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Applied Optics

Applied Optics

APPLICATIONS-CENTERED RESEARCH IN OPTICS

  • Editor: Joseph N. Mait
  • Vol. 51, Iss. 15 — May. 20, 2012
  • pp: 3036–3045

Polarization resolved classification of winter road condition in the near-infrared region

Johan Casselgren and Mikael Sjödahl  »View Author Affiliations


Applied Optics, Vol. 51, Issue 15, pp. 3036-3045 (2012)
http://dx.doi.org/10.1364/AO.51.003036


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Abstract

Three different configurations utilizing polarized short-wave infrared light to classify winter road conditions have been investigated. In the first configuration, polarized broadband light was detected in the specular and backward directions, and the quotient between the detected intensities was used as the classification parameter. Best results were obtained for the SS-configuration. This sensor was shown to be able to distinguish between the smooth road conditions of water and ice from the diffuse road conditions of snow and dry asphalt with a probability of wrong classification as low as 7%. The second sensor configuration was a pure backward architecture utilizing polarized light with two distinct wavelengths. This configuration was shown to be effective for the important problem of distinguishing water from ice with a probability of wrong classification of only 1.5%. The third configuration was a combination of the two previous ones. This combined sensor utilizing bispectral illumination and bidirectional detection resulted in a probability of wrong classification as low as 2% among all four surfaces.

© 2012 Optical Society of America

OCIS Codes
(280.0280) Remote sensing and sensors : Remote sensing and sensors
(300.6340) Spectroscopy : Spectroscopy, infrared
(280.1350) Remote sensing and sensors : Backscattering
(130.5440) Integrated optics : Polarization-selective devices

ToC Category:
Remote Sensing and Sensors

History
Original Manuscript: January 20, 2012
Manuscript Accepted: January 24, 2012
Published: May 18, 2012

Citation
Johan Casselgren and Mikael Sjödahl, "Polarization resolved classification of winter road condition in the near-infrared region," Appl. Opt. 51, 3036-3045 (2012)
http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-51-15-3036


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References

  1. C.-G. Wallman and H. Åström, Friction Measurement Methods and the Correlation between Road Friction and Traffic Safety (Swedish National Road and Transport Research Institute, 2001).
  2. J. Casselgren, M. Sjödahl, and J. LeBlanc, “Angular spectral response from covered asphalt,” Appl. Opt. 46, 4277–4288 (2007). [CrossRef]
  3. J. Casselgren, M. Sjödahl, M. Sanfridsson, and S. Woxneryd, “Classification of road conditions—to improve safety,” in Advanced Microsystems for Automotive Applications 2007 (Springer, 2007).
  4. C. Ciamberlini, G. Innocenti, and G. Longobardi, “An optoelectronic prototype for the detection of road surface conditions,” Rev. Sci. Instrum. 66, 2684–2689 (1995). [CrossRef]
  5. W. M. Irvine and J. B. Pollack, “Infrared optical properties of water and ice spheres,” Icarus 8, 324–360 (1968).
  6. A. W. Nolan and J. Dozier, “A hyperspectral method for remotely sensing the grain size of snow,” Remote Sens. Environ. 74, 207–216 (2000). [CrossRef]
  7. M. M. Matsumoto, “Molecular dynamics simulation of the ice nucleation and growth process leading to water freezing,” Nature 416, 409–413 (2002). [CrossRef]
  8. B. A. Barbour, “Ice monitoring and detection system,” U.S. patent 5,557,261 (17September1994).
  9. D. Gregoris, S. Yu, and F. Teti, “Multispectral imaging of ice,” in Canadian Conference on Electrical and Computer Engineering (IEEE, 2004), Vol. 4, pp. 2051–2056.
  10. C. I. R. Blackwood, “Apparatus and method for ice detection,” U.S. patent 5,243,185 (7September1993).
  11. J. Reed and B. Barbour, “Remote passive road ice sensor system,” NRC report, http://ntl.bts.gov/lib/20000/20400/20453/PB98128572.pdf .
  12. M. Born and E. Wolf, Principles of Optics: Electromagnetic Theory of Propagation, Interference and Diffraction of Light (Cambridge University, 1999).

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