Dunhuang Grottoes Painting Dataset and Benchmark

Tianxiu Yu; Shijie Zhang; Cong Lin; Shaodi You; Jian Wu; Jiawan Zhang; Xiaohong Ding; Huili An

Dunhuang Grottoes Painting Dataset and Benchmark

Computer Vision and Pattern Recognition 2019-07-12 v2

Authors: Tianxiu Yu , Shijie Zhang , Cong Lin , Shaodi You , Jian Wu , Jiawan Zhang , Xiaohong Ding , Huili An

Abstract

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.

Keywords

dunhuang grottoes painting dataset benchmark heritage restoration deep learning

Cite

@article{arxiv.1907.04589,
  title  = {Dunhuang Grottoes Painting Dataset and Benchmark},
  author = {Tianxiu Yu and Shijie Zhang and Cong Lin and Shaodi You and Jian Wu and Jiawan Zhang and Xiaohong Ding and Huili An},
  journal= {arXiv preprint arXiv:1907.04589},
  year   = {2019}
}

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8 pages, 1 column

Dunhuang Grottoes Painting Dataset and Benchmark

Abstract

Keywords

Cite

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