Search Results for author: Paul L Rosin

Found 1 papers, 1 papers with code

Deep Generative Model based Rate-Distortion for Image Downscaling Assessment

1 code implementation22 Mar 2024 Yuanbang Liang, Bhavesh Garg, Paul L Rosin, Yipeng Qin

Our main idea is that downscaling and super-resolution (SR) can be viewed as the encoding and decoding processes in the rate-distortion model, respectively, and that a downscaling algorithm that preserves more details in the resulting low-resolution (LR) images should lead to less distorted high-resolution (HR) images in SR.

Super-Resolution

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