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Dunhuang Grottoes Painting Dataset and Benchmark

arXiv 1907.04589 ↗First posted 10 Jul 2019cs.CVcited by 5

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Abstract (arXiv)

This document introduces the background and the usage of the Dunhuang Grottoes Dataset and the benchmark. The documentation first starts with the background of the Dunhuang Grotto, which is widely recognised as an priceless heritage. Given that digital method is the modern trend for heritage protection and restoration. Follow the trend, we release the first public dataset for Dunhuang Grotto Painting restoration. The rest of the documentation details the painting data generation. To enable a data driven fashion, this dataset provided a large number of training and testing example which is sufficient for a deep learning approach. The detailed usage of the dataset as well as the benchmark is described.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 10 Jul 2019.

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Citing papers per year: 2022: 1; 2023: 0; 2024: 2; 2025: 2.

5 papers.