Hierarchical damage correlations for old photo restoration

• Main Authors: CAI, Weiwei, XU, Xuemiao, XU, Jiajia, ZHANG, Huaidong, YANG, Haoxin, ZHANG, Kun, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Image inpainting; Old photo restoration; Transformer; Graphics and Human Computer Interfaces; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/8730; https://ink.library.smu.edu.sg/context/sis_research/article/9733/viewcontent/HierarchicalDamageOldPhoto_av.pdf
• Institution: Singapore Management University

Restoring old photographs can preserve cherished memories. Previous methods handled diverse damages within the same network structure, which proved impractical. In addition, these methods cannot exploit correlations among artifacts, especially in scratches versus patch-misses issues. Hence, a tailor...