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- /*
- * cloning.cpp
- *
- * Author:
- * Siddharth Kherada <siddharthkherada27[at]gmail[dot]com>
- *
- * This tutorial demonstrates how to use OpenCV seamless cloning
- * module.
- *
- * 1- Normal Cloning
- * 2- Mixed Cloning
- * 3- Monochrome Transfer
- * 4- Color Change
- * 5- Illumination change
- * 6- Texture Flattening
- * The program takes as input a source and a destination image (for 1-3 methods)
- * and outputs the cloned image.
- * Step 1:
- * -> In the source image, select the region of interest by left click mouse button. A Polygon ROI will be created by left clicking mouse button.
- * -> To set the Polygon ROI, click the right mouse button or 'd' key.
- * -> To reset the region selected, click the middle mouse button or 'r' key.
- * Step 2:
- * -> In the destination image, select the point where you want to place the ROI in the image by left clicking mouse button.
- * -> To get the cloned result, click the right mouse button or 'c' key.
- * -> To quit the program, use 'q' key.
- *
- * Result: The cloned image will be displayed.
- */
- #include "opencv2/photo.hpp"
- #include "opencv2/imgproc.hpp"
- #include "opencv2/imgcodecs.hpp"
- #include "opencv2/highgui.hpp"
- #include "opencv2/core.hpp"
- #include <iostream>
- // we're NOT "using namespace std;" here, to avoid collisions between the beta variable and std::beta in c++17
- using std::cin;
- using std::cout;
- using std::endl;
- using std::string;
- using namespace cv;
- Mat img0, img1, img2, res, res1, final, final1, blend;
- Point point;
- int drag = 0;
- int destx, desty;
- int numpts = 100;
- Point* pts = new Point[100];
- Point* pts2 = new Point[100];
- Point* pts_diff = new Point[100];
- int var = 0;
- int flag = 0, flag1 = 0, flag4 = 0;
- int minx, miny, maxx, maxy, lenx, leny;
- int minxd, minyd, maxxd, maxyd, lenxd, lenyd;
- int channel, num, kernel_size;
- float alpha,beta;
- float red, green, blue;
- float low_t, high_t;
- void source(int, int, int, int, void*);
- void destination(int, int, int, int, void*);
- void checkfile(char*);
- void source(int event, int x, int y, int, void*)
- {
- if (event == EVENT_LBUTTONDOWN && !drag)
- {
- if(flag1 == 0)
- {
- if(var==0)
- img1 = img0.clone();
- point = Point(x, y);
- circle(img1,point,2,Scalar(0, 0, 255),-1, 8, 0);
- pts[var] = point;
- var++;
- drag = 1;
- if(var>1)
- line(img1,pts[var-2], point, Scalar(0, 0, 255), 2, 8, 0);
- imshow("Source", img1);
- }
- }
- if (event == EVENT_LBUTTONUP && drag)
- {
- imshow("Source", img1);
- drag = 0;
- }
- if (event == EVENT_RBUTTONDOWN)
- {
- flag1 = 1;
- img1 = img0.clone();
- for(int i = var; i < numpts ; i++)
- pts[i] = point;
- if(var!=0)
- {
- const Point* pts3[1] = {&pts[0]};
- polylines( img1, pts3, &numpts,1, 1, Scalar(0,0,0), 2, 8, 0);
- }
- for(int i=0;i<var;i++)
- {
- minx = min(minx,pts[i].x);
- maxx = max(maxx,pts[i].x);
- miny = min(miny,pts[i].y);
- maxy = max(maxy,pts[i].y);
- }
- lenx = maxx - minx;
- leny = maxy - miny;
- int mid_pointx = minx + lenx/2;
