rgl-epfl/drtvam: An inverse rendering framework for tomographic volumetric additive manufacturing

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ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia), December 2024.

Baptiste Nicolet
·
Felix Wechsler
·
Jorge Madrid-Wolff
·
Christophe Moser
·
Wenzel Jakob

Dr.TVAM is an inverse rendering framework for tomographic volumetric additive
manufacturing. It is based on the Mitsuba renderer, and uses physically-based
differentiable rendering to optimize patterns for TVAM. In particular, it supports:

  • Scattering printing media
  • Arbitrary vial shapes
  • Arbitrary projector motions
  • An improved discretization scheme for the target shape

⚠️ Sign up for online workshop in Spring 2025

  • The date is not announced yet, but sign up for the announcement: here

Installing Dr.TVAM can be done via pip:

We provide a convenience command-line tool drtvam to run simple optimizations. You can run it as:

drtvam path/to/config.json

Please refer to the documentation for details on the configuration file format.

Dr.TVAM provides a set of useful abstractions to implement a wide variety of
custom TVAM setups. We show examples in the documentation to get you started.

The full documentation for this project, along with jupyter notebooks
explaining the basics of implementing your own optimizations in our framework,
can be found on readthedocs.

Can be found on YouTube:

This project is provided under a non-commercial license. Please refer to the LICENSE file for details.

When using this project in academic works, please cite the following paper:

@article{nicolet2024inverse,
    author = {Nicolet, Baptiste and Wechsler, Felix and Madrid-Wolff, Jorge and Moser, Christophe and Jakob, Wenzel},
    title = {Inverse Rendering for Tomographic Volumetric Additive Manufacturing},
    journal = {Transactions on Graphics (Proceedings of SIGGRAPH Asia)},
    volume = {43},
    number={6},
    year = {2024},
    month = dec,
    doi = {10.1145/3687924}
}

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