I'm looking for a fast way to determine the area of intersection between a rectangle and a circle (I need to do millions of these calculations).
A specific property is that in all cases the circle and rectangle always have 2 points of intersection.
Area of intersection between circle and rectangle
Asked Answered
Do they have only 2 points of intersection? Or do they have at least 2 points of intersection? –
Stonge
Do you need to calculate the area in square units, or return a set of line segments that define the area? –
Buckie
If one is inside the other, or if the two don't overlap at all, there are no points of intersection. If the circle is tangent to any of the sides of the rectangle, there's only one point of intersection. –
Prado
What exactly do you need to know? If it is for simple comparison you may be able to do less than you need to do for the exact answer. –
Marymarya
Given 2 points of intersection:
0 vertices is inside the circle: The area of a circular segment
XXXXX -------------------
X X X X Circular segment
X X XX XX
+-X-------X--+ XXXXXXXX
| X X |
| XXXXX |
1 vertex is inside the circle: The sum of the areas of a circular segment and a triangle.
XXXXX XXXXXXXXX
X X Triangle ->X _-X
X X X _- X
X +--X--+ X _- X <- Circular segment
X | X | X- XXX
XXXXX | XXXX
| |
2 vertices are inside the circle: The sum of the area of two triangles and a circular segment
XXXXX +------------X
X X | _--'/'X
X +--X--- Triangle->| _-- / X
X | X |_-- /XX <- Circular segment
X +-X---- +-------XX
XXXXX Triangle^
3 vertices are inside the circle: The area of the rectangle minus the area of a triangle plus the area of a circular segment
XXXXX
X +--X+ XXX
X | X -------XXX-----+ <- Triangle outside
X | |X Rect ''. XXX |
X +---+X ''. XX|
X X ''. X <- Circular segment inside
X X ^|X
X X | X
XXXXX
To calculate these areas:
Most of the points you'll need to use can be found by finding the intersection of a line and a circle
The areas you need to compute can be found by computing the area of a circular segment and computing the area of a triangle.
You can determine if a vertex is inside the circle by calculating if its distance from the center is less than the radius.
I realize this was answered a while ago but I'm solving the same problem and I couldn't find an out-of-the box workable solution I could use. Note that my boxes are axis aligned, this is not quite specified by the OP. The solution below is completely general, and will work for any number of intersections (not only two). Note that if your boxes are not axis-aligned (but still boxes with right angles, rather than general quads), you can take advantage of the circles being round, rotate the coordinates of everything so that the box ends up axis-aligned and then use this code.
I want to use integration - that seems like a good idea. Let's start with writing an obvious formula for plotting a circle:
x = center.x + cos(theta) * radius
y = center.y + sin(theta) * radius
^
|
|**### **
| #* # * * x
|# * # * # y
|# * # *
+-----------------------> theta
* # * #
* # * #
* #* #
***###
This is nice, but I'm unable to integrate the area of that circle over x or y; those are different quantities. I can only integrate over the angle theta, yielding areas of pizza slices. Not what I want. Let's try to change the arguments:
(x - center.x) / radius = cos(theta) // the 1st equation
theta = acos((x - center.x) / radius) // value of theta from the 1st equation
y = center.y + sin(acos((x - center.x) / radius)) * radius // substitute to the 2nd equation
That's more like it. Now given the range of x, I can integrate over y, to get an area of the upper half of a circle. This only holds for x in [center.x - radius, center.x + radius] (other values will cause imaginary outputs) but we know that the area outside that range is zero, so that is handled easily. Let's assume unit circle for simplicity, we can always plug the center and radius back later on:
y = sin(acos(x)) // x in [-1, 1]
y = sqrt(1 - x * x) // the same thing, arguably faster to compute http://www.wolframalpha.com/input/?i=sin%28acos%28x%29%29+
^ y
