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
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