Contextual-assisted scratched photo restoration

• Main Authors: CAI, Weiwei, ZHANG, Huaidong, XU, Xuemiao, HE, Shengfeng, ZHANG, Kun, QIN, Jing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Image restoration; Feature extraction; Deep learning; Electronic mail; Context modeling; Videos; Task analysis; Computational Engineering; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8377
• Institution: Singapore Management University

Printed photographs can be easily warped, wrinkled, and even deteriorated over time. Existing methods treat the restoration of scratches as a pure inpainting problem that neglects the underlying corrupted contextual knowledge. However, important underlying contents are hidden behind the scratches, w...