Majed El Helou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 44

Top Topics

Image Restoration

Super Resolution

Top Venues

IEEE Signal Process. Lett.

Publications

Doruk Cetin, Benedikt Schesch, Petar Stamenkovic, Niko Benjamin Huber, Fabio Zünd, Majed El Helou
Facial Image Feature Analysis and its Specialization for Fréchet Distance and Neighborhoods. CoRR (2024)
Laura Mascarell, Yan L'Homme, Majed El Helou
Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition. CoRR (2024)
Andreas Aakerberg, Majed El Helou, Kamal Nasrollahi, Thomas B. Moeslund
PDA-RWSR: Pixel-Wise Degradation Adaptive Real-World Super-Resolution. WACV (2024)
Laura Mascarell, Yan L'Homme, Majed El Helou
Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition. ACL (Findings) (2024)
Majed El Helou
Fuzzy-Conditioned Diffusion and Diffusion Projection Attention Applied to Facial Image Correction. ICIP (2023)
Majed El Helou, Doruk Cetin, Petar Stamenkovic, Fabio Zund
VerA: Versatile Anonymization Fit for Clinical Facial Images. CoRR (2023)
Majed El Helou
Fuzzy-Conditioned Diffusion and Diffusion Projection Attention Applied to Facial Image Correction. CoRR (2023)
Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk
DSR: Towards Drone Image Super-Resolution. CoRR (2022)
Majed El Helou, Sabine Süsstrunk
BIGPrior: Toward Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration. IEEE Trans. Image Process. 31 (2022)
Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk
Image Denoising with Control over Deep Network Hallucination. Computational Imaging (2022)
Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumus, Sabine Süsstrunk
PoGaIN: Poisson-Gaussian Image Noise Modeling From Paired Samples. IEEE Signal Process. Lett. 29 (2022)
Xiaoyu Lin, Baran Ozaydin, Vidit Vidit, Majed El Helou, Sabine Süsstrunk
DSR: Towards Drone Image Super-Resolution. ECCV Workshops (2) (2022)
Nicolas Bähler, Majed El Helou, Étienne Objois, Kaan Okumus, Sabine Süsstrunk
PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples. CoRR (2022)
Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk
Image Denoising with Control over Deep Network Hallucination. CoRR (2022)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte
NTIRE 2021 Depth Guided Image Relighting Challenge. CoRR (2021)
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk
Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks. IEEE Signal Process. Lett. 28 (2021)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk, Radu Timofte
NTIRE 2021 Depth Guided Image Relighting Challenge. CVPR Workshops (2021)
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion. CoRR (2021)
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion. ICIP (2021)
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk
Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks. CoRR (2021)
Majed El Helou, Sabine Süsstrunk
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration. CoRR (2020)
Majed El Helou, Ruofan Zhou, Johan Barthas, Sabine Süsstrunk
VIDIT: Virtual Image Dataset for Illumination Transfer. CoRR (2020)
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. Victor Jiji, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng
AIM 2020: Scene Relighting and Illumination Estimation Challenge. CoRR (2020)
Majed El Helou, Sabine Süsstrunk
Blind Universal Bayesian Image Denoising With Gaussian Noise Level Learning. IEEE Trans. Image Process. 29 (2020)
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk
W2S: A Joint Denoising and Super-Resolution Dataset. CoRR (2020)
Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk
Divergence-Based Adaptive Extreme Video Completion. CoRR (2020)
Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk
Divergence-Based Adaptive Extreme Video Completion. ICASSP (2020)
Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks. CoRR (2020)
Frederike Dümbgen, Majed El Helou, Adam Scholefield
Realizability of Planar Point Embeddings from Angle Measurements. ICASSP (2020)
Frederike Dümbgen, Majed El Helou, Adam Scholefield
Realizability of Planar Point Embeddings from Angle Measurements. CoRR (2020)
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk
W2S: Microscopy Data with Joint Denoising and Super-Resolution for Widefield to SIM Mapping. ECCV Workshops (1) (2020)
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
AIM 2020: Scene Relighting and Illumination Estimation Challenge. ECCV Workshops (3) (2020)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks. CoRR (2020)
Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks. ICASSP (2020)
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks. ECCV (16) (2020)
Ruofan Zhou, Fayez Lahoud, Majed El Helou, Sabine Süsstrunk
A comparative study on wavelets and residuals in deep super resolution. Computational Imaging (2019)
Xiaoyan Zou, Ruofan Zhou, Majed El Helou, Sabine Süsstrunk
Drone Shadow Tracking. CoRR (2019)
Majed El Helou, Sabine Süsstrunk
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning. CoRR (2019)
Majed El Helou, Stephan Mandt, Andreas Krause, Paul A. Beardsley
Mobile Robotic Painting of Texture. ICRA (2019)
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
AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results. ICCV Workshops (2019)
Majed El Helou, Frederike Dümbgen, Radhakrishna Achanta, Sabine Süsstrunk
Fourier-Domain Optimization for Image Processing. CoRR (2018)
Frederike Dümbgen, Majed El Helou, Natalija Gucevska, Sabine Süsstrunk
Near-Infrared Fusion for Photorealistic Image Dehazing. Color Imaging: Displaying, Processing, Hardcopy, and Applications (2018)
Majed El Helou, Frederike Dümbgen, Sabine Siisstrunk
AAM: AN Assessment Metric of Axial Chromatic Aberration. ICIP (2018)
Majed El Helou, Zahra Sadeghipoor, Sabine Süsstrunk
Correlation-based deblurring leveraging multispectral chromatic aberration in color and near-infrared joint acquisition. ICIP (2017)