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SeparaFill: Two generators connected mural image restoration based on generative adversarial network with skip connect
Mural is an important component of culture and art of Dunhuang in China. Unfortunately, these murals had been ruined or are being ruined by some...
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Ancient mural inpainting via structure information guided two-branch model
Ancient murals are important cultural heritages for our exploration of ancient civilizations and are of great research value. Due to long-time...
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Digital inpainting of mural images based on DC-CycleGAN
Located in Dunhuang, northwest China, the Mogao Grottoes are a cultural treasure of China and the world. However, after more than 2000 years of...
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A virtual restoration network of ancient murals via global–local feature extraction and structural information guidance
Ancient murals are precious cultural heritages. They suffer from various damages due to man-made destruction and long-time exposure to the...
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Ancient mural segmentation based on multiscale feature fusion and dual attention enhancement
To address the fuzzy segmentation boundaries, missing details, small target losses and low efficiency of traditional segmentation methods in ancient...
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Dunhuang murals image restoration method based on generative adversarial network
Murals are an important part of China’s cultural heritage. After more than a 1000 years of exposure to the sun and wind, most of these ancient murals...
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In-situ non-invasive analysis of conservation materials on mural paintings: a systematic approach in Dahuting Han Dynasty Tomb
In this study, the in-situ non-invasive analysis of the conservation materials on the mural paintings in the Dahuting Han Dynasty Tomb was performed....
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Sgrgan: sketch-guided restoration for traditional Chinese landscape paintings
Image restoration is a prominent field of research in computer vision. Restoring broken paintings, especially ancient Chinese artworks, is a...
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Restoration method of sootiness mural images based on dark channel prior and Retinex by bilateral filter
Environmental changes and human activities can cause serious degradation of murals, where sootiness is one of the most common problems of ancient...
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Extraction and restoration of scratched murals based on hyperspectral imaging—a case study of murals in the East Wall of the sixth grotto of Yungang Grottoes, Datong, China
Restoring the murals' various kinds of deteriorations is urgently necessary given the growing awareness of the need to protect cultural relics....
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Virtual reconstruction of the painting process and original colors of a color-changed Northern Wei Dynasty mural in Cave 254 of the Mogao Grottoes
The Northern Wei Dynasty (386–534 CE) murals of Cave 254 in the Mogao Grottoes, China, have been extensively affected by pigment color changes and...
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Ancient mural segmentation based on a deep separable convolution network
Traditional methods for ancient mural segmentation have drawbacks, including fuzzy target boundaries and low efficiency. Targeting these problems,...
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Study on the causes of secondary cracks of the eave wall mural of Daxiong Hall at Fengguo Temple in Yixian, Liaoning, China
Built in Kaitai 9 years after the beginning of the Liao Dynasty (1020 A.D.), the Daxiong Hall of Fengguo Temple (Yixian County, Liaoning Province) is...
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Ancient mural restoration based on a modified generative adversarial network
How to effectively protect ancient murals has become an urgent and important problem. Digital image processing developments have made it possible to...
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Application of hyperspectral imaging technology to digitally protect murals in the Qutan temple
Hyperspectral imaging technology is a research hotspot in the field of cultural heritage protection. It can be used to quickly and noninvasively...
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Restoration of non-structural damaged murals in Shenzhen Bao’an based on a generator–discriminator network
Shenzhen is a modern metropolis, but it hides a variety of valuable cultural heritage, such as ancient murals. How to effectively preserve and repair...
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In situ virtual restoration of artifacts by imaging technology
The restoration of incomplete artifacts is important for presenting the value of artifacts. Even though the existing methods provide rich solutions...
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Saturnino Herrán’s portable murals: symbolism, material agency and conservation
Alegoría de la construcción and Alegoría del trabajo were the first mural paintings commissioned to Saturnino Herrán (1887–1918), and they occupied a...
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A comparative study on the extraction effects of common agents on collagen-based binders in mural paintings
In this paper, a comparative study was conducted on the extraction effects of six agents for collagen-based mural painting binders. These agents were...
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Mural classification model based on high- and low-level vision fusion
The rapid classification of ancient murals is a pressing issue confronting scholars due to the rich content and information contained in images....
