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Check if a point lies within a polygon
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# PNPOLY - Point Inclusion in Polygon Test\n", | |
"\n", | |
"Python implementation based on PNPOLY by W. Randolph Franklin\n", | |
"\n", | |
"https://wrf.ecse.rpi.edu//Research/Short_Notes/pnpoly.html" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import numpy as np" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def inside(point, polygon):\n", | |
" def pnpoly(nvert, vertx, verty, testx, testy):\n", | |
" i, j, c = 0, nvert - 1, 0\n", | |
" for i in range(nvert):\n", | |
" if ( ((verty[i]>testy) != (verty[j]>testy)) and (testx < (vertx[j]-vertx[i]) * (testy-verty[i]) / (verty[j]-verty[i]) + vertx[i]) ):\n", | |
" c = not c\n", | |
" j = i\n", | |
" return c\n", | |
" return pnpoly(polygon.shape[0], polygon[:, 0], polygon[:, 1], point[0], point[1])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"True" | |
] | |
}, | |
"execution_count": 3, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"point = np.array([1.5, 1.5])\n", | |
"polygon = np.array([[1, 1], [1, 2], [2, 2], [2, 1]]);\n", | |
"\n", | |
"inside(point, polygon)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.6.4" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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