Luc Van Gool

SwinIR: Image Restoration Using Swin Transformer

Image restoration is a long-standing low-level vision problem that aims to restore high-quality images from low-quality images (e.g., downscaled, noisy and compressed images). W...

SURF: Speeded Up Robust Features

Anchored Neighborhood Regression for Fast Example-Based Super-Resolution

Recently there have been significant advances in image up scaling or image super-resolution based on a dictionary of low and high resolution exemplars. The running time of the m...

The Pascal Visual Object Classes (VOC) Challenge

Modeling scenes with local descriptors and latent aspects

We present a new approach to model visual scenes in image collections, based on local invariant features and probabilistic latent space models. Our formulation provides answers ...