Deep learning algorithm for autonomous driving using GoogLeNet

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2017, Pages 89-96

  Al Qizwini, Mohammed ^a   Barjasteh, Iman ^a   Al Qassab, Hothaifa ^a   Radha, Hayder ^a  

^a Michigan State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DEEP LEARNING; EXTRACTION; FEATURE EXTRACTION; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; NEURAL NETWORKS; ROAD AND STREET MARKINGS; VEHICLES;

AFFORDANCES; AUTONOMOUS DRIVING; AUTONOMOUS VEHICLES; CONVOLUTIONAL NEURAL NETWORK; LEARNING-BASED ALGORITHMS; ROAD MARKING;

LEARNING ALGORITHMS;

EID: 85028088117     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2017.7995703     Document Type: Conference Paper

References (14)

1. D. a Pomerleau, "Alvinn: An autonomous land vehicle in a neural network, " Adv. Neural Inf Process. Syst. 1, pp. 305 313, 1989.
2. S. Oh, E. Kim, and J. Lee, "Autonomous Intelligent Cruise Control using Scanning Laser Sensor, " pp. 1 7.
3. C. Chen, A. Seff, A. Kornhauser, and J. Xiao, "DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving, " 2015 IEEE mt. Conf Coniput. Vis., pp. 2722 2730, 2015.
4. B. Huval, T. Wang, S. Tandon, J. Kiske, W. Song, J. Pazhayampallil, M. Andriluka, P. Rajpurkar, T. Migimatsu, R. Cheng-Yue, F. Mujica, A. Coates, and A. Y. Ng, "An Empirical Evaluation of Deep Learning on Highway Driving, " arXiv, pp. 1 7, 2015.
5. M. Aly, "Real Time Lane Detection in Urban Streets, " Intell. Veh. Synip., pp. 1 3, 2008.
6. A. Jazayeri, H. Cai, J. Y. Zheng, and M. Tuceryan, "Vehicle Detection and Tracking in Car Video Based on Motion Model, " Intell. Transp. Syst. IEEE Trans., vol. 12, no. 99, pp. 1 13, 2011.
7. M. Felsberg, A. Robinson, and K. Ofj, Visual Autonomous Road Following by Symbiotic Online Learning, " no. Iv, 2016.
8. B. Wymann, 0. Antonio, and A. Corral, "T.O.R.C.S. Manual installation and Robot tutorial."
9. Z. Xu, J. Jiang, and Y. Liu, "Experimental Research of Vehicle-Platoon Coordination Control Based on TORCS Platform, " pp. 7404-7409, 2016.
10. J. Huang, I. Tanev, and K. Shimohara, "Evolving a General Electronic Stability Program for Car Simulated in TORCS, " pp. 446-453, 2015.
11. A. Krizhevsky, I. Sutskever, and O. E. Hinton, "ImageNet Classification with Deep Convolutional Neural Networks, " Adv. Neural Inf Process. Syst., pp. 1 9, 2012.
12. C. Szegedy, W. Liu, Y. Jia, and P. Sermanet, "Going deeper xith convolutions, " arXiv Prepr. arXiv 1409.4842, 2014.
13. K. Simonyan and A. Zisserman, "Very Deep Convolutional Networks for Large-Scale Image Recognition, " Int. Conf Learn. Represent., pp. 1 14, 2015.
14. M. Zeiler and Ro. Fergus, "Visualizing and Understanding Convolutional Networks, " pp. 1 11, 2015.