- int mid_pointy = miny + leny/2;
- for(int i=0;i<var;i++)
- {
- pts_diff[i].x = pts[i].x - mid_pointx;
- pts_diff[i].y = pts[i].y - mid_pointy;
- }
- imshow("Source", img1);
- }
- if (event == EVENT_RBUTTONUP)
- {
- flag = var;
- final = Mat::zeros(img0.size(),CV_8UC3);
- res1 = Mat::zeros(img0.size(),CV_8UC1);
- const Point* pts4[1] = {&pts[0]};
- fillPoly(res1, pts4,&numpts, 1, Scalar(255, 255, 255), 8, 0);
- bitwise_and(img0, img0, final,res1);
- imshow("Source", img1);
- if(num == 4)
- {
- colorChange(img0,res1,blend,red,green,blue);
- imshow("Color Change Image", blend);
- waitKey(0);
- }
- else if(num == 5)
- {
- illuminationChange(img0,res1,blend,alpha,beta);
- imshow("Illum Change Image", blend);
- waitKey(0);
- }
- else if(num == 6)
- {
- textureFlattening(img0,res1,blend,low_t,high_t,kernel_size);
- imshow("Texture Flattened", blend);
- waitKey(0);
- }
- }
- if (event == EVENT_MBUTTONDOWN)
- {
- for(int i = 0; i < numpts ; i++)
- {
- pts[i].x=0;
- pts[i].y=0;
- }
- var = 0;
- flag1 = 0;
- minx = INT_MAX; miny = INT_MAX; maxx = INT_MIN; maxy = INT_MIN;
- imshow("Source", img0);
- if(num == 1 || num == 2 || num == 3)
- imshow("Destination",img2);
- drag = 0;
- }
- }
- void destination(int event, int x, int y, int, void*)
- {
- Mat im1;
- minxd = INT_MAX; minyd = INT_MAX; maxxd = INT_MIN; maxyd = INT_MIN;
- im1 = img2.clone();
- if (event == EVENT_LBUTTONDOWN)
- {
- flag4 = 1;
- if(flag1 == 1)
- {
- point = Point(x, y);
- for(int i=0;i<var;i++)
- {
- pts2[i].x = point.x + pts_diff[i].x;
- pts2[i].y = point.y + pts_diff[i].y;
- }
- for(int i=var;i<numpts;i++)
- {
- pts2[i].x = point.x + pts_diff[0].x;
- pts2[i].y = point.y + pts_diff[0].y;
- }
- const Point* pts5[1] = {&pts2[0]};
- polylines( im1, pts5, &numpts,1, 1, Scalar(0,0,255), 2, 8, 0);
- destx = x;
- desty = y;
- imshow("Destination", im1);
- }
- }
- if (event == EVENT_RBUTTONUP)
- {
- for(int i=0;i<flag;i++)
- {
- minxd = min(minxd,pts2[i].x);
- maxxd = max(maxxd,pts2[i].x);
- minyd = min(minyd,pts2[i].y);
- maxyd = max(maxyd,pts2[i].y);
- }
- if(maxxd > im1.size().width || maxyd > im1.size().height || minxd < 0 || minyd < 0)
- {
- cout << "Index out of range" << endl;
- exit(1);
- }
- final1 = Mat::zeros(img2.size(),CV_8UC3);
- res = Mat::zeros(img2.size(),CV_8UC1);
- for(int i=miny, k=minyd;i<(miny+leny);i++,k++)
- for(int j=minx,l=minxd ;j<(minx+lenx);j++,l++)
- {
- for(int c=0;c<channel;c++)
- {
- final1.at<uchar>(k,l*channel+c) = final.at<uchar>(i,j*channel+c);
- }
- }
- const Point* pts6[1] = {&pts2[0]};
- fillPoly(res, pts6, &numpts, 1, Scalar(255, 255, 255), 8, 0);
- if(num == 1 || num == 2 || num == 3)
- {
- seamlessClone(img0,img2,res1,point,blend,num);
- imshow("Cloned Image", blend);
- imwrite("cloned.png",blend);
- waitKey(0);
- }
- for(int i = 0; i < flag ; i++)
- {
- pts2[i].x=0;
- pts2[i].y=0;
- }
- minxd = INT_MAX; minyd = INT_MAX; maxxd = INT_MIN; maxyd = INT_MIN;
- }
- im1.release();
- }
- int main()
- {
- cout << endl;
- cout << "Cloning Module" << endl;
- cout << "---------------" << endl;
- cout << "Step 1:" << endl;
