• DocumentCode
    3473175
  • Title

    Measurement of bitumen coverage of stones for road building, based on digital image analysis

  • Author

    Källén, Hanna ; Heyden, Anders ; Åström, Kalle ; Lindh, Per

  • Author_Institution
    Centre for Math. Sci., Lund Univ., Lund, Sweden
  • fYear
    2012
  • fDate
    9-11 Jan. 2012
  • Firstpage
    337
  • Lastpage
    344
  • Abstract
    The top layer of a road is made up of a mixture of stones and bitumen and the durability is dependent on how well the bitumen adheres to the stones. The standard way of determining the bitumen coverage in the industry is the so called rolling bottle method, where a number of stones covered with bitumen are put in a rolling bottle and the bitumen coverage is estimated after different times. This paper describes a novel method for measuring the bitumen coverage of the stones by using advanced segmentation methods instead of manual inspection. The stones are put on a table and a number of images with different exposure times are taken. The images are normalized and the stones are segmented from the background based on a threshold obtained from an optimality criterion. Then the bitumen covered parts of the stones are segmented based on a graph-cut method. The results are compared to manual inspection and are well in agreement with these.
  • Keywords
    bitumen; durability; graph theory; image segmentation; road building; rolling; advanced segmentation method; bitumen coverage measurement; digital image analysis; durability; graph-cut method; optimality criterion; road building; road top layer; rolling bottle method; stone; Digital images; Image analysis; Image color analysis; Image edge detection; Image segmentation; Roads; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Applications of Computer Vision (WACV), 2012 IEEE Workshop on
  • Conference_Location
    Breckenridge, CO
  • ISSN
    1550-5790
  • Print_ISBN
    978-1-4673-0233-3
  • Electronic_ISBN
    1550-5790
  • Type

    conf

  • DOI
    10.1109/WACV.2012.6163036
  • Filename
    6163036