Mercurial > hg > nsaunier > traffic-intelligence
comparison python/utils.py @ 27:44689029a86f
updated segmentIntersection and other
| author | Nicolas Saunier <nico@confins.net> |
|---|---|
| date | Sat, 05 Dec 2009 15:40:28 -0500 |
| parents | 6fb59cfb201e |
| children | ca8e716cc231 |
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| 26:54d9cb0c902b | 27:44689029a86f |
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| 2 ''' Generic utilities.''' | 2 ''' Generic utilities.''' |
| 3 | 3 |
| 4 #from numpy import * | 4 #from numpy import * |
| 5 #from pylab import * | 5 #from pylab import * |
| 6 | 6 |
| 7 from moving import Point,Interval | |
| 8 | |
| 7 __metaclass__ = type | 9 __metaclass__ = type |
| 8 | 10 |
| 9 commentChar = '#'; | 11 commentChar = '#'; |
| 10 | 12 |
| 11 # maths | 13 ######################### |
| 14 # maths section | |
| 15 ######################### | |
| 12 | 16 |
| 13 def segmentIntersection(s1, s2): | 17 def segmentIntersection(p1, p2, p3, p4): |
| 14 '''Returns the intersecting point, None otherwise | 18 '''Returns the intersecting point of the segments [p1, p2] and [p3, p4], None otherwise |
| 15 format for a segment is [[x1, x2], [y1,y2]] | |
| 16 | 19 |
| 17 >>> segmentIntersection([[0, 1], [0,1]], [[0, 1], [1,2]]) | 20 >>> segmentIntersection(Point(0,0),Point(1,1), Point(0,1), Point(1,2)) |
| 18 >>> segmentIntersection([[0, 1], [1,0]], [[0, 1], [2,1]]) | 21 >>> segmentIntersection(Point(0,1),Point(1,0), Point(0,2), Point(2,1)) |
| 19 >>> segmentIntersection([[0, 2], [0,0]], [[1, 1], [-1,1]]) | 22 >>> segmentIntersection(Point(0,0),Point(2,0), Point(1,-1),Point(1,1)) |
| 20 [1.0, 0.0] | 23 (1.000000,0.000000) |
| 21 >>> segmentIntersection([[0, 2], [0,0]], [[1, 1], [1,2]]) | 24 >>> segmentIntersection(Point(0,1),Point(2,0),Point(1,1),Point(1,2)) |
| 22 ''' | 25 ''' |
| 23 from numpy import matrix | 26 from numpy import matrix |
| 24 from numpy.linalg import linalg, det | 27 from numpy.linalg import linalg, det |
| 25 | 28 |
| 26 ds1 = [s1[0][1]-s1[0][0], s1[1][1]-s1[1][0]] | 29 dp1 = p2-p1#[s1[0][1]-s1[0][0], s1[1][1]-s1[1][0]] |
| 27 ds2 = [s2[0][1]-s2[0][0], s2[1][1]-s2[1][0]] | 30 dp2 = p4-p3#[s2[0][1]-s2[0][0], s2[1][1]-s2[1][0]] |
| 28 | 31 |
| 29 A = matrix([[ds1[1], -ds1[0]], | 32 A = matrix([[dp1.y, -dp1.x], |
| 30 [ds2[1], -ds2[0]]]) | 33 [dp2.y, -dp2.x]]) |
| 31 B = matrix([[ds1[1]*s1[0][0]-ds1[0]*s1[1][0]], | 34 B = matrix([[dp1.y*p1.x-dp1.x*p1.y], |
| 32 [ds2[1]*s2[0][0]-ds2[0]*s2[1][0]]]) | 35 [dp2.y*p3.x-dp2.x*p3.y]]) |
| 33 | 36 |
| 34 if linalg.det(A) == 0:#crossProduct(ds1, ds2) == 0: | 37 if linalg.det(A) == 0:#crossProduct(ds1, ds2) == 0: |
| 35 return None | 38 return None |
| 36 else: | 39 else: |
| 37 intersection = linalg.solve(A,B) | 40 intersection = linalg.solve(A,B) |
| 38 if (intersection[0,0] >= s1[0][0] and intersection[0,0] <= s1[0][1] | 41 if (Interval(p1.x, p2.x, True).contains(intersection[0,0]) |
