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1 #include <Eigen/StdVector>
2 #include <unsupported/Eigen/BVH>
3 #include <iostream>
4 
5 using namespace Eigen;
6 typedef AlignedBox<double, 2> Box2d;
7 
8 namespace Eigen {
bounding_box(const Vector2d & v)9   Box2d bounding_box(const Vector2d &v) { return Box2d(v, v); } //compute the bounding box of a single point
10 }
11 
12 struct PointPointMinimizer //how to compute squared distances between points and rectangles
13 {
PointPointMinimizerPointPointMinimizer14   PointPointMinimizer() : calls(0) {}
15   typedef double Scalar;
16 
minimumOnVolumeVolumePointPointMinimizer17   double minimumOnVolumeVolume(const Box2d &r1, const Box2d &r2) { ++calls; return r1.squaredExteriorDistance(r2); }
minimumOnVolumeObjectPointPointMinimizer18   double minimumOnVolumeObject(const Box2d &r, const Vector2d &v) { ++calls; return r.squaredExteriorDistance(v); }
minimumOnObjectVolumePointPointMinimizer19   double minimumOnObjectVolume(const Vector2d &v, const Box2d &r) { ++calls; return r.squaredExteriorDistance(v); }
minimumOnObjectObjectPointPointMinimizer20   double minimumOnObjectObject(const Vector2d &v1, const Vector2d &v2) { ++calls; return (v1 - v2).squaredNorm(); }
21 
22   int calls;
23 };
24 
main()25 int main()
26 {
27   typedef std::vector<Vector2d, aligned_allocator<Vector2d> > StdVectorOfVector2d;
28   StdVectorOfVector2d redPoints, bluePoints;
29   for(int i = 0; i < 100; ++i) { //initialize random set of red points and blue points
30     redPoints.push_back(Vector2d::Random());
31     bluePoints.push_back(Vector2d::Random());
32   }
33 
34   PointPointMinimizer minimizer;
35   double minDistSq = std::numeric_limits<double>::max();
36 
37   //brute force to find closest red-blue pair
38   for(int i = 0; i < (int)redPoints.size(); ++i)
39     for(int j = 0; j < (int)bluePoints.size(); ++j)
40       minDistSq = std::min(minDistSq, minimizer.minimumOnObjectObject(redPoints[i], bluePoints[j]));
41   std::cout << "Brute force distance = " << sqrt(minDistSq) << ", calls = " << minimizer.calls << std::endl;
42 
43   //using BVH to find closest red-blue pair
44   minimizer.calls = 0;
45   KdBVH<double, 2, Vector2d> redTree(redPoints.begin(), redPoints.end()), blueTree(bluePoints.begin(), bluePoints.end()); //construct the trees
46   minDistSq = BVMinimize(redTree, blueTree, minimizer); //actual BVH minimization call
47   std::cout << "BVH distance         = " << sqrt(minDistSq) << ", calls = " << minimizer.calls << std::endl;
48 
49   return 0;
50 }
51