DocumentCode
2871781
Title
Analysis of wear particles using the Radon transform
Author
Leavers, V.F.
Author_Institution
Sch. of Eng., Manchester Univ., UK
Volume
4
fYear
2000
fDate
2000
Firstpage
764
Abstract
An image processing technique is presented which automatically selects and characterises only those protrusions on the wear particle most likely to be active in the process of abrasion. The image data are not analyzed directly. Information concerning angularity is extracted from the distribution generated by the transformation of the binary edge map. The method offers an analytical definition of a corner and its apex, a quantitative estimate of angularity, robustness in the presence of missing boundary points, and the potential to run automatically. The theory supporting the methodology is outlined and illustrated using simulated examples. The results of using the technique to process real image data are also presented
Keywords
Radon transforms; abrasion; edge detection; image segmentation; manufacturing processes; Radon transform; abrasion; angularity; binary edge map; image processing; image segmentation; wear particle analysis; Abrasives; Data analysis; Data mining; Fourier transforms; Fractals; Image analysis; Image processing; Powders; Robustness; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location
Barcelona
ISSN
1051-4651
Print_ISBN
0-7695-0750-6
Type
conf
DOI
10.1109/ICPR.2000.903029
Filename
903029
Link To Document