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#include "opencv2/core.hpp"
#include "opencv2/highgui.hpp"
#include "opencv2/imgproc.hpp"
#include "opencv2/core/utility.hpp"
#include <time.h>
#include <vector>
#include <iostream>
#include <opencv2/ximgproc.hpp>
using namespace cv;
#ifdef HAVE_EIGEN
#define MARK_RADIUS 5
#define PALLET_RADIUS 100
int max_width = 1280;
int max_height = 720;
static int globalMouseX;
static int globalMouseY;
static int selected_r;
static int selected_g;
static int selected_b;
static bool globalMouseClick = false;
static bool glb_mouse_left = false;
static bool drawByReference = false;
static bool mouseDraw = false;
static bool mouseClick;
static bool mouseLeft;
static int mouseX;
static int mouseY;
cv::Mat mat_draw;
cv::Mat mat_input_gray;
cv::Mat mat_input_reference;
cv::Mat mat_input_confidence;
cv::Mat mat_pallet(PALLET_RADIUS*2,PALLET_RADIUS*2,CV_8UC3);
static void mouseCallback(int event, int x, int y, int flags, void* param);
void drawTrajectoryByReference(cv::Mat& img);
double module(Point pt);
double distance(Point pt1, Point pt2);
double cross(Point pt1, Point pt2);
double angle(Point pt1, Point pt2);
int inCircle(Point p, Point c, int r);
void createPlate(Mat &im1, int radius);
#endif
const String keys =
"{help h usage ? | | print this message }"
"{@image | | input image }"
"{sigma_spatial |8 | parameter of post-filtering }"
"{sigma_luma |8 | parameter of post-filtering }"
"{sigma_chroma |8 | parameter of post-filtering }"
"{dst_path |None | optional path to save the resulting colorized image }"
"{dst_raw_path |None | optional path to save drawed image before filtering }"
"{draw_by_reference |false | optional flag to use color image as reference }"
;
int main(int argc, char* argv[])
{
CommandLineParser parser(argc,argv,keys);
parser.about("fastBilateralSolverFilter Demo");
if (parser.has("help"))
{
parser.printMessage();
return 0;
}
#ifdef HAVE_EIGEN
String img = parser.get<String>(0);
double sigma_spatial = parser.get<double>("sigma_spatial");
double sigma_luma = parser.get<double>("sigma_luma");
double sigma_chroma = parser.get<double>("sigma_chroma");
String dst_path = parser.get<String>("dst_path");
String dst_raw_path = parser.get<String>("dst_raw_path");
drawByReference = parser.get<bool>("draw_by_reference");
mat_input_reference = cv::imread(img, IMREAD_COLOR);
if (mat_input_reference.empty())
{
std::cerr << "input image '" << img << "' could not be read !" << std::endl << std::endl;
parser.printMessage();
return 1;
}
cvtColor(mat_input_reference, mat_input_gray, COLOR_BGR2GRAY);
if(mat_input_gray.cols > max_width)
{
double scale = float(max_width) / float(mat_input_gray.cols);
cv::resize(mat_input_reference, mat_input_reference, cv::Size(), scale, scale);
cv::resize(mat_input_gray, mat_input_gray, cv::Size(), scale, scale);
}
if(mat_input_gray.rows > max_height)
{
double scale = float(max_height) / float(mat_input_gray.rows);
cv::resize(mat_input_reference, mat_input_reference, cv::Size(), scale, scale);
cv::resize(mat_input_gray, mat_input_gray, cv::Size(), scale, scale);
}
float filtering_time;
std::cout << "mat_input_reference:" << mat_input_reference.cols<<"x"<< mat_input_reference.rows<< std::endl;
std::cout << "please select a color from the palette, by clicking into that," << std::endl;
std::cout << " then select a coarse region in the image to be coloured." << std::endl;
std::cout << " press 'escape' to see the final coloured image." << std::endl;
cv::Mat mat_gray;
cv::cvtColor(mat_input_reference, mat_gray, cv::COLOR_BGR2GRAY);
cv::Mat target = mat_input_reference.clone();
