Majed El Helou | DeepAI

AI Chat

Featured Co-authors

Radu Timofte
174 publications
Qing Wang
110 publications
Xin Huang
85 publications
Jian Cheng
79 publications
Yu Zhu
49 publications
Sabine Süsstrunk
36 publications
Kele Xu
33 publications
Michael S. Brown
27 publications
A. N. Rajagopalan
27 publications
Mahmoud Afifi
23 publications
Sourya Dipta Das
22 publications

∙ 06/26/2023

Fuzzy-Conditioned Diffusion and Diffusion Projection Attention Applied to Facial Image Correction

Image diffusion has recently shown remarkable performance in image synth...

0 Majed El Helou, et al. ∙

∙ 10/10/2022

PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples

Image noise can often be accurately fitted to a Poisson-Gaussian distrib...

0 Nicolas Bähler, et al. ∙

∙ 08/25/2022

DSR: Towards Drone Image Super-Resolution

Despite achieving remarkable progress in recent years, single-image supe...

0 Xiaoyu Lin, et al. ∙

∙ 01/02/2022

Image Denoising with Control over Deep Network Hallucination

Deep image denoisers achieve state-of-the-art results but with a hidden ...

4 Qiyuan Liang, et al. ∙

∙ 06/01/2021

Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks

Image classification has significantly improved using deep learning. Thi...

8 Xiaoyu Lin, et al. ∙

∙ 04/27/2021

NTIRE 2021 Depth Guided Image Relighting Challenge

Image relighting is attracting increasing interest due to its various ap...

0 Majed El Helou, et al. ∙

∙ 01/12/2021

Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion

Following the performance breakthrough of denoising networks, improvemen...

0 Xiaoqi Ma, et al. ∙

∙ 11/03/2020

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration

Image restoration encompasses fundamental image processing tasks that ha...

8 Majed El Helou, et al. ∙

∙ 09/27/2020

AIM 2020: Scene Relighting and Illumination Estimation Challenge

We review the AIM 2020 challenge on virtual image relighting and illumin...

0 Majed El Helou, et al. ∙

∙ 05/11/2020

VIDIT: Virtual Image Dataset for Illumination Transfer

Deep image relighting is gaining more interest lately, as it allows phot...

0 Majed El Helou, et al. ∙

∙ 05/09/2020

Realizability of Planar Point Embeddings from Angle Measurements

Localization of a set of nodes is an important and a thoroughly research...

0 Frederike Dümbgen, et al. ∙

∙ 04/14/2020

Divergence-Based Adaptive Extreme Video Completion

Extreme image or video completion, where, for instance, we only retain 1...

0 Majed El Helou, et al. ∙

∙ 03/16/2020

Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

Super-resolution and denoising are ill-posed yet fundamental image resto...

0 Majed El Helou, et al. ∙

∙ 03/12/2020

W2S: A Joint Denoising and Super-Resolution Dataset

Denoising and super-resolution (SR) are fundamental tasks in imaging. Th...

0 Ruofan Zhou, et al. ∙

∙ 03/07/2020

AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks

The large capacity of neural networks enables them to learn complex func...

0 Majed El Helou, et al. ∙

∙ 07/05/2019

Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning

Blind and universal image denoising consists of a unique model that deno...

3 Majed El Helou, et al. ∙

∙ 05/20/2019

Drone Shadow Tracking

Aerial videos taken by a drone not too far above the surface may contain...

0 Xiaoyan Zou, et al. ∙

∙ 09/11/2018

Fourier-Domain Optimization for Image Processing

Image optimization problems encompass many applications such as spectral...

0 Majed El Helou, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world