007/978-3-642-31295-3_28
Alexandre R. Francois, Real-Time Multi-Resolution Blob Tracking ,(2004)
Ronald R. Yager, Mario Fedrizzi, Janusz Kacprzyk, Advances in the Dempster-Shafer theory of evidence John Wiley & Sons, Inc.. ,(1994)
A. Viterbi, Error bounds for convolutional codes and an asymptotically optimum decoding algorithm IEEE Transactions on Information Theory. ,vol. 13, pp. 260- 269 ,(1967) , 10.1109/TIT.1967.1054010
Yizong Cheng, Mean shift, mode seeking, and clustering IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 17, pp. 790- 799 ,(1995) , 10.1109/34.400568
Sukeshni N. Tamgade, Vibha R. Bora, Motion Vector Estimation of Video Image by Pyramidal Implementation of Lucas Kanade Optical Flow international conference on emerging trends in engineering and technology. pp. 914- 917 ,(2009) , 10.1109/ICETET.2009.154
Leonard E. Baum, George Sell, Growth transformations for functions on manifolds. Pacific Journal of Mathematics. ,vol. 27, pp. 211- 227 ,(1968) , 10.2140/PJM.1968.27.211
B. Ugur Töreyin, A. Enis Çetin, Anil Aksay, M. Bilgay Akhan, Moving object detection in wavelet compressed video Signal Processing-image Communication. ,vol. 20, pp. 255- 264 ,(2005) , 10.1016/J.IMAGE.2004.12.002
F.I. Bashir, A.A. Khokhar, D. Schonfeld, Object Trajectory-Based Activity Classification and Recognition Using Hidden Markov Models IEEE Transactions on Image Processing. ,vol. 16, pp. 1912- 1919 ,(2007) , 10.1109/TIP.2007.898960
Didier Dubois, Possibility theory and statistical reasoning Computational Statistics & Data Analysis. ,vol. 51, pp. 47- 69 ,(2006) , 10.1016/J.CSDA.2006.04.015