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Majed El Helou
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NTIRE 2018 challenge on spectral reconstruction from RGB images
B Arad, O Ben-Shahar, R Timofte, L Van Gool, L Zhang, MH Yang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2018
2672018
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
M El Helou, S Süsstrunk
IEEE Transactions on Image Processing 29, 4885-4897, 2020
1342020
AIM 2020: Scene relighting and illumination estimation challenge
M El Helou, R Zhou, S Süsstrunk, R Timofte, M Afifi, MS Brown, K Xu, ...
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2020
522020
VIDIT: Virtual Image Dataset for Illumination Transfer
M El Helou, R Zhou, J Barthas, S Süsstrunk
arXiv preprint arXiv:2005.05460, 2020
522020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks
M El Helou, R Zhou, S Süsstrunk
Proceedings of the European Conference on Computer Vision (ECCV), 2020
482020
NTIRE 2021 depth guided image relighting challenge
M El Helou, R Zhou, S Süsstrunk, R Timofte
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
382021
W2S: microscopy data with joint denoising and super-resolution for widefield to SIM mapping
R Zhou, M El Helou, D Sage, T Laroche, A Seitz, S Süsstrunk
Proceedings of the European Conference on Computer Vision (ECCV) Workshops …, 2020
352020
AIM 2019 challenge on image extreme super-resolution: Methods and results
S Gu, M Danelljan, R Timofte, H Liu, D Zhu, T Xie, X Yang, C Zhu, J Yu, ...
Proceedings of the IEEE International Conference on Computer Vision (ICCV …, 2019
322019
Near-Infrared Fusion for Photorealistic Image Dehazing
F Dümbgen*, M El Helou*, N Gucevska, S Süsstrunk
Electronic Imaging, Society for Imaging Science and Technology, 321-‌1-‌321-‌5, 2018
272018
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration
M El Helou, S Süsstrunk
IEEE Transactions on Image Processing 31, 1628-1640, 2022
222022
Mobile robotic painting of texture
M El Helou, S Mandt, A Krause, P Beardsley
International Conference on Robotics and Automation (ICRA), 640-647, 2019
212019
Correlation-based deblurring leveraging multispectral chromatic aberration in color and near-infrared joint acquisition
M El Helou, Z Sadeghipoor, S Süsstrunk
IEEE International Conference on Image Processing (ICIP), 1402-1406, 2017
172017
2D image relighting with image-to-image translation
P Gafton, E Maraz, M El Helou
arXiv preprint arXiv:2006.07816, 2020
142020
AAM: An Assessment Metric of Axial Chromatic Aberration
M El Helou, F Dümbgen, S Süsstrunk
IEEE International Conference on Image Processing (ICIP), 2486-2490, 2018
132018
Fourier-Domain Optimization for Image Processing
M El Helou, F Dümbgen, R Achanta, S Süsstrunk
arXiv preprint arXiv:1809.04187, 2018
132018
PoGaIN: Poisson-Gaussian Image Noise Modeling from Paired Samples
N Bähler*, M El Helou*, É Objois, K Okumuş, S Süsstrunk
IEEE Signal Processing Letters, 2022
82022
A novel ENF extraction approach for region-of-recording identification of media recordings
M El Helou, AW Turkmani, R Chanouha, S Charbaji
IEEE International Conference on Signal Processing (ICSP) 6 (2-3), pp. 97-108, 2016
8*2016
Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks
X Lin, D Bhattacharjee, M El Helou, S Süsstrunk
IEEE Signal Processing Letters, 2021
72021
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion
X Ma, X Lin, M El Helou, S Süsstrunk
IEEE International Conference on Image Processing (ICIP), 2021
62021
Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme
AP Dherse, MN Everaert, JJ Gwizdała
arXiv preprint arXiv:2006.02333, 2020
62020
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