DocumentCode
3391308
Title
Orientation codes-based template matching method on workpiece detection
Author
Na, Yu ; Bingxia, Shi ; Jia, Xu ; Quanming, Zhao
Author_Institution
Dept. of Electron. Inf. Eng., Hebei Univ. of Technol., Tianjin, China
Volume
3
fYear
2009
fDate
19-20 Dec. 2009
Firstpage
70
Lastpage
73
Abstract
A new method for the workpiece image detection was proposed according to the characteristics of online work. The algorithm extracted orientation codes as a feature and consisted of two stages: rough matching and precision matching. Firstly, some points with the matching rate in a certain range were selected using histograms of orientation codes and rotation angles were computed roughly. In the second stage, the template was rotated in terms of the angle computed, matching based the orientation code between template and subimage was performed only for the points selected. Experiments result demonstrates the proposed method can work well even when workpiece was rotated or light fluctuates.
Keywords
feature extraction; image matching; object detection; histograms; orientation codes-based template matching; precision matching; rough matching; workpiece image detection; Data mining; Digital filters; Gray-scale; Histograms; Intelligent transportation systems; Pixel; Power electronics; Power engineering and energy; Production; Productivity; Sobel operator; Template matching; histogram; image; orientation code;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics and Intelligent Transportation System (PEITS), 2009 2nd International Conference on
Conference_Location
Shenzhen
Print_ISBN
978-1-4244-4544-8
Type
conf
DOI
10.1109/PEITS.2009.5406896
Filename
5406896
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