Driver’s Intention Estimation Based on Bayesian Networks for a Highly-Safe Intelligent Vehicle
Bo Sun and Michitaka Kameyama
Graduate School of Information Sciences, Tohoku University, Aoba-yama 6-6-05, Sendai 980-8579, Japan
-  M. Hariyama and M. Kameyama, “A Collision Detection Processor for Intelligent Vehicles,” IEICE Trans. on Electronics, Vol.E76-C, No.12, pp. 1804-1811, 1993.
-  S. Kato, N. Hashimoto, T. Ogitsu, and S. Tsugawa, “Driver Assistance Systems with Communication to Traffic Lights – Configuration of Assistance Systems by Receiving and Transmission and Field Experiments –,” J. of Robotics and Mechatronics, Vol.22, No.6 pp. 737-744, 2010.
-  H. Asano, T. Mizuno, and H. Ide, “Evaluation of Driver’s Temporary Arousal Level by Changes of Nasal Skin Temperature – Effect of Basic Arousal Level,” J. of Robotics and Mechatronics, Vol.20, No.6, pp. 880-886, 2008.
-  H. Takahashi and K. Kuroda, “Study on Intelligent Vehicle Control Considering Driver Perception of Driving Environment,” J. of Advanced Computational Intelligence and Intelligent Informatics, Vol.3, No.1, pp. 42-49, 1999.
-  R. Bishop, “A Survey of Intelligent Vehicle Applications Worldwide,” Proc. of the IEEE Intelligent Vehicles Symposium, pp. 25-30, 2000.
-  N. Van Dan and M. Kameyama, “Bayesian-Networks-Based Motion Estimation for a Highly-Safe Intelligent Vehicle,” SICE-ICASE Int. Joint Conf., pp. 6023-6026, 2006.
-  E. Castillo, J. Gutierrez, and A. Hadi, “Expert Systems and Probabilistic Network Models,” Springer, 1997.
-  F. Jensen, “Bayesian Networks and Decision Graphs,” Springer, 2001.
-  N. Friedman, M. Linial, I. Nachman, and D. Pe’er, “Using Bayesian Networks to Analyze Expression Data,” J. of Computational Biology, Vol.7, No.3/4, pp. 601-620, 2000.
-  M. Mayo and A. Mitrovic, “Optimising ITS Behaviour with Bayesian Networks and Decision Theory,” Int. J. of Artificial Intelligence in Education, Vol.12, pp. 124-153, 2001.
-  D. Corney, “Designing Food with Bayesian Belief Networks,” Evolutionary Design and Manufacture ACDM2000, pp. 83-94, 2000.
-  M. Neil, N. Fenton, and L. Nielson, “Building Large-Scale Bayesian Networks,” The Knowledge Engineering Review Archive, Vol.15, No.3, 2000.
-  K. Wojtek Przytula and D. Thompson, “Construction of Bayesian Networks for Diagnostics,” Aerospace Conf. Proc., 2000 IEEE, Vol.5, pp. 193-200, 2000.
-  B. Chen and Y. Lei, “Indoor and Outdoor People Detection and Shadow Suppression by Exploiting HSV Color Information,” Fourth Int. Conf. on Computer and Information Technology, pp. 137-142, 2004.
-  Y. Motomura, “BAYONET: Bayesian Network on Neural Network,” Foundations of Real- World Intelligence, pp. 28-37, CSLI publications, Stanford, California, 2001.
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