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