Abstract
This paper describes a monocular vision-based Adaptive Cruise Control (ACC) System in the framework of Intelligent Transportation Systems (ITS) technologies. The challenge is to use a single camera as input, in order to achieve a low cost final system that meets the requirements needed to undertake serial production.
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References
Widman, G.R., Bauson, W.A., Alland, S.W.: Development of collision avoidance systems at Delphi Automotive Systems. In: Proc. Int. Conf. Intelligent Vehicles, pp. 353–358 (1998)
Williamson, T., Thorpe, C.: Detection of small obstacles at long range using multibaseline stereo. In: Proc. Int. Conf. Intelligent Vehicles, pp. 311–316 (1998)
Labayrade, R., Royere, C., Gruyer, D., Aubert, D.: Cooperative fusion for multi-obstacles detection with use of stereovision and laser scanner. In: Proc. Int. Conf. on Advanced Robotics, pp. 1538–1543 (2003)
Broggi, A., Bertozzi, M., Fascioli, A.: The Argo autonomous vehicle’s vision and control systems. International Journal of Intelligent Control and Systems 3(4), 409–441 (2000)
Stein, G.P., Mano, O., Shashua, A.: Vision-based ACC with a single camera: bounds on range and range rate accuracy. In: Proc. Int. Conf. Intelligent Vehicles (2002)
Christopher Burges, J.C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery 2, 121–167 (1998)
Dickmanns, E.D., Mysliwetz, B.D.: Recursive 3-D Road and Relative Ego-State Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 14(2) (February 1992)
Shashua, A., Gdalyahu, Y., Hayun, G.: Pedestrian detection for driving assistance systems: single frame classification and system level performance. In: Proc. IEEE Intelligent Vehicles Symposium, Parma, Italy, June 14-17, pp. 1–6 (2004)
Nuevo, J.: TestBuilder Tutorial. Technical Report, Department of Electronics, University of Alcalá (2005), http://www.depeca.uah.es/pub/vision/SVM/manual
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Sotelo, M.Á., Nuevo, J., Ocaña, M., Bergasa, L.M. (2005). A Monocular Solution to Vision-Based ACC in Road Vehicles. In: Moreno Díaz, R., Pichler, F., Quesada Arencibia, A. (eds) Computer Aided Systems Theory – EUROCAST 2005. EUROCAST 2005. Lecture Notes in Computer Science, vol 3643. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11556985_65
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DOI: https://doi.org/10.1007/11556985_65
Publisher Name: Springer, Berlin, Heidelberg
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