Super-Resolution

Overnet: Lightweight multi-scale super-resolution with overscaling network

Super-resolution (SR) has achieved great success due to the development of deep convolutional neural networks (CNNs). However, as the …

Parichehr Behjati, Pau Rodriguez, Armin Mehri, Isabelle Hupont, Jordi Gonzalez, Carles Fernandez

Winter Conference on Applications of Computer Vision (WACV), 2021.

HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery

Generative deep learning has sparked a new wave of Super-Resolution (SR) algorithms that enhance single images with impressive …

Michel Deudon, Alfredo Kalaitzis, Israel Goytom, Md Rifat Arefin, Zhichao Lin, Kris Sankaran, Vincent Michalski, Samira E. Kahou, Julien Cornebise, Yoshua Bengio

ArXiv, 2020.