|
***|*** <- 1
**** | ****
** | **
* | *
* | *
----|----------+----------|-----> x
-1 1
This function indeed has an integral of pi/2, since it is an upper half of a unit circle (the area of half a circle is pi * r^2 / 2 and we already said unit, which means r = 1). Now we can calculate area of intersection of a half-circle and an infinitely tall box, standing on the x axis (the center of the circle also lies on the the x axis) by integrating over y:
f(x): integral(sqrt(1 - x * x) * dx) = (sqrt(1 - x * x) * x + asin(x)) / 2 + C // http://www.wolframalpha.com/input/?i=sqrt%281+-+x*x%29
area(x0, x1) = f(max(-1, min(1, x1))) - f(max(-1, min(1, x0))) // the integral is not defined outside [-1, 1] but we want it to be zero out there
~ ~
| ^ |
| | |
| ***|*** <- 1
****###|##|****
**|######|##| **
* |######|##| *
* |######|##| *
----|---|------+--|-------|-----> x
-1 x0 x1 1
This may not be very useful, as infinitely tall boxes are not what we want. We need to add one more parameter in order to be able to free the bottom edge of the infinitely tall box:
g(x, h): integral((sqrt(1 - x * x) - h) * dx) = (sqrt(1 - x * x) * x + asin(x) - 2 * h * x) / 2 + C // http://www.wolframalpha.com/input/?i=sqrt%281+-+x*x%29+-+h
area(x0, x1, h) = g(min(section(h), max(-section(h), x1))) - g(min(section(h), max(-section(h), x0)))
~ ~
| ^ |
| | |
| ***|*** <- 1
****###|##|****
**|######|##| **
* +------+--+ * <- h
* | *
----|---|------+--|-------|-----> x
-1 x0 x1 1
Where h is the (positive) distance of the bottom edge of our infinite box from the x axis. The section function calculates the (positive) position of intersection of the unit circle with the horizontal line given by y = h and we could define it by solving:
sqrt(1 - x * x) = h // http://www.wolframalpha.com/input/?i=sqrt%281+-+x+*+x%29+%3D+h
section(h): (h < 1)? sqrt(1 - h * h) : 0 // if h is 1 or above, then the section is an empty interval and we want the area integral to be zero
^ y
|
***|*** <- 1
**** | ****
** | **
-----*---------+---------*------- y = h
* | *
----||---------+---------||-----> x
-1| |1
-section(h) section(h)
Now we can get the things going. So how to calculate the area of intersection of a finite box intersecting a unit circle above the x axis:
area(x0, x1, y0, y1) = area(x0, x1, y0) - area(x0, x1, y1) // where x0 <= x1 and y0 <= y1
~ ~ ~ ~
| ^ | | ^ |
| | | | | |
| ***|*** | ***|***
****###|##|**** ****---+--+**** <- y1
**|######|##| ** ** | **
* +------+--+ * <- y0 * | *
* | * * | *
----|---|------+--|-------|-----> x ----|---|------+--|-------|-----> x
x0 x1 x0 x1
^
|
***|***
****---+--+**** <- y1
**|######|##| **
* +------+--+ * <- y0
* | *
----|---|------+--|-------|-----> x
x0 x1
That's nice. So how about a box which is not above the x axis? I'd say not all the boxes are. Three simple cases arise:
- the box is above the x axis (use the above equation)
- the box is below the x axis (flip the sign of y coordinates and use the above equation)
- the box is intersecting the x axis (split the box to upper and lower half, calculate the area of both using the above and sum them)
Easy enough? Let's write some code:
float section(float h, float r = 1) // returns the positive root of intersection of line y = h with circle centered at the origin and radius r
{
assert(r >= 0); // assume r is positive, leads to some simplifications in the formula below (can factor out r from the square root)
return (h < r)? sqrt(r * r - h * h) : 0; // http://www.wolframalpha.com/input/?i=r+*+sin%28acos%28x+%2F+r%29%29+%3D+h
}
float g(float x, float h, float r = 1) // indefinite integral of circle segment
{
return .5f * (sqrt(1 - x * x / (r * r)) * x * r + r * r * asin(x / r) - 2 * h * x); // http://www.wolframalpha.com/input/?i=r+*+sin%28acos%28x+%2F+r%29%29+-+h
}
float area(float x0, float x1, float h, float r) // area of intersection of an infinitely tall box with left edge at x0, right edge at x1, bottom edge at h and top edge at infinity, with circle centered at the origin with radius r
{
if(x0 > x1)
std::swap(x0, x1); // this must be sorted otherwise we get negative area
float s = section(h, r);
