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main.cpp
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//
// Created by zhao on 18-11-17.
//
#include <iostream>
#include <vector>
#include <string>
#include <algorithm>
#include <utility>
#include <cstdio>
#include <random>
#include <cmath>
#include "opencv2/opencv.hpp"
#define PI 3.14159265
using namespace std;
//#define DEBUG false
void show_image(const string &name, cv::InputArray &img)
{
cv::namedWindow(name);
cv::imshow(name,img);
int z = cv::waitKey();
if (z==27)
cv::destroyAllWindows();
}
int choice(size_t range)
{
return int(random()%range);
}
struct LineInfo
{
cv::Point start;
cv::Point end;
double distance;
double angle;
};
struct Direction
{
double x;
double y;
Direction() = default;
Direction(const cv::Point &start, const cv::Point &end)
{
x = end.x - start.x;
y = end.y - start.y;
}
double operator*(const Direction &in)
{
return x*in.x + y*in.y;
}
void set(const cv::Point &start, const cv::Point &end)
{
this->x = end.x - start.x;
this->y = end.y - start.y;
}
};
int find_pair(cv::Mat img, const cv::Point &point, const Direction &orig, const vector<cv::Point> &point_set) {
cv::Point left_point, right_point;
// search right point
int size = point_set.size();
int index = 0;
int left_index, right_index;
double flag = 100;
do {
left_index = choice(size);
flag = Direction(point, point_set[left_index]) * orig;
} while (flag > 0);
flag = -100;
do {
right_index = choice(size);
flag = Direction(point, point_set[right_index]) * orig;
} while (flag < 0);
int mid ;
while ((abs((right_index - left_index) - size)%size) > 1) {
#ifdef DEBUG
cv::Mat dst ;
img.copyTo(dst);
#endif
int mid_a = ((right_index + left_index) / 2) % size;
int mid_b = ((right_index + left_index + size) / 2) % size;
int len_a = (point_set[mid_a].x - point.x) * (point_set[mid_a].x - point.x) + \
(point_set[mid_a].y - point.y) * (point_set[mid_a].y - point.y);
int len_b = (point_set[mid_b].x - point.x) * (point_set[mid_b].x - point.x) + \
(point_set[mid_b].y - point.y) * (point_set[mid_b].y - point.y);
if (len_a > len_b) {
mid = mid_b;
}
else
{
mid = mid_a;
}
#ifdef DEBUG
cout<<"left: "<<left_index<<" right:"<<right_index<<endl;
cv::line(dst,point,point_set[left_index],cv::Scalar(0,0,255),2);
cv::line(dst,point,point_set[right_index],cv::Scalar(255,0,0),2);
cv::circle(dst,point_set[mid_a],4,cv::Scalar(0,0,255));
cv::circle(dst, point_set[mid_b],4, cv::Scalar(0,0,255));
show_image("img",dst);
#endif
flag = Direction(point, point_set[mid]) * orig;
if (flag < 0)
left_index = mid;
else
right_index = mid;
}
return mid;
}
vector<LineInfo> cal_nearst(cv::Mat img ,const vector<cv::Point> &outer, const vector<cv::Point> &inner)
{
size_t size = outer.size();
vector<LineInfo> result;
//#pragma omp parallel for num_threads(4)
for(size_t i = 0; i< size; i=i+5)
{
// back 5 points
int smooth_start_x = 0 ;
int smooth_start_y = 0;
int smooth_end_x = 0;
int smooth_end_y = 0;
for(int c=1; c<=40;c++)
{
smooth_start_x += outer[(i+size -c)%size].x;
smooth_start_y += outer[(i+size -c)%size].y ;
smooth_end_x += outer[(i+size +c)%size].x ;
smooth_end_y += outer[(i+size +c)%size].y ;
}
Direction orig(cv::Point(smooth_start_x/40, smooth_start_y/40), cv::Point(smooth_end_x/40, smooth_end_y/40));
int index = find_pair(img, outer[i],orig,inner);
LineInfo info;
info.start=outer[i];
info.end = inner[index];
double distance = (outer[i].x - inner[index].x)*((outer[i].x - inner[index].x)) +
(outer[i].y - inner[index].y)*((outer[i].y - inner[index].y)) ;
info.distance = sqrt(distance);
if((outer[i].x - inner[index].x) ==0)
info.angle = 90;
else
info.angle = atan((outer[i].y - inner[index].y)/(outer[i].x - inner[index].x)) *180/PI;
result.push_back(info);
}
return result;
}
int main()
{
string file_path = string("/home/zhao/work/JieGuoBMP/01.bmp");
cv::Mat img = cv::imread(file_path);
cv::Size size = img.size();
cv::Mat img_gray(size,CV_8UC1);
cv::cvtColor(img,img_gray, cv::COLOR_BGR2GRAY);
cv::GaussianBlur(img_gray, img_gray,cv::Size(17,17),1.4,1.4);
cv::Mat img_binary;
cv::threshold(img_gray, img_binary, 0, 255, cv::THRESH_BINARY_INV+cv::THRESH_OTSU);
cv::Mat img_blur;
cv::medianBlur(img_binary,img_blur,15);
#ifdef DEBUG
show_image("img_blur", img_blur);
#endif
// cv::Mat img_canny;
// cv::Canny(img_blur,img_canny,30,100);
//#ifdef DEBUG
// show("canny",img_canny);
//#endif
vector<vector<cv::Point>> contours;
cv::findContours(img_blur, contours, cv::RETR_TREE, cv::CHAIN_APPROX_NONE);
vector<std::pair<int, double> > area;
for(int i =0; i<contours.size(); ++i)
area.emplace_back(pair<int,double>(i,cv::contourArea(contours[i])));
sort(area.begin(), area.end(),[](pair<int,double> a, pair<int,double> b) -> bool { return a.second > b.second;});
for(int i = 0;i<area.size();++i) {
cout << area[i].first << " " << area[i].second << " " << contours[area[i].first].size() << endl;
}
vector<LineInfo> result = cal_nearst(img, contours[2],contours[3]);
double dis = result[0].distance;
int index = 0;
for(int i = 1;i< result.size();++i)
{
if(result[i].distance > dis)
{
dis = result[i].distance;
index = i;
}
}
cv::circle(img,result[index].start,4,cv::Scalar(255,0,0));
cv::circle(img,result[index].end, 4,cv::Scalar(0,0,255));
cv::line(img,result[index].start,result[index].end,cv::Scalar(0,0,255),4);
show_image("img",img);
// for(auto item:result)
// {
// cv::circle(img,item.start,2,cv::Scalar(255,0,0));
// cv::circle(img,item.end, 2,cv::Scalar(0,0,255));
// cv::line(img,item.start,item.end,cv::Scalar(0,0,255),2);
// show_image("img",img);
// }
}