标题:An Automatic Reading Method of Pointer Instruments
作者:Ma Yifan; Jiang Qi; Wang Junjie; Tian Guohui
通讯作者:Jiang, Q
作者机构:[Ma Yifan; Jiang Qi; Wang Junjie; Tian Guohui] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Shandong, Peoples R China.
会议名称:Chinese Automation Congress (CAC)
会议日期:OCT 20-22, 2017
来源:2017 CHINESE AUTOMATION CONGRESS (CAC)
出版年:2017
页码:1448-1453
关键词:pointer instrument reading; round-degree; improved least square method;; polar angle frequency distribution histogram; polar radius frequency; distribution histogram
摘要:Aiming at the problem that the reading speed of pointer instruments is slow and the precision is low, this paper proposes a new automatic reading algorithm. The paper improves the algorithm in instrument center recognition, pointer recognition and 0 scale line recognition. First, round-degree is used to recognize the instrument center. Then the algorithm removes the interferential images outside the pointer area through the polar angle frequency distribution histogram and uses the improved least square method to fit the pointer line. It overcomes the problem that the fitted line is off the instrument center. Next, the proposed method removes the interferential images around the 0 scale line by the polar radius frequency distribution histogram and uses the improved least square method to recognize the 0 scale line. It solves the problem that Hough line transform recognizes the short line under the influence of interferential images difficultly. Finally, the method calculates the reading according to the relationship between instrument scales and pointer angles. Experimental results prove that the algorithm is fast and accurate.
收录类别:CPCI-S
资源类型:会议论文
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