I'm trying to implement the Graham Scan in C++ but it doesn't work and I can't find why. Any lead would be appreciated. After some tries it seems that I always have m_M = 2
and the 2 points are the highest-y points, if that help.
Cross product to know if it's a right turn or a left turn.
qreal Interpolation::ccw(QPointF pt1, QPointF pt2, QPointF pt3)
{
return (pt2.x()-pt1.x())*(pt3.y()-pt1.y()) - (pt2.y()-pt1.y())*(pt3.x()-pt1.x());
}
Dot product divided by the norm to have the cos
because sorting the angle is the same as sorting the cos in [0, Pi]
.
qreal Interpolation::dp(QPointF pt1, QPointF pt2)
{
return (pt2.x()-pt1.x())/qSqrt((pt2.x()-pt1.x())*(pt2.x()-pt1.x()) + (pt2.y()-pt1.y())*(pt2.y()-pt1.y()));
}
The main function:
void Interpolation::ConvexHull()
{
QPointF points[m_N+1]; // My number of points
QPointF pt_temp(m_pt[0]);
qreal angle_temp(0);
int k_temp(0);
Fill the array points with points[1]
being the lower-y point:
for (int i(1); i < m_N; ++i)
{
if (m_pt[i].y() < pt_temp.y())
{
points[i+1] = pt_temp;
pt_temp = m_pt[i];
}
else
{
points[i+1] = m_pt[i];
}
}
points[1] = pt_temp;
Sorting the points array by angle and doing points[m_N] = points[0]
for (int i(2); i <= m_N; ++i)
{
pt_temp = points[i];
angle_temp = dp(points[1], pt_temp);
k_temp = i;
for (int j(1); j <= m_N-i; ++j)
{
if (dp(points[1], points[i+j]) < angle_temp)
{
pt_temp = points[i+j];
angle_temp = dp(points[1], points[i+j]);
k_temp = i+j;
}
}
points[k_temp] = points[i];
points[i] = pt_temp;
}
points[0] = points[m_N];
Executing the Graham scan
m_M = 1; // Number of points on the convex hull.
for (int i(2); i <= m_N; ++i)
{
while (ccw(points[m_M-1], points[m_M], points[i]) <= 0)
{
if (m_M > 1)
{
m_M -= 1;
}
else if (i == m_N)
{
break;
}
else
{
i += 1;
}
}
m_M += 1;
pt_temp = points[m_M];
points[m_M] = points[i];
points[i] = points[m_M];
}
Saving the points to m_convexHull
which should be the list of the points on the hull with ConvexHull[m_M]=[ConvexHull[0]
for (int i(0); i < m_M; ++i)
{
m_convexHull.push_back(points[i+1]);
}
m_convexHull.push_back(points[1]);
}
I found the problem. It lies with the sentence:
Dot product divided by the norm to have the cos because sorting the angle is the same as sorting the cos in [0, Pi].
The lower the angle, the higher the cos, so I just had to change this line of code:
if (dp(points[1], points[i+j]) < angle_temp)
to:
if (dp(points[1], points[i+j]) > angle_temp)
and now it works perfectly!
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