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Digital Recognition Based on Image Device Meters

机译:基于图像设备仪表的数字识别

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Analysis the characteristics of meter digital structure, considering the complexity of the meter digital images background, combines dynamic threshold and global threshold binary image on instrument digital image pre-processing. Locating the digital on the instrument, eliminated pattern noise by opening operation and removed small adhesions between the digital and the border, utilized the connected domain screening method to fulfill the meter digital precision positioning. Discussed recognition methods of meter digital based on eigenvector. The results showed that the recognition rate of this solution was 97.5%, and the recognition speed was extremely fast, which perfectly met the recognition requirements: accuracy and speed.
机译:分析仪表数字结构的特点,考虑仪表数字图像背景的复杂性,结合动态阈值和全局阈值二值图像对仪表数字图像进行预处理。将数字定位在仪器上,通过打开操作消除图案噪声,并消除数字与边界之间的小粘连,利用连通域屏蔽方法来实现电表数字精确定位。讨论了基于特征向量的电表数字识别方法。结果表明,该解决方案的识别率为97.5%,识别速度极快,完全满足识别要求:准确性和速度。

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