I need a function to find the shortest distance between two line segments. A line segment is defined by two endpoints. So for example one of my line segments (AB) would be defined by the two points A (x1,y1) and B (x2,y2) and the other (CD) would be defined by the two points C (x1,y1) and D (x2,y2).
Feel free to write the solution in any language you want and I can translate it into javascript. Please keep in mind my geometry skills are pretty rusty. I have already seen here and I am not sure how to translate this into a function. Thank you so much for help.
Distance between two Straight Lines The distance is the perpendicular distance from any point on one line to the other line. The shortest distance between such lines is eventually zero. The distance is equal to the length of the perpendicular between the lines.
The Distance Formula. The shortest distance between two points is a straight line. This distance can be calculated by using the distance formula. The distance between two points ( x 1 , y 1 ) and ( x 2 , y 2 ) can be defined as d = ( x 2 − x 1 ) 2 + ( y 2 − y 1 ) 2 .
This is my solution in Python. Works with 3d points and you can simplify for 2d.
import numpy as np def closestDistanceBetweenLines(a0,a1,b0,b1,clampAll=False,clampA0=False,clampA1=False,clampB0=False,clampB1=False): ''' Given two lines defined by numpy.array pairs (a0,a1,b0,b1) Return the closest points on each segment and their distance ''' # If clampAll=True, set all clamps to True if clampAll: clampA0=True clampA1=True clampB0=True clampB1=True # Calculate denomitator A = a1 - a0 B = b1 - b0 magA = np.linalg.norm(A) magB = np.linalg.norm(B) _A = A / magA _B = B / magB cross = np.cross(_A, _B); denom = np.linalg.norm(cross)**2 # If lines are parallel (denom=0) test if lines overlap. # If they don't overlap then there is a closest point solution. # If they do overlap, there are infinite closest positions, but there is a closest distance if not denom: d0 = np.dot(_A,(b0-a0)) # Overlap only possible with clamping if clampA0 or clampA1 or clampB0 or clampB1: d1 = np.dot(_A,(b1-a0)) # Is segment B before A? if d0 <= 0 >= d1: if clampA0 and clampB1: if np.absolute(d0) < np.absolute(d1): return a0,b0,np.linalg.norm(a0-b0) return a0,b1,np.linalg.norm(a0-b1) # Is segment B after A? elif d0 >= magA <= d1: if clampA1 and clampB0: if np.absolute(d0) < np.absolute(d1): return a1,b0,np.linalg.norm(a1-b0) return a1,b1,np.linalg.norm(a1-b1) # Segments overlap, return distance between parallel segments return None,None,np.linalg.norm(((d0*_A)+a0)-b0) # Lines criss-cross: Calculate the projected closest points t = (b0 - a0); detA = np.linalg.det([t, _B, cross]) detB = np.linalg.det([t, _A, cross]) t0 = detA/denom; t1 = detB/denom; pA = a0 + (_A * t0) # Projected closest point on segment A pB = b0 + (_B * t1) # Projected closest point on segment B # Clamp projections if clampA0 or clampA1 or clampB0 or clampB1: if clampA0 and t0 < 0: pA = a0 elif clampA1 and t0 > magA: pA = a1 if clampB0 and t1 < 0: pB = b0 elif clampB1 and t1 > magB: pB = b1 # Clamp projection A if (clampA0 and t0 < 0) or (clampA1 and t0 > magA): dot = np.dot(_B,(pA-b0)) if clampB0 and dot < 0: dot = 0 elif clampB1 and dot > magB: dot = magB pB = b0 + (_B * dot) # Clamp projection B if (clampB0 and t1 < 0) or (clampB1 and t1 > magB): dot = np.dot(_A,(pB-a0)) if clampA0 and dot < 0: dot = 0 elif clampA1 and dot > magA: dot = magA pA = a0 + (_A * dot) return pA,pB,np.linalg.norm(pA-pB)
Test example with pictures to help visualize:
a1=np.array([13.43, 21.77, 46.81]) a0=np.array([27.83, 31.74, -26.60]) b0=np.array([77.54, 7.53, 6.22]) b1=np.array([26.99, 12.39, 11.18]) closestDistanceBetweenLines(a0,a1,b0,b1,clampAll=True) # Result: (array([ 20.29994362, 26.5264818 , 11.78759994]), array([ 26.99, 12.39, 11.18]), 15.651394495590445) # closestDistanceBetweenLines(a0,a1,b0,b1,clampAll=False) # Result: (array([ 19.85163563, 26.21609078, 14.07303667]), array([ 18.40058604, 13.21580716, 12.02279907]), 13.240709703623198) #
Is this in 2 dimensions? If so, the answer is simply the shortest of the distance between point A and line segment CD, B and CD, C and AB or D and AB. So it's a fairly simple "distance between point and line" calculation (if the distances are all the same, then the lines are parallel).
This site explains the algorithm for distance between a point and a line pretty well.
It's slightly more tricky in the 3 dimensions because the lines are not necessarily in the same plane, but that doesn't seem to be the case here?
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