WebJan 29, 2024 · Scale-arbitrary Invertible Image Downscaling Jinbo Xing, Wenbo Hu, Tien-Tsin Wong Downscaling is indispensable when distributing high-resolution (HR) images over the Internet to fit the displays of various resolutions, while upscaling is also necessary when users want to see details of the distributed images. WebIn this paper, we propose a scale-Arbitrary Invertible image Downscaling Network (AIDN), to natively downscale HR images with arbitrary scale factors. Meanwhile, the HR information is embedded in the downscaled low-resolution (LR) counterparts in a nearly imperceptible form such that our AIDN can also restore the original HR images solely from ...
Scale-arbitrary Invertible Image Downscaling: Paper and Code
WebScale-arbitrary Invertible Image Downscaling Conventional social media platforms usually downscale the HR images to restrict their resolution to a specific size for saving … WebImage rescaling is a commonly used bidirectional operation, which first downscales high-resolution images to fit various display screens or to be storage- and bandwidth-friendly, and afterward upscales the corresponding low-resolution images to recover the original resolution or the details in the zoom-in images. tata nexon ev faridabad
[2201.12576] Scale-arbitrary Invertible …
WebScale-arbitrary Invertible Image Downscaling Preprint Full-text available Jan 2024 Jinbo Xing Wenbo Hu Tien-Tsin Wong Downscaling is indispensable when distributing high-resolution (HR)... WebMar 20, 2024 · Learned Scale-Arbitrary Image Downscaling for Non-Learnable Upscaling Abstract: In this letter, we propose a learned scale-arbitrary image downscaling method … WebMar 20, 2024 · Abstract: In this letter, we propose a learned scale-arbitrary image downscaling method to downscale high-resolution (HR) images to a target low-resolution (LR) where it could be well upscaled by traditional simple upscaling methods. Specifically, the scale information is first fused into the feature extraction process of the input HR … codici skin fortnite gratis 2022