Dunhuang Grottoes Painting Dataset and Benchmark
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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.
- 2022MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpaintingcited by 35
- 2024HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attentioncited by 10
- 2025Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solutioncited by 4
- 2025CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidancecited by 3
- 2024ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintingscited by 0
- 2025CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance10 Aug 2025
- 2025Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution16 May 2025
- 2024ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings25 Feb 2024
- 2024HINT: High-quality INPainting Transformer with Mask-Aware Encoding and Enhanced Attention22 Feb 2024
- 2022MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting12 Mar 2022