- cout << " -> In the source image, select the region of interest by left click mouse button. A Polygon ROI will be created by left clicking mouse button." << endl;
- cout << " -> To set the Polygon ROI, click the right mouse button or use 'd' key" << endl;
- cout << " -> To reset the region selected, click the middle mouse button or use 'r' key." << endl;
- cout << "Step 2:" << endl;
- cout << " -> In the destination image, select the point where you want to place the ROI in the image by left clicking mouse button." << endl;
- cout << " -> To get the cloned result, click the right mouse button or use 'c' key." << endl;
- cout << " -> To quit the program, use 'q' key." << endl;
- cout << endl;
- cout << "Options: " << endl;
- cout << endl;
- cout << "1) Normal Cloning " << endl;
- cout << "2) Mixed Cloning " << endl;
- cout << "3) Monochrome Transfer " << endl;
- cout << "4) Local Color Change " << endl;
- cout << "5) Local Illumination Change " << endl;
- cout << "6) Texture Flattening " << endl;
- cout << endl;
- cout << "Press number 1-6 to choose from above techniques: ";
- cin >> num;
- cout << endl;
- minx = INT_MAX; miny = INT_MAX; maxx = INT_MIN; maxy = INT_MIN;
- minxd = INT_MAX; minyd = INT_MAX; maxxd = INT_MIN; maxyd = INT_MIN;
- int flag3 = 0;
- if(num == 1 || num == 2 || num == 3)
- {
- string src,dest;
- cout << "Enter Source Image: ";
- cin >> src;
- cout << "Enter Destination Image: ";
- cin >> dest;
- img0 = imread(samples::findFile(src));
- img2 = imread(samples::findFile(dest));
- if(img0.empty())
- {
- cout << "Source Image does not exist" << endl;
- exit(2);
- }
- if(img2.empty())
- {
- cout << "Destination Image does not exist" << endl;
- exit(2);
- }
- channel = img0.channels();
- res = Mat::zeros(img2.size(),CV_8UC1);
- res1 = Mat::zeros(img0.size(),CV_8UC1);
- final = Mat::zeros(img0.size(),CV_8UC3);
- final1 = Mat::zeros(img2.size(),CV_8UC3);
- //////////// source image ///////////////////
- namedWindow("Source", 1);
- setMouseCallback("Source", source, NULL);
- imshow("Source", img0);
- /////////// destination image ///////////////
- namedWindow("Destination", 1);
- setMouseCallback("Destination", destination, NULL);
- imshow("Destination",img2);
- }
- else if(num == 4)
- {
- string src;
- cout << "Enter Source Image: ";
- cin >> src;
- cout << "Enter RGB values: " << endl;
- cout << "Red: ";
- cin >> red;
- cout << "Green: ";
- cin >> green;
- cout << "Blue: ";
- cin >> blue;
- img0 = imread(samples::findFile(src));
- if(img0.empty())
- {
- cout << "Source Image does not exist" << endl;
- exit(2);
- }
- res1 = Mat::zeros(img0.size(),CV_8UC1);
- final = Mat::zeros(img0.size(),CV_8UC3);
- //////////// source image ///////////////////
- namedWindow("Source", 1);
- setMouseCallback("Source", source, NULL);
- imshow("Source", img0);
- }
- else if(num == 5)
- {
- string src;
- cout << "Enter Source Image: ";
- cin >> src;
- cout << "alpha: ";
- cin >> alpha;
- cout << "beta: ";
- cin >> beta;
- img0 = imread(samples::findFile(src));
- if(img0.empty())
- {
- cout << "Source Image does not exist" << endl;
