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

• Main Authors: YANG, Ting, WANG, Shuangshuan, PEN, Haibo, WANG, Zhaoxia
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Automatic recognition; Image inpainting; Mural crack; Self-organizing map; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/5496
• Institution: Singapore Management University

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...