return g(max(-s, min(s, x1)), h, r) - g(max(-s, min(s, x0)), h, r); // integrate the area
}
float area(float x0, float x1, float y0, float y1, float r) // area of the intersection of a finite box with a circle centered at the origin with radius r
{
if(y0 > y1)
std::swap(y0, y1); // this will simplify the reasoning
if(y0 < 0) {
if(y1 < 0)
return area(x0, x1, -y0, -y1, r); // the box is completely under, just flip it above and try again
else
return area(x0, x1, 0, -y0, r) + area(x0, x1, 0, y1, r); // the box is both above and below, divide it to two boxes and go again
} else {
assert(y1 >= 0); // y0 >= 0, which means that y1 >= 0 also (y1 >= y0) because of the swap at the beginning
return area(x0, x1, y0, r) - area(x0, x1, y1, r); // area of the lower box minus area of the higher box
}
}
float area(float x0, float x1, float y0, float y1, float cx, float cy, float r) // area of the intersection of a general box with a general circle
{
x0 -= cx; x1 -= cx;
y0 -= cy; y1 -= cy;
// get rid of the circle center
return area(x0, x1, y0, y1, r);
}
And some basic unit tests:
printf("%f\n", area(-10, 10, -10, 10, 0, 0, 1)); // unit circle completely inside a huge box, area of intersection is pi
printf("%f\n", area(-10, 0, -10, 10, 0, 0, 1)); // half of unit circle inside a large box, area of intersection is pi/2
printf("%f\n", area(0, 10, -10, 10, 0, 0, 1)); // half of unit circle inside a large box, area of intersection is pi/2
printf("%f\n", area(-10, 10, -10, 0, 0, 0, 1)); // half of unit circle inside a large box, area of intersection is pi/2
printf("%f\n", area(-10, 10, 0, 10, 0, 0, 1)); // half of unit circle inside a large box, area of intersection is pi/2
printf("%f\n", area(0, 1, 0, 1, 0, 0, 1)); // unit box covering one quadrant of the circle, area of intersection is pi/4
printf("%f\n", area(0, -1, 0, 1, 0, 0, 1)); // unit box covering one quadrant of the circle, area of intersection is pi/4
printf("%f\n", area(0, -1, 0, -1, 0, 0, 1)); // unit box covering one quadrant of the circle, area of intersection is pi/4
printf("%f\n", area(0, 1, 0, -1, 0, 0, 1)); // unit box covering one quadrant of the circle, area of intersection is pi/4
printf("%f\n", area(-.5f, .5f, -.5f, .5f, 0, 0, 10)); // unit box completely inside a huge circle, area of intersection is 1
printf("%f\n", area(-20, -10, -10, 10, 0, 0, 1)); // huge box completely outside a circle (left), area of intersection is 0
printf("%f\n", area(10, 20, -10, 10, 0, 0, 1)); // huge box completely outside a circle (right), area of intersection is 0
printf("%f\n", area(-10, 10, -20, -10, 0, 0, 1)); // huge box completely outside a circle (below), area of intersection is 0
printf("%f\n", area(-10, 10, 10, 20, 0, 0, 1)); // huge box completely outside a circle (above), area of intersection is 0
The output of this is:
3.141593
1.570796
1.570796
1.570796
1.570796
0.785398
0.785398
0.785398
0.785398
1.000000
-0.000000
0.000000
0.000000
0.000000
Which seems correct to me. You may want to inline the functions if you don't trust your compiler to do it for you.
This uses 6 sqrt, 4 asin, 8 div, 16 mul and 17 adds for boxes that do not intersect the x axis and a double of that (and 1 more add) for boxes that do. Note that the divisions are by radius and could be reduced to two divisions and a bunch of multiplications. If the box in question intersected the x axis but did not intersect the y axis, you could rotate everything by pi/2 and do the calculation in the original cost.
I'm using it as a reference to debug subpixel-precise antialiased circle rasterizer. It is slow as hell :), I need to calculate the area of intersection of each pixel in the bounding box of the circle with the circle to get alpha. You can sort of see that it works and no numerical artifacts seem to appear. The figure below is a plot of a bunch of circles with the radius increasing from 0.3 px to about 6 px, laid out in a spiral.
I hope its not bad form to post an answer to such an old question. I looked over the above solutions and worked out an algorithm which is similar to Daniels first answer, but a good bit tighter.