| 39 and intersection[0,0] >= s2[0][0] and intersection[0,0] <= s2[0][1] | 42 and Interval(p3.x, p4.x, True).contains(intersection[0,0]) |
| 40 and intersection[1,0] >= s1[1][0] and intersection[1,0] <= s1[1][1] | 43 and Interval(p1.y, p2.y, True).contains(intersection[1,0]) |
| 41 and intersection[1,0] >= s2[1][0] and intersection[1,0] <= s2[1][1]): | 44 and Interval(p3.y, p4.y, True).contains(intersection[1,0])): |
| 42 return [intersection[0,0], intersection[1,0]] | 45 return Point(intersection[0,0], intersection[1,0]) |
| 43 else: | 46 else: |
| 44 return None | 47 return None |
| 45 | 48 |
| 46 def crossProduct(l1, l2): | 49 def crossProduct(l1, l2): |
| 47 return l1[0]*l2[1]-l1[1]*l2[0] | 50 return l1[0]*l2[1]-l1[1]*l2[0] |
| 48 | 51 |
| 49 # file I/O | 52 ######################### |
| 53 # file I/O section | |
| 54 ######################### | |
| 50 | 55 |
| 51 def openCheck(filename, option = 'r', quit = False): | 56 def openCheck(filename, option = 'r', quit = False): |
| 52 '''Open file filename in read mode by default | 57 '''Open file filename in read mode by default |
| 53 and checks it is open | 58 and checks it is open |
| 54 | 59 |
| 101 if (os.path.exists(filename)): | 106 if (os.path.exists(filename)): |
| 102 os.remove(filename) | 107 os.remove(filename) |
| 103 | 108 |
| 104 def invertHomography(homography): | 109 def invertHomography(homography): |
| 105 'Returns an inverted homography' | 110 'Returns an inverted homography' |
| 111 from numpy.linalg.linalg import inv | |
| 106 invH = inv(homography) | 112 invH = inv(homography) |
| 107 invH /= invH[2,2] | 113 invH /= invH[2,2] |
| 108 return invH | 114 return invH |
| 109 | 115 |
| 110 def project(homography, p): | 116 def project(homography, p): |
| 120 projected[1] /= projected[2] | 126 projected[1] /= projected[2] |
| 121 else: | 127 else: |
| 122 projected = p | 128 projected = p |
| 123 return projected[:2] | 129 return projected[:2] |
| 124 | 130 |
| 125 def printPoint(x,y): | 131 def projectTrajectory(homography, trajectory): |
| 126 return '(%f,%f)'%(x,y) | 132 '''Projects a series of points in the format |
| 133 [[x1, x2, ...], | |
| 134 [y1, y2, ...]] | |
| 135 | |
| 136 Warning: not optimized, calls project()''' | |
| 137 projected = [[],[]] | |
| 138 for x, y in zip(trajectory[0], trajectory[1]): | |
| 139 p = [x,y] | |
| 140 pp = project(homography, p) | |
| 141 projected[0].append(pp[0]) | |
| 142 projected[1].append(pp[1]) | |
| 143 return projected | |
| 127 | 144 |
| 128 def plotPolygon(poly, options = ''): | 145 def plotPolygon(poly, options = ''): |
| 129 from numpy.core.multiarray import array | 146 from numpy.core.multiarray import array |
| 130 from matplotlib.pyplot import plot | 147 from matplotlib.pyplot import plot |
| 131 from shapely.geometry import Polygon | 148 from shapely.geometry import Polygon |
