128 citations · 315 across the 51 of their papers we have counts for
5 papers · 1 filter
Image Restoration using Plug-and-Play CNN MAP Denoisers
Siavash Bigdeli, David Honzátko, Sabine Süsstrunk +1
Plug-and-play denoisers can be used to perform generic image restoration tasks independent of the degradation type. These methods build on the fact that the Maximum a Posteriori (M…
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
Majed El Helou, Sabine Süsstrunk
Blind and universal image denoising consists of using a unique model that denoises images with any level of noise. It is especially practical as noise levels do not need to be know…
Drone Shadow Tracking
Xiaoyan Zou, Ruofan Zhou, Majed El Helou +1
Aerial videos taken by a drone not too far above the surface may contain the drone's shadow projected on the scene. This deteriorates the aesthetic quality of videos. With the pres…
Fast and Efficient Zero-Learning Image Fusion
Fayez Lahoud, Sabine Süsstrunk
We propose a real-time image fusion method using pre-trained neural networks. Our method generates a single image containing features from multiple sources. We first decompose imag…
Self-Binarizing Networks
Fayez Lahoud, Radhakrishna Achanta, Pablo Márquez-Neila +1
We present a method to train self-binarizing neural networks, that is, networks that evolve their weights and activations during training to become binary. To obtain similar binary…