Automatic identification and inpainting of cracks in mural images based on improved SOM

In this paper, a self-organizing map(SOM)image restoration algorithm based on artificial neural network is proposed to repair in murals due to cracks. The algorithm is particularly applied to ancient architectural mural restoration. Considering the linear structural features of mural cracks, a multi...

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Bibliographic Details
Main Authors: YANG, Ting, WANG, Shuangshuan, PEN, Haibo, WANG, Zhaoxia
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
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Online Access:https://ink.library.smu.edu.sg/sis_research/5496
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Institution: Singapore Management University
Language: English