Description: This project improves blurred images using a lightweight student CNN trained through knowledge distillation from a powerful transformer-based model, Restormer. The goal is to reduce model ...

This project demonstrates how to use knowledge distillation to train a lightweight student model for image sharpening, guided by a more complex teacher model. ⚠️ Important : First, extract the ZIP ...

How AI-powered tools like ImgUpscaler are transforming blurry, low-quality photos into sharp, professional-grade ...

We describe a predictive imaging modality created by 'fusing' two distinct technologies: imaging mass spectrometry (IMS) and microscopy. IMS-generated molecular maps, rich in chemical information but ...

Abstract: In this paper, an image sharpening method using integral image representation and Laplacian operator is presented. First, a parallel algorithm is proposed to compute the integral image of ...

That's why content creators are relying on an image refiner to give their vintage photos a glow-up. Using an image sharpener ...

Abstract: In this paper, we explained the three methods of image enhancement: Image Sharpening by sharpening the edges, Contrast Enhancement using Standard Histogram Equalization and Standard Median ...

AMD's Radeon Image Sharpening feature is specifically designed to prove players fewer PC graphics. Right now, some players are suffering from blurry graphics when playing online games. A participant ...

AMD released a driver update on Monday that added Radeon Image Sharpening support to its Radeon Vega-based graphics cards, including the Radeon VII. Doing so effectively ended a minor kerfuffle ...