How do I compute the intersection point of two lines?

bolt19 picture bolt19 · Dec 19, 2013 · Viewed 117.3k times · Source

I have two lines that intersect at a point. I know the endpoints of the two lines. How do I compute the intersection point in Python?

# Given these endpoints
#line 1
A = [X, Y]
B = [X, Y]

#line 2
C = [X, Y]
D = [X, Y]

# Compute this:
point_of_intersection = [X, Y]

Answer

rook picture rook · Dec 19, 2013

Can't stand aside,

So we have linear system:

A1 * x + B1 * y = C1
A2 * x + B2 * y = C2

let's do it with Cramer's rule, so solution can be found in determinants:

x = Dx/D
y = Dy/D

where D is main determinant of the system:

A1 B1
A2 B2

and Dx and Dy can be found from matricies:

C1 B1
C2 B2

and

A1 C1
A2 C2

(notice, as C column consequently substitues the coef. columns of x and y)

So now the python, for clarity for us, to not mess things up let's do mapping between math and python. We will use array L for storing our coefs A, B, C of the line equations and intestead of pretty x, y we'll have [0], [1], but anyway. Thus, what I wrote above will have the following form further in the code:

for D

L1[0] L1[1]
L2[0] L2[1]

for Dx

L1[2] L1[1]
L2[2] L2[1]

for Dy

L1[0] L1[2]
L2[0] L2[2]

Now go for coding:

line - produces coefs A, B, C of line equation by two points provided,
intersection - finds intersection point (if any) of two lines provided by coefs.

from __future__ import division 

def line(p1, p2):
    A = (p1[1] - p2[1])
    B = (p2[0] - p1[0])
    C = (p1[0]*p2[1] - p2[0]*p1[1])
    return A, B, -C

def intersection(L1, L2):
    D  = L1[0] * L2[1] - L1[1] * L2[0]
    Dx = L1[2] * L2[1] - L1[1] * L2[2]
    Dy = L1[0] * L2[2] - L1[2] * L2[0]
    if D != 0:
        x = Dx / D
        y = Dy / D
        return x,y
    else:
        return False

Usage example:

L1 = line([0,1], [2,3])
L2 = line([2,3], [0,4])

R = intersection(L1, L2)
if R:
    print "Intersection detected:", R
else:
    print "No single intersection point detected"