背景

深層学習を用いた水中画像からの浮遊物除去する研究しています、pix2pixHDをやってみたいです、ペアデータセットは必要ですから、自分で作成しました。

原理

空の画像に対し、さまざまな形状とサイズの125個の白色パターンをランダムに生成し、Gaussian Blurを用いてぼかすことで人工浮遊物画像を生成する。

code

     
    void noise(Mat image, int n)// パターンをランダムに生成する関数
    {
    	int i, j;
    	for (int k = 0; k < n; k++)
    	{
    		int r = rand() % 29;
    		// rand()は乱数生成器です。
    		if (r == 1)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 2)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 3)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 4)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 5)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 6)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 7)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 8)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 9)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 10)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 11)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 12)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 13)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 14)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 15)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 16)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 17)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 18)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 19)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 20)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 21)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 22)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 23)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 24)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 25)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i + 1, j)[0] = 255;
    			image.at<Vec3b>(i + 1, j)[1] = 228;
    			image.at<Vec3b>(i + 1, j)[2] = 181;
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 26)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i - 1, j)[0] = 255;
    			image.at<Vec3b>(i - 1, j)[1] = 228;
    			image.at<Vec3b>(i - 1, j)[2] = 181;
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 27)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j - 1)[0] = 255;
    			image.at<Vec3b>(i, j - 1)[1] = 228;
    			image.at<Vec3b>(i, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    		if (r == 28)
    		{
    			i = random(5, 250);//行
    			j = random(5, 250);//列
    			image.at<Vec3b>(i, j + 1)[0] = 255;
    			image.at<Vec3b>(i, j + 1)[1] = 228;
    			image.at<Vec3b>(i, j + 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i + 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i + 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i + 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j + 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j + 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j + 1)[2] = 181;
    			image.at<Vec3b>(i - 1, j - 1)[0] = 255;
    			image.at<Vec3b>(i - 1, j - 1)[1] = 228;
    			image.at<Vec3b>(i - 1, j - 1)[2] = 181;
    			image.at<Vec3b>(i, j)[0] = 255;
    			image.at<Vec3b>(i, j)[1] = 228;
    			image.at<Vec3b>(i, j)[2] = 181;
    		}
    	}
    }


    int main()
    {
    	cv::String path = "C:\\testeed";
    	cv::String savedfilename;
    	std::vector<cv::String> filenames;
    	cv::Mat srcImg;
    	Mat gaussian;
    	Mat dst;
    	cv::glob(path, filenames);
    	for (int i = 0; i < filenames.size(); i++)
    	{
    		srcImg = cv::imread(filenames[i]);
    		Mat y(srcImg.rows, srcImg.cols, CV_8UC3, Scalar(0, 0, 0)); //ターゲット画像と同じサイズの全黒3チャンネルの画像を定義します。
    		noise(y, 125);//関数をコールする 
    		GaussianBlur(y, gaussian, Size(3, 3), 0, 0);//GaussianBlurにします
    		addWeighted(srcImg, 1.0, gaussian, 1.0, 0.0, dst);//マスク画像足す原画像
    		savedfilename = "C:\\testeed\\" + to_string(i) + ".jpg";
    		std::cout << savedfilename << std::endl;
    		cv::imwrite(savedfilename, dst);
    	}
    	return 0;
    }

結果