Blob是指圖像中的一塊連通區域,Blob分析就是對前景/背景分離后的二值圖像,進行連通域提取和標記。
知識點就是SimpleBlobDetector的使用,blob(斑點)篩選條件:斑點顏色、面積、圓度、慣性率、凸度,參數解讀鏈接
#include<opencv2/opencv.hpp> #include <iostream> using namespace std; using namespace cv; int main() { Mat src=imread("D:/sunflower.png"); //*參數設置,以下都是默認參數 SimpleBlobDetector::Params pDefaultBLOB; pDefaultBLOB.thresholdStep = 10; pDefaultBLOB.minThreshold = 50; pDefaultBLOB.maxThreshold = 220; pDefaultBLOB.minRepeatability = 2; pDefaultBLOB.minDistBetweenBlobs = 10; pDefaultBLOB.filterByColor = true; pDefaultBLOB.blobColor = 0; pDefaultBLOB.filterByArea = true; pDefaultBLOB.minArea = 25; pDefaultBLOB.maxArea = 5000; pDefaultBLOB.filterByCircularity = false; pDefaultBLOB.minCircularity = 0.8f; pDefaultBLOB.maxCircularity = (float)3.40282e+038; pDefaultBLOB.filterByInertia = true; pDefaultBLOB.minInertiaRatio = 0.1f; pDefaultBLOB.maxInertiaRatio = (float)3.40282e+038; pDefaultBLOB.filterByConvexity = true; pDefaultBLOB.minConvexity = 0.95f; pDefaultBLOB.maxConvexity = (float)3.40282e+038; //*用參數創建對象 Ptr<SimpleBlobDetector> blob=SimpleBlobDetector::create(pDefaultBLOB); //Ptr<SimpleBlobDetector> blob=SimpleBlobDetector::create();//默認參數創建 //*blob檢測 vector<KeyPoint> key_points; blob->detect(src,key_points); Mat outImg; //*繪制結果 drawKeypoints(src,key_points,outImg,Scalar(0,0,255)); imshow("blob",outImg); waitKey(); return 0; }