- exit(2);
- }
- res1 = Mat::zeros(img0.size(),CV_8UC1);
- final = Mat::zeros(img0.size(),CV_8UC3);
- //////////// source image ///////////////////
- namedWindow("Source", 1);
- setMouseCallback("Source", source, NULL);
- imshow("Source", img0);
- }
- else if(num == 6)
- {
- string src;
- cout << "Enter Source Image: ";
- cin >> src;
- cout << "low_threshold: ";
- cin >> low_t;
- cout << "high_threshold: ";
- cin >> high_t;
- cout << "kernel_size: ";
- cin >> kernel_size;
- img0 = imread(samples::findFile(src));
- if(img0.empty())
- {
- cout << "Source Image does not exist" << endl;
- exit(2);
- }
- res1 = Mat::zeros(img0.size(),CV_8UC1);
- final = Mat::zeros(img0.size(),CV_8UC3);
- //////////// source image ///////////////////
- namedWindow("Source", 1);
- setMouseCallback("Source", source, NULL);
- imshow("Source", img0);
- }
- else
- {
- cout << "Wrong Option Chosen" << endl;
- exit(1);
- }
- for(;;)
- {
- char key = (char)waitKey(0);
- if(key == 'd' && flag3 == 0)
- {
- flag1 = 1;
- flag3 = 1;
- img1 = img0.clone();
- for(int i = var; i < numpts ; i++)
- pts[i] = point;
- if(var!=0)
- {
- const Point* pts3[1] = {&pts[0]};
- polylines( img1, pts3, &numpts,1, 1, Scalar(0,0,0), 2, 8, 0);
- }
- for(int i=0;i<var;i++)
- {
- minx = min(minx,pts[i].x);
- maxx = max(maxx,pts[i].x);
- miny = min(miny,pts[i].y);
- maxy = max(maxy,pts[i].y);
- }
- lenx = maxx - minx;
- leny = maxy - miny;
- int mid_pointx = minx + lenx/2;
- int mid_pointy = miny + leny/2;
- for(int i=0;i<var;i++)
- {
- pts_diff[i].x = pts[i].x - mid_pointx;
- pts_diff[i].y = pts[i].y - mid_pointy;
- }
- flag = var;
- final = Mat::zeros(img0.size(),CV_8UC3);
- res1 = Mat::zeros(img0.size(),CV_8UC1);
- const Point* pts4[1] = {&pts[0]};
- fillPoly(res1, pts4,&numpts, 1, Scalar(255, 255, 255), 8, 0);
- bitwise_and(img0, img0, final,res1);
- imshow("Source", img1);
- }
- else if(key == 'r')
- {
- for(int i = 0; i < numpts ; i++)
- {
- pts[i].x=0;
- pts[i].y=0;
- }
- var = 0;
- flag1 = 0;
- flag3 = 0;
- flag4 = 0;
- minx = INT_MAX; miny = INT_MAX; maxx = INT_MIN; maxy = INT_MIN;
- imshow("Source", img0);
- if(num == 1 || num == 2 || num == 3)
- imshow("Destination",img2);
- drag = 0;
- }
- else if ((num == 1 || num == 2 || num == 3) && key == 'c' && flag1 == 1 && flag4 == 1)
- {
- seamlessClone(img0,img2,res1,point,blend,num);
- imshow("Cloned Image", blend);
- imwrite("cloned.png",blend);
- }
- else if (num == 4 && key == 'c' && flag1 == 1)
- {
- colorChange(img0,res1,blend,red,green,blue);
- imshow("Color Change Image", blend);
- imwrite("cloned.png",blend);
- }
- else if (num == 5 && key == 'c' && flag1 == 1)
- {
- illuminationChange(img0,res1,blend,alpha,beta);
- imshow("Illum Change Image", blend);
- imwrite("cloned.png",blend);
- }
- else if (num == 6 && key == 'c' && flag1 == 1)
- {
- textureFlattening(img0,res1,blend,low_t,high_t,kernel_size);
- imshow("Texture Flattened", blend);
- imwrite("cloned.png",blend);
- }
- else if(key == 'q')
- break;
- }
- return 0;
- }
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