Laser-camera Compositite Sensing for Road Detection and Tracking

W.S. Wijesoma, K.R.S. Kodagoda, and A.P. Balasuriya

References

  1. [1] D. Pomerleau & T. Jochem, Rapidly adapting machine visionfor autonomated vehicle steering, IEEE Expert, 11(2), 1996,19–27. doi:10.1109/64.491277
  2. [2] E.D. Dickmanns & B.D. Mysliwetz, Recursive 3D road andrelative ego-state recognition, IEEE Trans. Pattern Analysisand Machine Intelligence, 14(2), 1992, 199–213. doi:10.1109/34.121789
  3. [3] M. Bertozzi & A. Broggi, GOLD: A parallel real-time stereovision system for generic obstacle and lane detection, IEEETrans. Image Processing, 7(1), 1998, 62–81. doi:10.1109/83.650851
  4. [4] D.A. Pomerleau, Progress in neural network-based vision forautonomous robot driving, Proc. Intelligent Vehicles ’92 Symp.,Detroit, MI, 1992, 391–396.
  5. [5] K. Kluge, Extracting road curvature and orientation fromimage edge points without perceptual grouping into features,Proc. Intelligent Vehicles’94 Symp., 1994, 109–114. doi:10.1109/IVS.1994.639482
  6. [6] K. Kluge & S. Lakshmanan, A deformable-template approachto lane detection, Proc. Intelligent Vehicles ’95 Symp., Detroit,MI, 1995, 54–59. doi:10.1109/IVS.1995.528257
  7. [7] R. Aufr`ere, R. Chapuis, & F. Chausse, A model drivenapproach for real time road recognition, International Journalof Machine Vision and Applications, 13, 2001, 93–107.
  8. [8] S. Lakshmanan & D. Grimmer, A deformable template approach to detecting straight edges in radar images, IEEETrans. Pattern Analysis and Machine Intelligence, 18(4), 1996,438–443. doi:10.1109/34.491625
  9. [9] K. Kaliyaperumal, S. Lakshmanan, & K. Kluge, An algorithmfor detecting roads and obstacles in radar images, IEEE Trans.Vehicular Technology, 50(1), 2001, 170–182. doi:10.1109/25.917913
  10. [10] B. Ma, S. Lakshmanan, & A.O. Hero, Simultaneous detectionof lane and pavement boundaries using model-based multisensor fusion, IEEE Trans. Intelligent Transportation Systems,1(3), 2000, 135–147. doi:10.1109/6979.892150
  11. [11] M. Nikolova & A. Hero, Segmentation of a road from a vehicle-mounted radar and accuracy of the estimation, Proc. IEEEIntelligent Vehicles Symp., Paris, 2000, 284–289.
  12. [12] J. Sparbert, K. Dietmayer, & D. Streller, Lane detection andstreet type classification using laser range images, Proc. ITSC2001, IEEE 4th Int. Conf. on Intelligent Transport Systems,Oakland, CA, August 2001, 454–459.
  13. [13] A. Kirchner & Th. Heinrich, Model based detection of roadboundaries with a laser scanner, Proc. IEEE Int. Conf. onIntelligent Vehicles, Vol. 1, Stuttgart, Germany, 1998, 93–98.
  14. [14] Laser measurement systems: Production overview, SICK AG,Auto Ident, Germany, 2002.156
  15. [15] T. Dunlay, Obstacle avoidance perception processing for theautonomous land vehicle, Proc. Conf. of IEEE Robotics andAutomation, Vol. 2, Philadelphia, PA, 1998, 912–917. doi:10.1109/ROBOT.1988.12176
  16. [16] D. Dedieu, V. Cadenat, & P. Soueres, Mixed camera-laserbased control for mobile robot navigation, Proc. IEEE/RSJ Int.Conf. on Intelligent Robots and Systems, Vol. 2, Takamatsu,Japan, 2000, 1081–1086. doi:10.1109/IROS.2000.893163
  17. [17] J.A. Castellanos, J. Neira, & D. Tardos, Multisensor fusion forsimultaneous localization and map building, IEEE Trans. onRobotics and Automation, 17(6), 2001, 908–914. doi:10.1109/70.976024
  18. [18] J. Neira, J.D. Tardos, J. Horn, & G. Schmidt, Fusing range andintensity images for mobile robot localization, IEEE Trans. onRobotics and Automation, 15(1), 1999, 76–84. doi:10.1109/70.744604
  19. [19] M.D. Adams, Sensor modelling, design and data processing forautonomous navigation (Singapore: World Scientific Publishing, 1999).
  20. [20] S. Julier, J. Uhlmann, & H.F. Durrant-Whyte, A new methodfor the nonlinear transformation of means and covariances infilters and estimators, IEEE Trans. on Automatic Control,2000, 477–482. doi:10.1109/9.847726
  21. [21] Z. Zhang & O. Faugeras, 3D dynamic scene analysis (NewYork: Springer Velberg, 1992).
  22. [22] Connecticut Department of Transportation, Highway DesignManual, January 1999.
  23. [23] W.S. Wijesoma, K.R.S. Kodagoda, & A.P. Balasuriya, A laser-vision sensing for road detection and reconstruction, Proc.IEEE 5th Int. Conf. on Intelligent Transportation Systems(ITSC 2002), Singapore, 2002, 248–253. doi:10.1109/ITSC.2002.1041223
  24. [24] Y. Bar-Shalom & X.R. Li, Estimation and tracking: Principles,techniques, and software (Boston: Artech House, 1993).
  25. [25] http://www.hitachi.co.jp.
  26. [26] E.K. Teoh, W.S. Wijesoma, D.W. Wang, A.P. Balasuriya,K.R.S. Kodagoda, Z.K. Lu, C. Ye, & C.S. Tan, Developmentof a test-bed for outdoor AGV research, Electrical and Electronic Engineering Research, Nanyang Technological University, Singapore, January 2001, 70–71.

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