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Created April 5, 2016 11:22
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2D implementation of the Ramer-Douglas-Peucker algorithm in C++
//2D implementation of the Ramer-Douglas-Peucker algorithm
//By Tim Sheerman-Chase, 2016
//Released under CC0
//https://en.wikipedia.org/wiki/Ramer%E2%80%93Douglas%E2%80%93Peucker_algorithm
#include <iostream>
#include <cmath>
#include <utility>
#include <vector>
#include <stdexcept>
using namespace std;
typedef std::pair<double, double> Point;
double PerpendicularDistance(const Point &pt, const Point &lineStart, const Point &lineEnd)
{
double dx = lineEnd.first - lineStart.first;
double dy = lineEnd.second - lineStart.second;
//Normalise
double mag = pow(pow(dx,2.0)+pow(dy,2.0),0.5);
if(mag > 0.0)
{
dx /= mag; dy /= mag;
}
double pvx = pt.first - lineStart.first;
double pvy = pt.second - lineStart.second;
//Get dot product (project pv onto normalized direction)
double pvdot = dx * pvx + dy * pvy;
//Scale line direction vector
double dsx = pvdot * dx;
double dsy = pvdot * dy;
//Subtract this from pv
double ax = pvx - dsx;
double ay = pvy - dsy;
return pow(pow(ax,2.0)+pow(ay,2.0),0.5);
}
void RamerDouglasPeucker(const vector<Point> &pointList, double epsilon, vector<Point> &out)
{
if(pointList.size()<2)
throw invalid_argument("Not enough points to simplify");
// Find the point with the maximum distance from line between start and end
double dmax = 0.0;
size_t index = 0;
size_t end = pointList.size()-1;
for(size_t i = 1; i < end; i++)
{
double d = PerpendicularDistance(pointList[i], pointList[0], pointList[end]);
if (d > dmax)
{
index = i;
dmax = d;
}
}
// If max distance is greater than epsilon, recursively simplify
if(dmax > epsilon)
{
// Recursive call
vector<Point> recResults1;
vector<Point> recResults2;
vector<Point> firstLine(pointList.begin(), pointList.begin()+index+1);
vector<Point> lastLine(pointList.begin()+index, pointList.end());
RamerDouglasPeucker(firstLine, epsilon, recResults1);
RamerDouglasPeucker(lastLine, epsilon, recResults2);
// Build the result list
out.assign(recResults1.begin(), recResults1.end()-1);
out.insert(out.end(), recResults2.begin(), recResults2.end());
if(out.size()<2)
throw runtime_error("Problem assembling output");
}
else
{
//Just return start and end points
out.clear();
out.push_back(pointList[0]);
out.push_back(pointList[end]);
}
}
int main()
{
vector<Point> pointList;
vector<Point> pointListOut;
pointList.push_back(Point(0.0, 0.0));
pointList.push_back(Point(1.0, 0.1));
pointList.push_back(Point(2.0, -0.1));
pointList.push_back(Point(3.0, 5.0));
pointList.push_back(Point(4.0, 6.0));
pointList.push_back(Point(5.0, 7.0));
pointList.push_back(Point(6.0, 8.1));
pointList.push_back(Point(7.0, 9.0));
pointList.push_back(Point(8.0, 9.0));
pointList.push_back(Point(9.0, 9.0));
RamerDouglasPeucker(pointList, 1.0, pointListOut);
cout << "result" << endl;
for(size_t i=0;i< pointListOut.size();i++)
{
cout << pointListOut[i].first << "," << pointListOut[i].second << endl;
}
return 0;
}
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