In short, assume the full area is in the rectangle, subtract off the four segments in the external half planes, then add any the areas in the four external quadrants, discarding trivial cases along the way.
pseudocde (my actual code is only ~12 lines..)
find the signed (negative out) normalized distance from the circle center
to each of the infinitely extended rectangle edge lines,
ie.
d_1=(xcenter-xleft)/r
d_2=(ycenter-ybottom)/r
etc
for convenience order 1,2,3,4 around the edge. If the rectangle is not
aligned with the cartesian coordinates this step is more complicated but
the remainder of the algorithm is the same
If ANY d_i <=- 1 return 0
if ALL d_i >= 1 return Pi r^2
this leave only one remaining fully outside case: circle center in
an external quadrant, and distance to corner greater than circle radius:
for each adjacent i,j (ie. i,j=1,2;2,3;3,4;4,1)
if d_i<=0 and d_j <= 0 and d_i^2+d_j^2 > 1 return 0
now begin with full circle area and subtract any areas in the
four external half planes
Area= Pi r^2
for each d_i>-1
a_i=arcsin( d_i ) #save a_i for next step
Area -= r^2/2 (Pi - 2 a_i - sin(2 a_i))
At this point note we have double counted areas in the four external
quadrants, so add back in:
for each adjacent i,j
if d_i < 1 and d_j < 1 and d_i^2+d_j^2 < 1
Area += r^2/4 (Pi- 2 a_i - 2 a_j -sin(2 a_i) -sin(2 a_j) + 4 sin(a_i) sin(a_j))
return Area
Incidentally, that last formula for the area of a circle contained in a plane quadrant is readily derived as the sum of a circular segment, two right triangles and a rectangle.
Enjoy.
The following is how to calculate the overlapping area between circle and rectangle where the center of circle lies outside the rectangle. Other cases can be reduced to this problem.
The area can be calculate by integrating the circle equation y = sqrt[a^2 - (x-h)^2] + k where a is radius, (h,k) is circle center, to find the area under curve. You may use computer integration where the area is divided into many small rectangle and calculating the sum of them, or just use closed form here.
And here is a C# source implementing the concept above. Note that there is a special case where the specified x lies outside the boundaries of the circle. I just use a simple workaround here (which is not producing the correct answers in all cases)
public static void RunSnippet()
{
// test code
double a,h,k,x1,x2;
a = 10;
h = 4;
k = 0;
x1 = -100;
x2 = 100;
double r1 = Integrate(x1, a, h, k);
double r2 = Integrate(x2, a, h, k);
Console.WriteLine(r2 - r1);
}
private static double Integrate(double x, double a,double h, double k)
{
double a0 = a*a - (h-x)*(h-x);
if(a0 <= 0.0){
if(k == 0.0)
return Math.PI * a * a / 4.0 * Math.Sign(x);
else
throw new Exception("outside boundaries");
}
double a1 = Math.Sqrt(a*a - (h-x)*(h-x)) * (h-x);
double area = 0.5 * Math.Atan(a1 / ((h-x)*(h-x) - a*a))*a*a - 0.5 * a1 + k * x;
return area;
}
Note: This problem is very similar to one in Google Code Jam 2008 Qualification round problem: Fly Swatter. You can click on the score links to download the source code of the solution too.
Thanks for the answers,
I forgot to mention that area estimatations were enough. That; s why in the end, after looking at all the options, I went with monte-carlo estimation where I generate random points in the circle and test if they're in the box.
In my case this is likely more performant. (I have a grid placed over the circle and I have to measure the ratio of the circle belonging to each of the grid-cells. )
Thanks
Ah, estimations being okay makes a big difference :] –
Francinafrancine
Perhaps you can use the answer to this question, where the area of intersection between a circle and a triangle is asked. Split your rectangle into two triangles and use the algorithms described there.
Another way is to draw a line between the two intersection points, this splits your area into a polygon (3 or 4 edges) and a circular segment, for both you should be able to find libraries easier or do the calculations yourself.
Here is another solution for the problem:
public static bool IsIntersected(PointF circle, float radius, RectangleF rectangle)
{
var rectangleCenter = new PointF((rectangle.X + rectangle.Width / 2),
(rectangle.Y + rectangle.Height / 2));
var w = rectangle.Width / 2;
var h = rectangle.Height / 2;
var dx = Math.Abs(circle.X - rectangleCenter.X);
var dy = Math.Abs(circle.Y - rectangleCenter.Y);
if (dx > (radius + w) || dy > (radius + h)) return false;
var circleDistance = new PointF
{
X = Math.Abs(circle.X - rectangle.X - w),
Y = Math.Abs(circle.Y - rectangle.Y - h)
};
if (circleDistance.X <= (w))
{
return true;
}
if (circleDistance.Y <= (h))
{
return true;
}
var cornerDistanceSq = Math.Pow(circleDistance.X - w, 2) +
Math.Pow(circleDistance.Y - h, 2);
return (cornerDistanceSq <= (Math.Pow(radius, 2)));
}
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