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Research on Reading Recognition Technology of Gas Meter Based on Key Feature Matching

机译:基于关键特征匹配的燃气表阅读识别技术研究

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In this article, we proposed a reading recognition technology for gas meters that can greatly substitute for artificial reading. The proposed technology includes three phases of work, which are image preprocessing, character location and segmentation, and character recognition respectively. The location method of color background and the vertical projection feature are employed to locate and segment characters, while the closed curve detection method, the template matching method and the pass line detection method are utilized and incorporated in character recognition phase. Finally, an experiment is conducted containing reading images of 100 samples with different angles and illumination, and experimental results verify the effectiveness of the proposed method.
机译:在本文中,我们提出了一种用于煤气表的读数识别技术,该技术可以大大替代人工读数。所提出的技术包括三个阶段的工作,分别是图像预处理,字符定位和分割以及字符识别。利用彩色背景的定位方法和垂直投影特征对字符进行定位和分割,同时利用闭合曲线检测方法,模板匹配方法和通过线检测方法将其结合到字符识别阶段。最后,进行了包含100个不同角度和光照度的样本的图像读取实验,实验结果验证了该方法的有效性。

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