OpenCV——非线性滤波器

参考：

PS 图像特效，非线性滤波器

// define head function

#ifndef PS_ALGORITHM_H_INCLUDED

#define PS_ALGORITHM_H_INCLUDED

#include <iostream>

#include <string>

#include "cv.h"

#include "highgui.h"

#include "cxmat.hpp"

#include "cxcore.hpp"

using namespace std;

using namespace cv;

void Show_Image(Mat&, const string &);

#endif // PS_ALGORITHM_H_INCLUDED

/*

This program will generate

 "Paint" effect.

*/

#include "PS_Algorithm.h"

#include <time.h>

using namespace std;

using namespace cv;

int main(void)

{

    string Img_name("4.jpg");

    Mat Image_in;

    Image_in=imread(Img_name);

    // Show_Image(Image_in, Img_name);

    Mat Image_out(Image_in.size(), CV_32FC3);

    Image_in.convertTo(Image_out, CV_32FC3);

    Mat r(Image_in.size(), CV_32FC1);

    Mat g(Image_in.size(), CV_32FC1);

    Mat b(Image_in.size(), CV_32FC1);

    Mat rgb[]={b,g,r};

    split(Image_out, rgb);

    int P_size=3;

    Mat sub_mat;

    double min_val;

    for (int i=P_size; i<Image_in.rows-P_size-1; i++)

    {

        for (int j=P_size; j<Image_in.cols-1-P_size; j++)

        {

            for(int k=0; k<3; k++)

            {

                sub_mat=rgb[k].operator()(Range(i-P_size,i+P_size), Range(j-P_size,j+P_size));

                cv::minMaxLoc(sub_mat, &min_val);

                Image_out.at<Vec3f>(i,j)[k]=min_val;

            }

            /*

            sub_mat=b.operator()(Range(i-P_size,i+P_size), Range(j-P_size,j+P_size));

            cv::minMaxLoc(sub_mat, min_val);

            Image_out.at<Vec3f>(i,j)[0]=*min_val;

            sub_mat=g.operator()(Range(i-P_size,i+P_size), Range(j-P_size,j+P_size));

            cv::minMaxLoc(sub_mat, min_val);

            Image_out.at<Vec3f>(i,j)[1]=*min_val;

            sub_mat=r.operator()(Range(i-P_size,i+P_size), Range(j-P_size,j+P_size));

            cv::minMaxLoc(sub_mat, min_val);

            Image_out.at<Vec3f>(i,j)[2]=*min_val;

            */

        }

    }

    Image_out=Image_out/255.0;

    Show_Image(Image_out, "out");

    imwrite("out.jpg", Image_out*255);

    waitKey();

    cout<<"All is well."<<endl;

}

// define the show image

#include "PS_Algorithm.h"

#include <iostream>

#include <string>

using namespace std;

using namespace cv;

void Show_Image(Mat& Image, const string& str)

{

    namedWindow(str.c_str(),CV_WINDOW_AUTOSIZE);

    imshow(str.c_str(), Image);

}

原图

效果图