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
Link To Document :
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