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cs.CV2026
Detail Loss in Super-Resolution Models Based on the Laplacian Pyramid and Repeated Upscaling and Downscaling Process
Sangjun Han, Youngmi Hur
With advances in artificial intelligence, image processing has gained significant interest. Image super-resolution is a vital technology closely related to real-world applications,…
cs.CV2022★ 2 cited
Laplacian Pyramid-like Autoencoder
Sangjun Han, Taeil Hur, Youngmi Hur
In this paper, we develop the Laplacian pyramid-like autoencoder (LPAE) by adding the Laplacian pyramid (LP) concept widely used to analyze images in Signal Processing. LPAE decomp…