Title :
A New Morphological Algorithm for Round Contour Extraction of Brinell Hardness Indent Image
Author :
Dandan, Li ; Daren, Yu ; Jianfei, Liu
Author_Institution :
Sch. of Power Sci. & Eng., Harbin Institue of Technol., Harbin, China
Abstract :
This Paper described a new algorithm for round contour extraction of indent image on metal surface after Brinell hardness test. Morphological theory was employed to extract round contour of indent image effectively. Based on characteristic of grayscale image, structural element was chose according to its shape feature and grayscale feature in order to acquire better result. Before the stage of contour extraction, fuzzy theory was employed to enhance indent image. Validity of this approach is demonstrated using several indent images.
Keywords :
feature extraction; fuzzy set theory; hardness testing; metal products; production engineering computing; Brinell hardness indent image; Brinell hardness test; fuzzy theory; grayscale feature; grayscale image; metal surface; morphological algorithm; round contour extraction; shape feature; Feature extraction; Filtering theory; Gray-scale; Information filters; Noise; Brinell Hardness Test; Contour Extraction; Fuzzy Sets; Morphology; Round Detection;
Conference_Titel :
Future Computer Sciences and Application (ICFCSA), 2011 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4577-0317-1
DOI :
10.1109/ICFCSA.2011.53