cv::threshold(GrayImg, Bw, 0, 255, CV_THRESH_BINARY | CV_THRESH_OTSU);//灰度图像二值化
CV_THRESH_OTSU是提取图像最佳阈值算法。该方法在类间方差最大的情况下是最佳的,就图像的灰度值而言,OTSU给出最好的类间分离的阈值。
OpenCV阈值分割的几种方法(types_c.h中的定义):
/* Threshold types */ enum { CV_THRESH_BINARY =0, /* value = value > threshold ? max_value : 0 */ CV_THRESH_BINARY_INV =1, /* value = value > threshold ? 0 : max_value */ CV_THRESH_TRUNC =2, /* value = value > threshold ? threshold : value */ CV_THRESH_TOZERO =3, /* value = value > threshold ? value : 0 */ CV_THRESH_TOZERO_INV =4, /* value = value > threshold ? 0 : value */ CV_THRESH_MASK =7, CV_THRESH_OTSU =8 /* use Otsu algorithm to choose the optimal threshold value; combine the flag with one of the above CV_THRESH_* values */ }