python基于opencv的传统指针式仪表读数

上传者: 53193143 | 上传时间: 2024-05-28 19:03:01 | 文件大小: 4.71MB | 文件类型: ZIP
图像预处理:对输入的仪表图像进行灰度化预处理,以提高后续图像识别算法的准确性。 仪表区域定位:基于FLANN的匹配器进行模版匹配,将仪表在图像中的位置进行定位并提取出来。 指针识别:采用Kmeans算法把图像进行二值化分割,同时只保留内切圆部分,采用旋转虚拟直线法获取指针在表盘的角度。 读数:根据得到的指针角度通过标定的刻度、圆心数据,采用圆心角计算法读出当前仪表刻度

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