cvtColor(mat_gray, mat_input_reference, COLOR_GRAY2BGR);
cv::namedWindow("draw", cv::WINDOW_AUTOSIZE);
// construct pallet
createPlate(mat_pallet, PALLET_RADIUS);
selected_b = 0;
selected_g = 0;
selected_r = 0;
cv::Mat mat_show(target.rows,target.cols+PALLET_RADIUS*2,CV_8UC3);
cv::Mat color_select(target.rows-mat_pallet.rows,PALLET_RADIUS*2,CV_8UC3,cv::Scalar(selected_b, selected_g, selected_r));
target.copyTo(Mat(mat_show,Rect(0,0,target.cols,target.rows)));
mat_pallet.copyTo(Mat(mat_show,Rect(target.cols,0,mat_pallet.cols,mat_pallet.rows)));
color_select.copyTo(Mat(mat_show,Rect(target.cols,PALLET_RADIUS*2,color_select.cols,color_select.rows)));
cv::imshow("draw", mat_show);
cv::setMouseCallback("draw", mouseCallback, (void *)&mat_show);
mat_input_confidence = 0*cv::Mat::ones(mat_gray.size(),mat_gray.type());
int show_count = 0;
while (1)
{
mouseX = globalMouseX;
mouseY = globalMouseY;
mouseClick = globalMouseClick;
mouseLeft = glb_mouse_left;
if (mouseClick)
{
drawTrajectoryByReference(target);
if(show_count%5==0)
{
cv::Mat target_temp(target.size(),target.type());
filtering_time = static_cast<float>(getTickCount());
if(mouseDraw)
{
cv::cvtColor(target, target_temp, cv::COLOR_BGR2YCrCb);
std::vector<cv::Mat> src_channels;
std::vector<cv::Mat> dst_channels;
cv::split(target_temp,src_channels);
cv::Mat result1 = cv::Mat(mat_input_gray.size(),mat_input_gray.type());
cv::Mat result2 = cv::Mat(mat_input_gray.size(),mat_input_gray.type());
dst_channels.push_back(mat_input_gray);
cv::ximgproc::fastBilateralSolverFilter(mat_input_gray,src_channels[1],mat_input_confidence,result1,sigma_spatial,sigma_luma,sigma_chroma);
dst_channels.push_back(result1);
cv::ximgproc::fastBilateralSolverFilter(mat_input_gray,src_channels[2],mat_input_confidence,result2,sigma_spatial,sigma_luma,sigma_chroma);
dst_channels.push_back(result2);
cv::merge(dst_channels,target_temp);
cv::cvtColor(target_temp, target_temp, cv::COLOR_YCrCb2BGR);
}
else
{
target_temp = target.clone();
}
filtering_time = static_cast<float>(((double)getTickCount() - filtering_time)/getTickFrequency());
std::cout << "solver time: " << filtering_time << "s" << std::endl;
cv::Mat color_selected(target_temp.rows-mat_pallet.rows,PALLET_RADIUS*2,CV_8UC3,cv::Scalar(selected_b, selected_g, selected_r));
target_temp.copyTo(Mat(mat_show,Rect(0,0,target_temp.cols,target_temp.rows)));
mat_pallet.copyTo(Mat(mat_show,Rect(target_temp.cols,0,mat_pallet.cols,mat_pallet.rows)));
color_selected.copyTo(Mat(mat_show,Rect(target_temp.cols,PALLET_RADIUS*2,color_selected.cols,color_selected.rows)));
cv::imshow("draw", mat_show);
}
show_count++;
}
if (cv::waitKey(2) == 27)
break;
}
mat_draw = target.clone();
cv::cvtColor(target, target, cv::COLOR_BGR2YCrCb);
std::vector<cv::Mat> src_channels;
std::vector<cv::Mat> dst_channels;
cv::split(target,src_channels);
cv::Mat result1 = cv::Mat(mat_input_gray.size(),mat_input_gray.type());
cv::Mat result2 = cv::Mat(mat_input_gray.size(),mat_input_gray.type());
filtering_time = static_cast<float>(getTickCount());
// dst_channels.push_back(src_channels[0]);
dst_channels.push_back(mat_input_gray);
cv::ximgproc::fastBilateralSolverFilter(mat_input_gray,src_channels[1],mat_input_confidence,result1,sigma_spatial,sigma_luma,sigma_chroma);
dst_channels.push_back(result1);
cv::ximgproc::fastBilateralSolverFilter(mat_input_gray,src_channels[2],mat_input_confidence,result2,sigma_spatial,sigma_luma,sigma_chroma);
dst_channels.push_back(result2);
cv::merge(dst_channels,target);
cv::cvtColor(target, target, cv::COLOR_YCrCb2BGR);
filtering_time = static_cast<float>(((double)getTickCount() - filtering_time)/getTickFrequency());
