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PIU-Net

Generation of Virtual Panoramic Views from Colored Point Clouds

This Code consists of two files.

  1. The Matlab file was the first implementation for rendering spherical images from the point cloud. (A c++ version does exist)
  2. The python file describes the structure of the network and the used losses. The files needed describing the circular convolutian can be found here.

Demo video

PIU-Net_git.mp4

Paper

If you use this code please cite following Paper

@conference{visapp21,
author={Michael G. Adam and Eckehard Steinbach},
title={PIU-Net: Generation of Virtual Panoramic Views from Colored Point Clouds},
booktitle={Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) - Volume 4: VISAPP},
year={2021},
pages={269-276},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010198302690276},
isbn={978-989-758-488-6},
issn={2184-4321},
}