Overcoming Catastrophic Forgetting with Detail-Degradation Decoupling Networks for Super-Resolution

• Published in: Journal of physics. Conference series Vol. 2637; no. 1; pp. 12023 - 12029
• Main Authors: Jiang, Yichun, Liu, Yunqing, Zhan, Weida
• Format: Journal Article
• Language: English
• Published: Bristol IOP Publishing 01.11.2023
• Subjects: Decoupling; Degradation; Image enhancement; Image reconstruction; Image resolution; Physics

Abstract Super-resolution reconstruction is a crucial technology that can significantly enhance image resolution and reconstruct high-frequency details. Existing methods are fine-tuned based on the application target during their usage, which enables them to be applied to new data domains. Neverthel...