A Meter Pointer Detection Method Based on Window Function Scanning

Yanan Ren, Zhongchao Wang, Weiting Xu, Jian Chen
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引用次数: 0

Abstract

The pointer meter is widely used in industrial production, and its data mainly relies on manual acquisition with low efficiency. The automatic recognition algorithm of pointer meter reading based on meter image is a hot research topic. In this paper, aiming at the complex environment of open-air pointer meter and the low stability of existing meter reading recognition algorithm, a method of pointer detection based on window function scanning is proposed. Firstly, the meter image is taken from the scene by template matching method. Separate and enhance the meter image based on the improved homomorphic filtering method; then construct a window function and scan the binary image of meter by the circumferential scanning method to find the position of the pointer. Experiments show that the pointer detection method proposed in this paper has better adaptability and stability under complex illumination environment.
基于窗函数扫描的仪表指针检测方法
指针式仪表在工业生产中应用广泛,其数据主要依靠人工采集,效率较低。基于仪表图像的指针式抄表自动识别算法是一个研究热点。本文针对露天指针式电表环境复杂,现有抄表识别算法稳定性不高的问题,提出了一种基于窗函数扫描的指针检测方法。首先,采用模板匹配的方法从场景中提取水表图像;基于改进的同态滤波方法对仪表图像进行分离和增强;然后构造窗口函数,用周向扫描法对仪表的二值图像进行扫描,找到指针的位置。实验表明,本文提出的指针检测方法在复杂光照环境下具有较好的适应性和稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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