File: triangle_mesh_from_point_cloud_ball_pivoting.py

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# ----------------------------------------------------------------------------
# -                        Open3D: www.open3d.org                            -
# ----------------------------------------------------------------------------
# The MIT License (MIT)
#
# Copyright (c) 2018-2021 www.open3d.org
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
# FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
# IN THE SOFTWARE.
# ----------------------------------------------------------------------------

import open3d as o3d

if __name__ == "__main__":
    bunny = o3d.data.BunnyMesh()
    gt_mesh = o3d.io.read_triangle_mesh(bunny.path)
    gt_mesh.compute_vertex_normals()

    pcd = gt_mesh.sample_points_poisson_disk(3000)
    print("Displaying input pointcloud ...")
    o3d.visualization.draw([pcd], point_size=5)

    radii = [0.005, 0.01, 0.02, 0.04]
    print('Running ball pivoting surface reconstruction ...')
    rec_mesh = o3d.geometry.TriangleMesh.create_from_point_cloud_ball_pivoting(
        pcd, o3d.utility.DoubleVector(radii))
    print("Displaying reconstructed mesh ...")
    o3d.visualization.draw([rec_mesh])