Single image super-resolution with channel attention and diffusion

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Sen Xiang, Dasheng Huang, Haibing Yin, Hongkui Wang, Li Yu

Published: 01 Jan 2025, Last Modified: 13 May 2025Displays 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Proposed SRCAD integrates channel attention with diffusion for high-quality SISR.•DIP-CA mechanism enhances details, simplifies computation.•SRCAD outperforms latest models in PSNR and SSIM.•SRCAD reduces parameters, ensuring high performance with low computational cost.