DocumentCode :
3472779
Title :
One Method of Bearing Outside-Diameter Detection Based on Hough Transform
Author :
Zhong, Fei ; Dai, Na ; He, Tao ; Wu, Qing-Hua
Author_Institution :
Huazhong Univ. of Sci. & Technol., Wuhan
fYear :
2007
fDate :
18-21 Aug. 2007
Firstpage :
1382
Lastpage :
1385
Abstract :
Bearing outside-diameter detection is a very important part of bearing detection. In this paper, bearing outside-diameter is detected by a method named Hough transform. For the curve known analytic function, Hough transform is effectual. However, the detection method based on traditional Hough transform has some disadvantages such as large amount of data, needing a very huge memory, slow speed and so on. Therefore, a more efficient method is introduced in the paper. In this way, the parameters of a circle are extracted, and this method can avoid introducing the points which are not a part of the circle into computation. The result which is relatively exact can be gotten with much small amount of data. This method improves the speed of bearing outside-diameter detection.
Keywords :
Hough transforms; feature extraction; machine bearings; production engineering computing; Hough transform; bearing outside-diameter detection; parameter extraction; Algorithm design and analysis; Data mining; Helium; Image edge detection; Logistics; Machine vision; Manufacturing automation; Mechanical engineering; Noise generators; Parameter extraction; Hough Transform; Parameter extraction; circle detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation and Logistics, 2007 IEEE International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-1531-1
Type :
conf
DOI :
10.1109/ICAL.2007.4338786
Filename :
4338786
Link To Document :
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