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Polarization resolved classification of winter road condition in the near-infrared region
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Fluid and Experimental Mechanics.
Luleå University of Technology, Department of Engineering Sciences and Mathematics, Fluid and Experimental Mechanics.ORCID iD: 0000-0003-4879-8261
2012 (English)In: Applied Optics, ISSN 1559-128X, E-ISSN 2155-3165, Vol. 51, no 15, p. 3036-3045Article in journal (Refereed) Published
Abstract [en]

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.

Place, publisher, year, edition, pages
2012. Vol. 51, no 15, p. 3036-3045
National Category
Applied Mechanics
Research subject
Experimental Mechanics
Identifiers
URN: urn:nbn:se:ltu:diva-9361DOI: 10.1364/AO.51.003036ISI: 000304246400031PubMedID: 22614608Scopus ID: 2-s2.0-84861368202Local ID: 7f660680-c54d-11de-b769-000ea68e967bOAI: oai:DiVA.org:ltu-9361DiVA, id: diva2:982299
Projects
CASTT - Centre for Automotive Systems Technologies and Testing
Note
Validerad; 2012; 20091030 (mike)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2018-07-10Bibliographically approved

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Casselgren, JohanSjödahl, Mikael

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