In an assignment for school do we need to do some image recognizing, where we have to find a path for a robot.
So far have we been able to find all
the polygons in
the image, but now we need to generate a pixel map, that be used for an astar algorithm later. We have found a way to do this, show below, but
the problem is that is very slow, as we go though each pixel and test if it is inside
the polygon. So my question is, are there a way that we can generate this pixel map faster?
We have a list of cordinates for
the polygon
private List<IntPoint> hull;
The fuction "getMap" is called to get
the pixel map
public Point[] getMap()
{
List<Point> points = new List<Point>();
lock (hull)
{
Rectangle rect = getRectangle();
for (int x = rect.X; x <= rect.X + rect.Width; x++)
{
for (int y = rect.Y; y <= rect.Y + rect.Height; y++)
{
if (inPoly(x, y))
points.Add(new Point(x, y));
}
}
}
return points.ToArray();
}
Get Rectangle is used to limit
the search, se we don't have to go thoug
the whole image
public Rectangle getRectangle()
{
int x = -1, y = -1, width = -1, height = -1;
foreach (IntPoint item in hull)
{
if (item.X < x || x == -1)
x = item.X;
if (item.Y < y || y == -1)
y = item.Y;
if (item.X > width || width == -1)
width = item.X;
if (item.Y > height || height == -1)
height = item.Y;
}
return new Rectangle(x, y, width-x, height-y);
}
And atlast this is how we check to see if a pixel is inside
the polygon
public bool inPoly(int x, int y)
{
int i, j = hull.Count - 1;
bool oddNodes = false;
for (i = 0; i < hull.Count; i++)
{
if (hull[i].Y < y && hull[j].Y >= y
|| hull[j].Y < y && hull[i].Y >= y)
{
try
{
if (hull[i].X + (y - hull[i].X) / (hull[j].X - hull[i].X) * (hull[j].X - hull[i].X) < x)
{
oddNodes = !oddNodes;
}
}
catch (DivideByZeroException e)
{
if (0 < x)
{
oddNodes = !oddNodes;
}
}
}
j = i;
}
return oddNodes;
}
