Majed El Helou

According to our database, Majed El Helou authored at least 32 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Facial Image Feature Analysis and its Specialization for Fréchet Distance and Neighborhoods.

Doruk Cetin, Benedikt Schesch, Petar Stamenkovic, Niko Benjamin Huber, Fabio Zünd, Majed El Helou

CoRR, 2024

PDA-RWSR: Pixel-Wise Degradation Adaptive Real-World Super-Resolution.

Andreas Aakerberg, Majed El Helou, Kamal Nasrollahi, Thomas B. Moeslund

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition.

Laura Mascarell, Yan L'Homme, Majed El Helou

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

VerA: Versatile Anonymization Fit for Clinical Facial Images.

Majed El Helou, Doruk Cetin, Petar Stamenkovic, Fabio Zund

CoRR, 2023

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

Majed El Helou

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

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

Majed El Helou, Sabine Süsstrunk

IEEE Trans. Image Process., 2022

PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples.

Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumus, Sabine Süsstrunk

IEEE Signal Process. Lett., 2022

DSR: Towards Drone Image Super-Resolution.

Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Image Denoising with Control over Deep Network Hallucination.

Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk

Proceedings of the Computational Imaging XX, online, January 15-26, 2022, 2022

2021

Deep Image Restoration: Between Data Fidelity and Learned Priors.

Majed El Helou

PhD thesis, 2021

Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks.

Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk

IEEE Signal Process. Lett., 2021

Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion.

Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

NTIRE 2021 Depth Guided Image Relighting Challenge.

Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

W2S: Widefield2SIM Raw Dataset.

Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk

Dataset, June, 2020

Blind Universal Bayesian Image Denoising With Gaussian Noise Level Learning.

Majed El Helou, Sabine Süsstrunk

IEEE Trans. Image Process., 2020

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

Majed El Helou, Sabine Süsstrunk

CoRR, 2020

VIDIT: Virtual Image Dataset for Illumination Transfer.

Majed El Helou, Ruofan Zhou, Johan Barthas, Sabine Süsstrunk

CoRR, 2020

W2S: A Joint Denoising and Super-Resolution Dataset.

Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk

CoRR, 2020

Divergence-Based Adaptive Extreme Video Completion.

Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Realizability of Planar Point Embeddings from Angle Measurements.

Frederike Dümbgen, Majed El Helou, Adam Scholefield

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping.

Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

AIM 2020: Scene Relighting and Illumination Estimation Challenge.

Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte, Mahmoud Afifi, Michael S. Brown, Kele Xu, Hengxing Cai, Yuzhong Liu, Li-Wen Wang, Zhi-Song Liu, Chu-Tak Li, Sourya Dipta Das, Nisarg A. Shah, Akashdeep Jassal, Tongtong Zhao, Shanshan Zhao, Sabari Nathan, M. Parisa Beham, R. Suganya, Qing Wang, Zhongyun Hu, Xin Huang, Yaning Li, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Densen Puthussery, Hrishikesh P. S, Melvin Kuriakose, C. V. Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks.

Majed El Helou, Ruofan Zhou, Sabine Süsstrunk

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Drone Shadow Tracking.

Xiaoyan Zou, Ruofan Zhou, Majed El Helou, Sabine Süsstrunk

CoRR, 2019

Mobile Robotic Painting of Texture.

Majed El Helou, Stephan Mandt, Andreas Krause, Paul A. Beardsley

Proceedings of the International Conference on Robotics and Automation, 2019

AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results.

Shuhang Gu, Hanwen Liu, Dan Zhu, Tangxin Xie, Xin Yang, Chen Zhu, Jia Yu, Wenyu Sun, Xin Tao, Zijun Deng, Liying Lu, Martin Danelljan, Wenbo Li, Taian Guo, Xiaoyong Shen, Xuemiao Xu, Yu-Wing Tai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Radu Timofte, Jiayi Ma, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Wan-Chi Siu, Yui-Lam Chan, Ruofan Zhou, Majed El Helou, Kuldeep Purohit, Praveen Kandula, Muhammad Haris, Maitreya Suin, A. N. Rajagopalan, Kazutoshi Akita, Greg Shakhnarovich, Norimichi Ukita, Pablo Navarrete Michelini, Wenbin Chen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

A comparative study on wavelets and residuals in deep super resolution.

Ruofan Zhou, Fayez Lahoud, Majed El Helou, Sabine Süsstrunk

Proceedings of the Computational Imaging XVII, Burlingame, 2019

2018

Fourier-Domain Optimization for Image Processing.

Majed El Helou, Frederike Dümbgen, Radhakrishna Achanta, Sabine Süsstrunk

CoRR, 2018

AAM: AN Assessment Metric of Axial Chromatic Aberration.

Majed El Helou, Frederike Dümbgen, Sabine Siisstrunk

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Near-Infrared Fusion for Photorealistic Image Dehazing.

Frederike Dümbgen, Majed El Helou, Natalija Gucevska, Sabine Süsstrunk

Proceedings of the Color Imaging XXIII: Displaying, 2018

2017

Correlation-based deblurring leveraging multispectral chromatic aberration in color and near-infrared joint acquisition.

Majed El Helou, Zahra Sadeghipoor, Sabine Süsstrunk

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017