Crossmark

Cultural relic image restoration using two-stage transformer-CNN framework

Published Online: 2025-12-27

Published Print: 2026-01

Authors

Wu, Xing https://orcid.org/0000-0001-5331-022X
Gao, Deyu

Li, Zhi

Yao, Junfeng

Qian, Quan

Song, Jun
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (No. 62172267)

State Key Program of National Natural Science Foundation of China (No. 61936001)

Project of Key Laboratory of Silicate Cultural Relics Conservation (Shanghai University), Ministry of Education (No. SCRC2023ZZ02ZD)
License Information

Text and Data Mining valid from 2025-12-27

Version of Record valid from 2025-12-27
More Information

Article History

Received: 26 July 2025

Accepted: 8 December 2025

First Online: 27 December 2025

Declarations

:

: The authors declare that there is no conflict of interests with anybody or any institution regarding the publication of this manuscript.

: All authors give consent to participate.

Document is current