std::cout << "solver time: " << filtering_time << "s" << std::endl;
cv::imshow("mat_draw",mat_draw);
cv::imshow("output",target);
if(dst_path!="None")
{
imwrite(dst_path,target);
}
if(dst_raw_path!="None")
{
imwrite(dst_raw_path,mat_draw);
}
cv::waitKey(0);
#else
std::cout << "Can not find eigen, please build with eigen by set WITH_EIGEN=ON" << '\n';
#endif
return 0;
}
#ifdef HAVE_EIGEN
static void mouseCallback(int event, int x, int y, int, void*)
{
switch (event)
{
case cv::EVENT_MOUSEMOVE:
if (globalMouseClick)
{
globalMouseX = x;
globalMouseY = y;
}
break;
case cv::EVENT_LBUTTONDOWN:
globalMouseClick = true;
globalMouseX = x;
globalMouseY = y;
break;
case cv::EVENT_LBUTTONUP:
glb_mouse_left = true;
globalMouseClick = false;
break;
}
}
void drawTrajectoryByReference(cv::Mat& img)
{
int i, j;
uchar red, green, blue;
float gray;
int y, x;
int r = MARK_RADIUS;
int r2 = r * r;
uchar* colorPix;
uchar* grayPix;
if(mouseY < PALLET_RADIUS*2 && img.cols <= mouseX && mouseX < img.cols+PALLET_RADIUS*2)
{
colorPix = mat_pallet.ptr<uchar>(mouseY, mouseX - img.cols);
// colorPix = mat_pallet.ptr<uchar>(mouseY, mouseX);
selected_b = *colorPix;
colorPix++;
selected_g = *colorPix;
colorPix++;
selected_r = *colorPix;
colorPix++;
std::cout << "x y:("<<mouseX<<"," <<mouseY<< " rgb_select:("<< selected_r<<","<<selected_g<<","<<selected_b<<")" << '\n';
}
else
{
mouseDraw = true;
y = mouseY - r;
for(i=-r; i<r+1 ; i++, y++)
{
x = mouseX - r;
colorPix = mat_input_reference.ptr<uchar>(y, x);
grayPix = mat_input_gray.ptr<uchar>(y, x);
for(j=-r; j<r+1; j++, x++)
{
if(i*i + j*j > r2)
{
colorPix += mat_input_reference.channels();
grayPix += mat_input_gray.channels();
continue;
}
if(y<0 || y>=mat_input_reference.rows || x<0 || x>=mat_input_reference.cols)
{
break;
}
blue = *colorPix;
colorPix++;
green = *colorPix;
colorPix++;
red = *colorPix;
colorPix++;
gray = *grayPix;
grayPix++;
mat_input_confidence.at<uchar>(y,x) = 255;
float draw_y = 0.229f*(float(selected_r)) + 0.587f*(float(selected_g)) + 0.114f*(float(selected_b));
int draw_b = int(float(selected_b)*(gray/draw_y));
int draw_g = int(float(selected_g)*(gray/draw_y));
int draw_r = int(float(selected_r)*(gray/draw_y));
if(drawByReference)
{
cv::circle(img, cv::Point2d(x, y), 1, cv::Scalar(blue, green, red), -1);
}
else
{
cv::circle(img, cv::Point2d(x, y), 1, cv::Scalar(draw_b, draw_g, draw_r), -1);
}
}
}
}
}
double module(Point pt)
{
return sqrt((double)pt.x*pt.x + pt.y*pt.y);
}
double distance(Point pt1, Point pt2)
{
int dx = pt1.x - pt2.x;
int dy = pt1.y - pt2.y;
return sqrt((double)dx*dx + dy*dy);
}
double cross(Point pt1, Point pt2)
{
return pt1.x*pt2.x + pt1.y*pt2.y;
}
double angle(Point pt1, Point pt2)
{
return acos(cross(pt1, pt2) / (module(pt1)*module(pt2) + DBL_EPSILON));
}
// p or c is the center
int inCircle(Point p, Point c, int r)
{
int dx = p.x - c.x;
int dy = p.y - c.y;
return dx*dx + dy*dy <= r*r ? 1 : 0;
}
//draw the hsv-plate
void createPlate(Mat &im1, int radius)
{
Mat hsvImag(Size(radius << 1, radius << 1), CV_8UC3, Scalar(0, 0, 255));
int w = hsvImag.cols;
int h = hsvImag.rows;
int cx = w >> 1;
int cy = h >> 1;
Point pt1(cx, 0);
for (int j = 0; j < w; j++)
{
for (int i = 0; i < h; i++)
{
Point pt2(j - cx, i - cy);
if (inCircle(Point(0, 0), pt2, radius))
{
int theta = static_cast<int>(angle(pt1, pt2) * 180 / CV_PI);
if (i > cx)
{
theta = -theta + 360;
}
hsvImag.at<Vec3b>(i, j)[0] = saturate_cast<uchar>(theta / 2);
hsvImag.at<Vec3b>(i, j)[1] = saturate_cast<uchar>(module(pt2) / cx * 255);
hsvImag.at<Vec3b>(i, j)[2] = 255;
}
}
}
cvtColor(hsvImag, im1, COLOR_HSV2BGR);
}
#endif
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