MLDiff: a VAE-integrated diffusion model with fourier filter for high quality line drawing generation of ancient murals

Na Zhao, Qiongshuai Lyu, Junke Song, Zhengying Zhao

Open source

DOI: 10.1038/s41598-026-48436-z
Published: 2026-04-24
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-48436-z,
  title = {MLDiff: a VAE-integrated diffusion model with fourier filter for high quality line drawing generation of ancient murals},
  author = {Na Zhao and Qiongshuai Lyu and Junke Song and Zhengying Zhao},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-48436-z},
  url = {https://doi.org/10.1038/s41598-026-48436-z}
}

RIS

TY  - JOUR
TI  - MLDiff: a VAE-integrated diffusion model with fourier filter for high quality line drawing generation of ancient murals
AU  - Na Zhao
AU  - Qiongshuai Lyu
AU  - Junke Song
AU  - Zhengying Zhao
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-48436-z
UR  - https://doi.org/10.1038/s41598-026-48436-z
ER  -

APA

Zhao, N., Lyu, Q., Song, J., & Zhao, Z. (2026). MLDiff: a VAE-integrated diffusion model with fourier filter for high quality line drawing generation of ancient murals. Scientific Reports. https://doi.org/10.1038/s41598-026-48436-z

Source records

crossref · retrieved 2026-09-25T22:09:26.689Z