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Perception Tasks: Lane Detection

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Abstract

The localization of painted road markings is a key aspect of environment reconstruction in urban, rural, and highway areas, allowing a precise definition of the safely drivable area in front of the vehicle.

Lane detection algorithms are largely exploited by active safety systems in the automotive field, with the aim of warning the driver against unintended road departures, but are also essential in fully autonomous vehicles, since they complement the data coming from other sources, like digital maps, making it possible to navigate precisely even in complex scenarios.

This chapter introduces potential approaches and requirements for lane detection and describes in detail one of such algorithms and its results.

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References

  • Bertozzi M, Broggi A, Fascioli A (1998) Stereo inverse perspective mapping: theory and applications. Image Vis Comput J 8(16):585–590

    Article  Google Scholar 

  • Bertozzi M, Bombini L, Broggi A, Buzzoni M, Cardarelli E, Cattani S, Cerri P, Debattisti S, Fedriga RI, Felisa M, Gatti L, Giacomazzo A, Grisleri P, Laghi MC, Mazzei L, Medici P, Panciroli M, Porta PP, Zani P (2010) The VisLab intercontinental autonomous challenge: 13,000 km, 3 months, no driver. In: Proceedings of the 17th World congress on ITS, Busan, South Korea, Oct 2010

    Google Scholar 

  • Bin Zhang W, Parsons R (1994) Intelligent roadway reference system for vehicle lateral guidance and control, United States Patent 5347456, September 1994

    Google Scholar 

  • Broggi A, Cappalunga A, Caraffi C, Cattani S, Ghidoni S, Grisleri P, Porta PP, Posterli M, Zani P (2010) TerraMax vision at the urban challenge 2007. IEEE Trans Intell Trans Syst 11(1):194–205

    Article  Google Scholar 

  • Buehler M, Iagnemma K, Singh S (2009) The DARPA urban challenge: autonomous vehicles in city traffic. In: The proceedings of the DARPA Urban Challenge, Seattle, 2009

    Google Scholar 

  • Frchet MM (1906) Sur quelques points du calcul fonctionnel. Rendiconti del Circolo Matematico di Palermo (1884–1940), 22(1):132–136

    Google Scholar 

  • Hakimi SL, Schmeichel EF (1991) Fitting polygonal functions to a set of points in the plane. CVGIP: Graph Models Image Process 53(2):132–136

    Article  MATH  Google Scholar 

  • Hangouet JF (1995) Computation of the Hausdorff distance between plane vector polylines. In: Proceedings of the twelfth international symposium on computer-assisted cartography, vol 4, Charlotte, North Carolina, USA, pp 1–10

    Google Scholar 

  • Mallot HA, Bülthoff HH, Little JJ, Bohrer S (1991) Inverse perspective mapping simplifies optical flow computation and obstacle detection. Biol Cyberne 64:177–185

    Article  MATH  Google Scholar 

  • McMaster RB (1986) A statistical analysis of mathematical measures for linear simplification. Cartograph Geograph Inform Sci 13(2):103–116

    Article  Google Scholar 

  • Nedevschi S, Oniga F, Danescu R, Graf T, Schmidt R (2006) Increased accuracy stereo approach for 3D lane detection. In: IEEE intelligent vehicles symposium, Tokyo, Japan, pp 42–49, June 2006

    Google Scholar 

  • Peuquet DJ (1992) An algorithm for calculating minimum euclidean distance between two geographic features. J Comput Geosci 18(8):989–1001

    Article  Google Scholar 

  • Shladover SE (2007) Lane assist systems for bus rapid transit, Volume I: Technology Assessment. California path research report UCB-ITS-PRR-2007-21

    Google Scholar 

  • VisLab (2010) VIAC web site. http://viac.vislab.it

  • Zhang W-B (1991) A roadway information system for vehicle guidance/control. In: Vehicle navigation and information systems conference 1991, vol 2, Dearborn, pp 1111–1116, Oct 1991

    Google Scholar 

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Correspondence to Paolo Zani .

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© 2012 Springer-Verlag London Ltd.

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Mazzei, L., Zani, P. (2012). Perception Tasks: Lane Detection. In: Eskandarian, A. (eds) Handbook of Intelligent Vehicles. Springer, London. https://doi.org/10.1007/978-0-85729-085-4_40

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