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Sparse-DeRF

Implementation of Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View (arXiv:2407.06613).


🚧 Status: Work in Progress

The codebase is still messy and under refactoring.

A clean, documented interface will be released once the refactor is complete.


Paper

Sparse-DeRF: Deblurred Neural Radiance Fields from Sparse View
Dogyoon Lee, Donghyeong Kim, Jungho Lee, Minhyeok Lee, Seunghoon Lee, Sangyoun Lee
Accepted to IEEE TPAMI; arXiv:2407.06613v2 (Apr 20, 2025)


Roadmap

  • Refactor core modules (data loading, blur-kernel estimation, NeRF training)
  • Add unit tests for key components
  • Clean up configuration and command-line interface
  • Write example scripts & tutorials

License

This project is released under the MIT License. See LICENSE for details.


Contact

Questions or feedback? Please open an issue or email me at dogyoon@gmail.com.

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