ISSUE 02THURSDAY, JUNE 4, 2026PRINT 06.2026

GEOMDIGEST

THE INSIDER PUBLICATION FOR COMPUTATIONAL GEOMETRY & DESIGN

GEOMDIGEST / PAPERS / A-FAST-EFFICIENT-AND-ROBUST-FEATURE-PROTECTED-DENOISING-METHOD-2025-956266
No code

A Fast, Efficient, and Robust Feature Protected Denoising Method

2025 / ACM Transactions on Graphics / DOI 10.1145/3765902

This article proposes a fast, efficient, and robust feature protected 3D mesh denoising method based on a modified Lengyel-Epstein (LE) model, primarily aiming to ensure volume stab ility and deliver superior denoising results. Compared with the original model, we mainly introduce a function expression ζ ( X ) to replace the fixed parameters. The modified model is then discretized using a seven-point difference scheme and solved by an explicit Euler method. Notably, our approach requires no training samples or upfront training time, significantly enhancing overall computational efficiency.

1
Citations
29
References
0
Implementations
Artifact located
Repro status

Reproducibility Dossier

Artifact locatedConfidence: editor verified / checked Apr 2026

GEOMDIGEST treats reproducibility as an evidence trail: public artifacts, documentation, data, packaging, archival stability, and verification checks. Numeric scores are only exposed for audited records; public pages prioritize the evidence itself.

1
Evidence
1
Verified
not yet
Code
not yet
Data
not yet
Docs
not yet
Build checks
Methodology
Improve this dossier

Implementation Index

No implementations indexed yet

This paper is in the knowledge graph, but we have not attached a runnable artifact yet.

Citation Lineage

Selected paper
A Fast, Efficient, and Robust Feature Protected Denoising...
2025 / 1 citations
Cited by0