import numpy as np import matplotlib.pyplot as plt from itertools import product def check_line_voxel( px, py, pz, dx, dy, dz, vx, vy, vz, c ): """Check if a line intersects a voxel.""" # Compute the intersection bounds kx1 = (px - dx) / vx ky1 = (py - dy) / vy kz1 = (pz - dz) / vz kx2 = (px - dx + c) / vx ky2 = (py - dy + c) / vy kz2 = (pz - dz + c) / vz # Order the bounds kxmin = np.min(np.concatenate([ kx1[:, np.newaxis], kx2[:, np.newaxis] ], axis=1), axis=1) kymin = np.min(np.concatenate([ ky1[:, np.newaxis], ky2[:, np.newaxis] ], axis=1), axis=1) kzmin = np.min(np.concatenate([ kz1[:, np.newaxis], kz2[:, np.newaxis] ], axis=1), axis=1) kxmax = np.max(np.concatenate([ kx1[:, np.newaxis], kx2[:, np.newaxis] ], axis=1), axis=1) kymax = np.max(np.concatenate([ ky1[:, np.newaxis], ky2[:, np.newaxis] ], axis=1), axis=1) kzmax = np.max(np.concatenate([ kz1[:, np.newaxis], kz2[:, np.newaxis] ], axis=1), axis=1) # Check if the bounds overlap kmax = np.min(np.concatenate([ kxmax[:, np.newaxis], kymax[:, np.newaxis], kzmax[:, np.newaxis] ], axis=1), axis=1) kmin = np.max(np.concatenate([ kxmin[:, np.newaxis], kymin[:, np.newaxis], kzmin[:, np.newaxis] ], axis=1), axis=1) return kmin <= kmax c = 1.0 points = np.array([[x, y, z] for x, y, z in product( np.arange(-5.0, 4.0, c), np.arange(-5.0, 4.0, c), np.arange(-5.0, 4.0, c)) ]) while True: fig = plt.figure() ax = plt.axes(projection='3d') d = np.random.rand(3) * 1 - 0.5 v = np.random.rand(3) * 1 - 0.5 px, py, pz = points[:, 0], points[:, 1], points[:, 2] dx, dy, dz = d vx, vy, vz = v bool_vect = check_line_voxel(px, py, pz, dx, dy, dz, vx, vy, vz, c) # plot cube for i, (px, py, pz) in enumerate(points): if not bool_vect[i]: continue ax.plot([px, px+c], [py, py], [pz, pz], 'b') ax.plot([px, px+c], [py, py], [pz+c, pz+c], 'b') ax.plot([px, px+c], [py+c, py+c], [pz, pz], 'b') ax.plot([px, px+c], [py+c, py+c], [pz+c, pz+c], 'b') ax.plot([px, px], [py, py+c], [pz, pz], 'b') ax.plot([px, px], [py, py+c], [pz+c, pz+c], 'b') ax.plot([px+c, px+c], [py, py+c], [pz, pz], 'b') ax.plot([px+c, px+c], [py, py+c], [pz+c, pz+c], 'b') ax.plot([px, px], [py, py], [pz, pz+c], 'b') ax.plot([px, px], [py+c, py+c], [pz, pz+c], 'b') ax.plot([px+c, px+c], [py, py], [pz, pz+c], 'b') ax.plot([px+c, px+c], [py+c, py+c], [pz, pz+c], 'b') # plot line ax.plot([dx, dx+vx], [dy, dy+vy], [dz, dz+vz], 'g') plt.show()