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A Real-Time Curb Detection Method for Vehicle by Using a 3D-LiDAR Sensor

Journal Article
2021-01-0076
ISSN: 2641-9637, e-ISSN: 2641-9645
Published April 06, 2021 by SAE International in United States
A Real-Time Curb Detection Method for Vehicle by Using a 3D-LiDAR Sensor
Sector:
Citation: Du, Z., Wu, J., He, R., Wang, G. et al., "A Real-Time Curb Detection Method for Vehicle by Using a 3D-LiDAR Sensor," SAE Int. J. Adv. & Curr. Prac. in Mobility 3(4):1923-1932, 2021, https://doi.org/10.4271/2021-01-0076.
Language: English

References

  1. Luettel , T. , Himmelsbach , M. , and Wuensche , H.J. Autonomous Ground Vehicles Concepts and a Path to the Future Proceedings of the IEEE 100 1831 1839 2012
  2. Han , J. , Kim , D. , Lee , M. , and Sunwoo , M. Enhanced Road Boundary and Obstacle Detection Using a Downward-Looking LIDAR Sensor IEEE Transactions on Vehicular Technology 61 971 985 2012
  3. Hata , A.Y. , and Wolf , D.F. Feature Detection for Vehicle Localization in Urban Environments Using a Multilayer LIDAR IEEE Transactions on Intelligent Transportation Systems 17 420 429 2016
  4. Suhr , J.K. , Jang , J. , Min , D. , and Jung , H.G. Sensor Fusion-Based Low-Cost Vehicle Localization System for Complex Urban Environments IEEE Transactions on Intelligent Transportation Systems 18 1078 1086 2017
  5. Wang , G. , Wu , J. , He , R. , and Tian , B. Speed and Accuracy Tradeoff for LiDAR Data based Road Boundary Detection IEEE/CAA Journal of Automatica Sinica 10.1109/JAS.2020.1003414
  6. Bar Hillel , A. , Lerner , R. , Levi , D. , and Raz , G. Recent Progress in Road and Lane Detection: A Survey Machine Vision and Applications 25 727 745 2014
  7. Seibert , A. , Hähnel , M. , Tewes , A. et al. Camera Based Detection and Classification of Soft Shoulders, Curbs and Guardrails IEEE Intelligent Vehicles Symposium (IV). IEEE 853 858 2013
  8. Helala , M.A. , Pu , K.Q. , Qureshi , F.Z. Road Boundary Detection in Challenging Scenarios[C] IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance IEEE 2012 428 433
  9. Oniga , F. , Nedevschi , S. Polynomial Curb Detection Based on Dense Stereovision for Driving Assistance [C] International IEEE Conference on Intelligent Transportation Systems IEEE 2010 1110 1115
  10. Bo , L. , and Tao , G. Lane Detection based on Improved Least Square Fitting[J] Information Technology 2015
  11. Zhang , W. LIDAR-Based Road and Road-Edge Detection[C] Intelligent Vehicles Symposium IEEE 2010
  12. Zhao , G. , Yuan , J. Curb Detection and Tracking Using 3D-LIDAR Scanner[C] IEEE International Conference on Image Processing IEEE 2013
  13. Tamimi , H. , Andreasson , H. , Treptow , A. et al. Localization of Mobile Robots with Omnidirectional Vision using Particle Filter and Iterative SIFT[J] Robotics and Autonomous Systems 54 9 758 765 2006
  14. Guangjing , Li , Hong , Bao , Cheng , Xu A Real-Time Road Edge Extraction Algorithm based on 3D Lidar [J] Computer Science 2018 045 009 294 298
  15. Kodagoda , K.R.S. , Wijesoma , W.S. , and Balasuriya , A.P. CuTE: Curb Tracking and Estimation[J] IEEE Transactions on Control Systems Technology 14 5 951 957 2006
  16. Tan , J. , Li , J. , An , X. et al. Robust Curb Detection with Fusion of 3D-Lidar and Camera Data[J] Sensors 14 5 9046 9073 2014
  17. Agunbiade , O.Y. , Ngwira , S.M. , and Zuva , T. Enhancement Optimization of Drivable Terrain Detection System for Autonomous Robots in Light Intensity Scenario[J] The International Journal of Advanced Manufacturing Technology 74 5-8 629 636 2014
  18. Yan-Feng , L. , Shou-Bin , W. , Zhong-A , T. et al. Airborne LIDAR Point Cloud Data Filter Based on K-D Tree [J] Engineering of Surveying and Mapping 2009
  19. Zhang , Y. , Wang , J. , Wang , X. , and Dolan , J. Road-Segmentation-Based Curb Detection Method for Self-Driving via a 3D-LiDAR Sensor IEEE Trans. Intelligent Transportation System 19 12 3981 3991 Dec. 2018
  20. Thrun , S. , Burgard , W. , and Fox , D. Probabilistic Robotics MIT Press 2005

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