DocumentCode :
694315
Title :
Research on automatic reading recognition of index instruments based on computer vision
Author :
Qi Wang ; Yuansheng Fang ; Wenlong Wang ; Mei Wu ; Rui Wang ; Yanjun Fang
Author_Institution :
Electr. Power Res. Inst., Guangdong Power Grid Corp., Guangzhou, China
fYear :
2013
fDate :
12-13 Oct. 2013
Firstpage :
10
Lastpage :
13
Abstract :
Automatic reading recognition of index instruments based on computer vision is studied in this paper according to the precision demand of the calibration system. The panel center can be obtained by the total least squares method. Then the skeleton of the pointer can be obtained with the panel center known. At last, an improved angle method based on the angle method and the distance method is proposed to recognize the gauge reading. The process of obtaining the panel center and the skeleton of the pointer produces a precise outcome and a small amount of calculation, while the improved angle method combines the advantages of the angle method and those of the distance method to increase the precision further.
Keywords :
calibration; computer vision; computerised instrumentation; gauges; image recognition; least squares approximations; automatic reading recognition; calibration system; computer vision; distance method; gauge reading; improved angle method; index instruments; panel center; pointer skeleton; precision demand; total least squares method; Calibration; Computer vision; Equations; Instruments; Least squares methods; Mathematical model; Skeleton; computer vision; improved angle method; index instruments; the total least squares method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
Type :
conf
DOI :
10.1109/ICCSNT.2013.6967053
Filename :
6967053
Link To Document :
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