Is Point Inside Polygon?
QUESTION: How can I determine if a given point is inside or outside a polygon?
ANSWER: There are certainly several different ways to do this in IDL. This solution is provided by Baard Krane (firstname.lastname@example.org) at the University of Oslo. He writes:
The code is based on an algorithm which takes the dot and cross product of vectors from the point itself to neighbouring points in the polygon. If we write the expressions for the dot and cross product, we see that by dividing the two we get the tangent of the angle between two vectors extending from the point to two neighbouring points in the polygon. A sum over all angles should then give a very small number if the point is outside the polygon. Rather than choosing an arbitrarily small number to check, I just choose to compare the total of the angles to Pi, which works adequately for my purposes.
The code (a program named Inside ) is shown below.
FUNCTION Inside, x, y, px, py ; x - The x coordinate of the point. ; y - The y coordinate of the point. ; px - The x coordinates of the polygon. ; py - The y coordinates of the polygon. ; ; The return value of the function is 1 if the point is inside the ; polygon and 0 if it is outside the polygon. sx = Size(px) sy = Size(py) IF (sx EQ 1) THEN NX=sx ELSE RETURN, -1 ; Error if px not a vector IF (sy EQ 1) THEN NY=sy ELSE RETURN, -1 ; Error if py not a vector IF (NX EQ NY) THEN N = NX ELSE RETURN, -1 ; Incompatible dimensions tmp_px = [px, px] ; Close Polygon in x tmp_py = [py, py] ; Close Polygon in y i = indgen(N) ; Counter (0:NX-1) ip = indgen(N)+1 ; Counter (1:nx) X1 = tmp_px(i) - x Y1 = tmp_py(i) - y X2 = tmp_px(ip) - x Y2 = tmp_py(ip) - y dp = X1*X2 + Y1*Y2 ; Dot-product cp = X1*Y2 - Y1*X2 ; Cross-product theta = Atan(cp,dp) IF (Abs(Total(theta)) GT !PI) THEN RETURN, 1 ELSE RETURN, 0 END
You can do a quick check of the program by typing the following commands:
IDL> x = 0.5 IDL> y = 0.5 IDL> px = [0.0, 1.0, 1.0, 0.0] IDL> py = [0.0, 0.0, 1.0, 1.0] IDL> Print, Inside(x,y,px,py) 1
If you are using a later version of IDL (later than IDL 5.2, I think, or maybe 5.3), you can use the IDLanROI object to find out if a point is inside a polygon. Use the ContainsPoints method, like this:
IDL> object = Obj_New('IDLanROI', px, py) IDL> Print, object->ContainsPoints(x, y) 1
This method is more robust than the Inside method, Since you can check a vector or points, and you can find out if each point is inside, is outside, is on the line, or is a vertex point all at once. See the IDLanROI documentation for details.
Be sure to destroy your objects when you are finished with them!
IDL> Obj_Destroy, object
In early November 2003, William Connelly submitted this vectorized version of the Inside program discussed above.
FUNCTION Inside, x, y, px, py, Index=index ; Purpose: see if point is inside polygon ; Category: maths ; Input: x, y - [vector of] points ; px,py - points defining polygon (will be closed automatically) ; Output: vector of 1's and 0's ; OR ; indicies of points inside (if /Index is set) ; Author: "Bård Krane"
; Mods: wmc - make it work with x, y as vectors ; More-info: posted to comp.lang.idl-pvwave on Wed, 01 Apr 1998 12:26:38 +0200 ; See-also: http://www.ecse.rpi.edu/Homepages/wrf/geom/pnpoly.html for another method, possibly better ; This is better than my routine "is_inside" ; Note: reduce test from 1e-8 to 1e-4, since we are usually in single precision. In fact, "0.1" ; would do as well. On_Error, 1 sx = Size(px) sy = Size(py) IF (sx EQ 1) THEN NX = sx ELSE Message,'Variable px is not a vector' IF (sy EQ 1) THEN NY = sy ELSE Message,'Varialbe py is not a vector' IF (NX EQ NY) THEN N = NX ELSE Message,'Incompatible vector dimensions' tmp_px = [px, px] ; Close Polygon in x tmp_py = [py, py] ; Close Polygon in y i = Indgen(N,/Long) ; indices 0...N-1 ip = Indgen(N,/Long) + 1 ; indices 1...N nn = N_Elements(x) X1 = tmp_px(i) # Replicate(1,nn) - Replicate(1,n) # Reform([x],nn) Y1 = tmp_py(i) # Replicate(1,nn) - Replicate(1,n) # Reform([y],nn) X2 = tmp_px(ip) # Replicate(1,nn) - Replicate(1,n) # Reform([x],nn) Y2 = tmp_py(ip) # Replicate(1,nn) - Replicate(1,n) # Reform([y],nn) dp = X2*X1 + Y1*Y2 ; Dot-product cp = X1*Y2 - Y1*X2 ; Cross-product theta = Atan(cp,dp) ret = Replicate(0L, N_Elements(x)) i = Where(Abs(Total(theta,1)) GT 0.01,count) IF (count GT 0) THEN ret(i)=1 IF (N_Elements(ret) EQ 1) THEN ret=ret IF (Keyword_Set(index)) THEN ret=(Indgen(/Long, N_Elements(x)))(Where(ret eq 1)) RETURN, ret END
Copyright © 1998-2001 David W. Fanning
Last Updated 23 October 2001