Novel Collision Warning System using Neural Networks |
Kim, Beomseong
(School of Electrical & Electronics Engineering, Yonsei University)
Choi, Baehoon (School of Electrical & Electronics Engineering, Yonsei University) An, Jhonghyun (School of Electrical & Electronics Engineering, Yonsei University) Hwang, Jaeho (Advanced Research Team, Hyundai Mobis Co., Ltd.) Kim, Euntai (School of Electrical & Electronics Engineering, Yonsei University) |
1 | H. Jung, S.-G. Kim, and Y.-G. Kim, "Use of Fuzzy technique for Calculating Degree of Collision Risk in Obstacle Avoidance of Unmanned Underwater Vehicles," Journaol of The Korean Institute of Intelligent Systems, vol.21, no.1, pp.112-119, 2011. (In Korean) 과학기술학회마을 DOI |
2 | National Highway Traffic Safety Administration (www.nhtsa.gov) |
3 | European New Car Assessment Programme (www.euroncap.com) |
4 | Ministry of Land, Infrastructure and Transport (www.molit.go.kr) |
5 | B. Kim, B. Choi, J. An, H. Lee, and E. Kim, "Prediction of Centerlane Violation for vehicle in opposite direction using Fuzzy Logic and Interacting Multiple Model," Journaol of The Korean Institute of Intelligent Systems, vol.23, no.5, pp.444-450, 2013. (In Korean) 과학기술학회마을 DOI |
6 | Ciuseppe De Nicolao, Antonella Ferrara, Luisa Giacomini, "Onboard sensor-based collision risk assessment to improve pedestrians' safety," IEEE Transactions on Vehicular Technology, Vol. 56, No. 5, 2007. |
7 | Specht, Donald F., "A general regression neural networks," IEEE Transactions on Neural Networks, Vol. 2, No. 6, 1991. |
8 | Alex J. Smola, Bernhard Scholkopf, "A tutorial on Support vector Regression," Statistics and computing, 2004. |
9 | G.B. Huang, and Q.Y. Zhu, "Extreme learning machine: a new learning scheme of feedforward neural networks," In Proc. IEEE International Joint Conference on Neural Networks, vol. 2, pp. 985-990, 2004. |
10 | B. Kim, S. Park, B. Choi, E. Kim, H. Lee, H. Kang,"Collision risk assessment for pedestrians' safety using neural network," Journal of Institute of Control, robotics and Systems, vol. 17, no. 1, pp. 6-11, 2011. (In Korean) DOI |
11 | B. Kim, S. Park, B. Choi and E. Kim, "Intelligent collision risk assessment based on neural network ensemble," In Proc. of The Society of Instrument and Control Engineers Annual Conference (SICE2010), pp. 2893-2895, Taipei, Taiwan, August 2010 |
12 | B. Kim, B. Choi, E. Kim, C. Ko, J. Hwang, "Collision risk assessment algorithm using front-view vehicle information," In Proc. of Korean Society of Automotive Engineers, pp. 925-927, 2013. (In Korean) |
13 | PreScan, Tassinternational (www.tassinternational.com/prescan ) |
14 | S. Park, B. Kim, E. Kim, H. Lee, and H. J. Kang, "Recursive probabilistic approach to collision risk assessment for pedestrians' safety," Journaol of The Korean Institute of Intelligent Systems, vol.21, no.4, pp.475-480, 2011. (In Korean) 과학기술학회마을 DOI |