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  • 11. 对一幅灰度图像增加高频噪声,再对其进行频域低通滤波。

    #include <cv.h>
    #include <highgui.h> //图像视频输出/输入头文件
    using namespace std;
    
    IplImage* AddGuassianNoise(IplImage* src)    //添加高斯噪声
    {
        IplImage* dst = cvCreateImage(cvGetSize(src), src->depth, src->nChannels);
        IplImage* noise = cvCreateImage(cvGetSize(src), src->depth, src->nChannels);
        CvRNG rng = cvRNG(-1);
        cvRandArr(&rng, noise, CV_RAND_NORMAL, cvScalarAll(0), cvScalarAll(15));
        cvAdd(src, noise, dst);
        return dst;
    }
    IplImage* AddPepperNoise(IplImage* src)      //添加胡椒噪声,随机黑色点
    {
        IplImage* dst = cvCreateImage(cvGetSize(src), src->depth, src->nChannels);
        cvCopy(src, dst);
        for (int k = 0; k<8000; k++)
        {
            int i = rand() % src->height;
            int j = rand() % src->width;
            CvScalar s = cvGet2D(src, i, j);
            if (src->nChannels == 1)
            {
                s.val[0] = 0;
            }
            else if (src->nChannels == 3)
            {
                s.val[0] = 0;
                s.val[1] = 0;
                s.val[2] = 0;
            }
            cvSet2D(dst, i, j, s);
        }
        return dst;
    }
    IplImage* AddSaltNoise(IplImage* src)       //添加盐噪声,随机白色点
    {
        IplImage* dst = cvCreateImage(cvGetSize(src), src->depth, src->nChannels);
        cvCopy(src, dst);
        for (int k = 0; k<8000; k++)
        {
            int i = rand() % src->height;
            int j = rand() % src->width;
            CvScalar s = cvGet2D(src, i, j);
            if (src->nChannels == 1)
            {
                s.val[0] = 255;
            }
            else if (src->nChannels == 3)
            {
                s.val[0] = 255;
                s.val[1] = 255;
                s.val[2] = 255;
            }
            cvSet2D(dst, i, j, s);
        }
        return dst;
    }
    IplImage* AddPepperSaltNoise(IplImage* src)    //添加椒盐噪声,随机黑白点
    {
        IplImage* dst = cvCreateImage(cvGetSize(src), src->depth, src->nChannels);
        cvCopy(src, dst);
        for (int k = 0; k<8000; k++)
        {
            int i = rand() % src->height;
            int j = rand() % src->width;
            int m = rand() % 2;
            CvScalar s = cvGet2D(src, i, j);
            if (src->nChannels == 1)
            {
                if (m == 0)
                {
                    s.val[0] = 255;
                }
                else
                {
                    s.val[0] = 0;
                }
            }
            else if (src->nChannels == 3)
            {
                if (m == 0)
                {
                    s.val[0] = 255;
                    s.val[1] = 255;
                    s.val[2] = 255;
                }
                else
                {
                    s.val[0] = 0;
                    s.val[1] = 0;
                    s.val[2] = 0;
                }
            }
            cvSet2D(dst, i, j, s);
        }
        return dst;
    }
    
    //算术均值滤波器——模板大小5*5
    IplImage* ArithmeticMeanFilter(IplImage* src)
    {
        IplImage* dst = cvCreateImage(cvGetSize(src), src->depth, src->nChannels);
        cvSmooth(src, dst, CV_BLUR, 5);
        return dst;
    }
    
    
    int main()
    {
        IplImage * test, *test_1, *test_2;
        test = cvLoadImage("6013202130.jpg",0);//图片路径是 ConsoleApplication4 文件夹里,同时实验要求转为灰度图片
        test_1 = cvCreateImage(cvSize((test->width), (test->height)), IPL_DEPTH_8U, 1); //创建图像,给指针赋值
        test_2 = cvCreateImage(cvSize((test->width), (test->height)), IPL_DEPTH_8U, 1); //创建图像,给指针赋值
        test_2 = AddGuassianNoise(test);
        
        test_1 = ArithmeticMeanFilter(test_2);
    
    
        cvNamedWindow("原图", CV_WINDOW_AUTOSIZE);
        cvShowImage("原图", test);
        cvNamedWindow("滤波后", CV_WINDOW_AUTOSIZE);
        cvShowImage("滤波后", test_1);
        cvNamedWindow("噪声后", CV_WINDOW_AUTOSIZE);
        cvShowImage("噪声后", test_2);
        cvWaitKey(0);//等待按键
        cvDestroyWindow("zhang_fei_1");
        cvDestroyWindow("zhang_fei_2");
        cvDestroyWindow("zhang_fei_3");
        cvReleaseImage(&test);//释放内存。 
        cvReleaseImage(&test_1);
        cvReleaseImage(&test_2);
        return 0;
    }

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  • 原文地址:https://www.cnblogs.com/zhangfeionline/p/5465231.html
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