消除RGB受光照影響
阿新 • • 發佈:2019-02-11
//該程式碼實現白平衡演算法中的灰度世界法,能有效改善影象發紅發藍發綠的現象; #include <opencv2/opencv.hpp> using namespace cv; int main() { Mat g_srcImage,dstImage; vector<Mat> g_vChannels; g_srcImage = imread("C:/Users/Administrator/Desktop/區分高架定位/01.jpg"); imshow("原圖",g_srcImage); //waitKey(0); //分離通道 split(g_srcImage,g_vChannels); Mat imageBlueChannel = g_vChannels.at(0); Mat imageGreenChannel = g_vChannels.at(1); Mat imageRedChannel = g_vChannels.at(2); double imageBlueChannelAvg=0; double imageGreenChannelAvg=0; double imageRedChannelAvg=0; //求各通道的平均值 imageBlueChannelAvg = mean(imageBlueChannel)[0]; imageGreenChannelAvg = mean(imageGreenChannel)[0]; imageRedChannelAvg = mean(imageRedChannel)[0]; //求出個通道所佔增益 double K = (imageRedChannelAvg+imageGreenChannelAvg+imageRedChannelAvg)/3; double Kb = K/imageBlueChannelAvg; double Kg = K/imageGreenChannelAvg; double Kr = K/imageRedChannelAvg; //更新白平衡後的各通道BGR值 addWeighted(imageBlueChannel,Kb,0,0,0,imageBlueChannel); addWeighted(imageGreenChannel,Kg,0,0,0,imageGreenChannel); addWeighted(imageRedChannel,Kr,0,0,0,imageRedChannel); merge(g_vChannels,dstImage);//影象各通道合併 imshow("白平衡後圖",dstImage); waitKey(0); return 0; }