A new real-time hardware architecture for road line tracking using a particle filter

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2006, Pages 736-741

  Alarcón, Jaime ^a   Salvador, Rubén ^a   Moreno, Félix ^a   Cobos, Pedro ^a   López, Ignacio ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCED DRIVER ASSISTANCE SYSTEMS; AUTOMOBILE DRIVERS; BANDPASS FILTERS; COMPUTER HARDWARE; DISTRIBUTED COMPUTER SYSTEMS; HARDWARE; IMAGE PROCESSING; INDUSTRIAL ELECTRONICS; MONTE CARLO METHODS; RECONFIGURABLE HARDWARE; ROADS AND STREETS; VIDEO CAMERAS;

ALTERA CYCLONES; DETERMINISTIC TECHNIQUE; HARDWARE SYSTEM; HIGH RELIABILITY; INTERACTION SYSTEMS; REAL-TIME HARDWARE; REAL-TIME IMAGE PROCESSING; SECONDARY SAFETY;

REAL TIME SYSTEMS;

EID: 50249112569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2006.347566     Document Type: Conference Paper

References (17)

1. A. Oyaide; Cari Shooter; Adam Heenan; Volver Willhoeft*; "Lane and Road Detection Using Video and Laser Scanner Data". TRW Conekt; *IBEO Motor vehicle Sensor GMBH
2. Aparicio, F., Páez, J.,Moreno, F., Jiménez, F. and López, A. Discussion of a new adaptive speed control system incorporating the geometric characteristics of the roadway, Int. J. Vehicle Autonomous Systems, Vol.3, No. 1, pp.47 to 64. 2005.
3. Arata Takahashi, Yoshiki Ninomiya, "Model-Based Lane Recognition", Toyota Central R&D Labs., Inc.
4. F. Aparicio, EEVC WG19 Activities on Primary and Secondary Safety Interaction, European Enhanced Vehicle-safety Committee (EEVC), 2005, http://www.eevc.org/publicdocs/ESV2005_WGl 9_05-0462-0.pdf
5. F. Moreno, F. Aparicio, W. Hernández and J. Páez, A low-cost real-time FPGA solution for driver drowsiness detection in: Proc. 29th Annual Conference, IEEE Ind. Elect. Society, IECON'03. Virginia (USA), ISBN:0-7803-7906-3/03
6. F. Moreno and F. Aparicio, "A low-cost real-time image processing system for driver drowsiness detection". FISITA 2004, World Automotive Congress, Barcelona (Spain), May 2004. ISBN: B-26597-04
7. G. L. Bates and S. Nooshabadi, "FPGA Implementation of a Median Filter", in Proceedings of the IEEE TENCON '97, IEEE Region 10 Annual Conference, Speech and Image Technologies for Computing and Telecommunications, vol. 2, 2-4 Dec. 1997, pp. 437-440.
8. Greg Welch and Gary Bishop. "An Introduction to the Kalman Filter". Department of Computer Science, University of North Carolina at Chapel Hill.
9. K. Murphy 2004. Kalman Filter Toolbox for MatLab.
10. M. Sanjeev Arulampalam, Simon Maskell, Neil Gordon, and Tom Clapp "A Tutorial on Particle Filters for Online Nonlinear/ Non-Gaussian Bayesian Tracking". IEEE Transactions on Signal Processing, vol. 50, No. 2 February 2002.
11. N. de Freitas. "Rao-Blackwellised Particle Filtering for Fault Diagnosis". Dept. of Computer Science, University of British Columbia.
12. P. Cobos, "Real Time Hardware Vision System Applications: Optical Flow and Time to Contact Detector Units", in Proc. Int. Conf. on Devices, Circuits and Systems (ICCDCS04), IEEE Cat.: 04TH8783, ISBN. 0-7803-8777-5, Punta Cana, Dominican Republic, 2004, vol. I, pp 281-288.
13. P. M. Kogge, The Architecture of Pipelined Computers, Hemisphere Publishing Corporation, McGraw-Hill Book Co., 1981, ISBN: 0-07-035237-2
14. R. C. Gonzalez and R. E. Woods, Digital Image Processing, Prentice Hall Inc., International Edition, 2002, ISBN:0-201-18075-8.
15. S. Atev, H. Arunugam, O. Masoud, R.Janardan and N.P. Papankoluppoulos, "A Vision-Based Approach to Collision Prediction at Traffic Intersections," IEEE Trans. on Intelligent Transportation Syst., vol. 6, pp 416-423, Dec. 2005.
16. S. Jörg, J. Langwald and M. Nicki, "FPGA based Real-Time Visual Servoing", ICPR 2004, in Proceedings of the 17th International Conference on Pattern Recognition, vol. 1, 23-26 Aug. 2004, pp. 749-752.
17. W. Wen, and J. Yang, "Detection of Text on Road Signs From Video," IEEE Transactions on Intelligent Transportation Systems, vol. 5, pp 378-390, Dec. 2005.