| 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 | 246 | 2018 |
| Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning M El Helou, S Süsstrunk IEEE Transactions on Image Processing 29, 4885-4897, 2020 | 126 | 2020 |
| 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 | 50 | 2020 |
| VIDIT: Virtual Image Dataset for Illumination Transfer M El Helou, R Zhou, J Barthas, S Süsstrunk arXiv preprint arXiv:2005.05460, 2020 | 50 | 2020 |
| 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 | 45 | 2020 |
| 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 | 37 | 2021 |
| 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 | 32 | 2019 |
| 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 | 31 | 2020 |
| 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 | 25 | 2018 |
| 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 | 21 | 2022 |
| Mobile robotic painting of texture M El Helou, S Mandt, A Krause, P Beardsley International Conference on Robotics and Automation (ICRA), 640-647, 2019 | 20 | 2019 |
| 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 | 17 | 2017 |
| 2D image relighting with image-to-image translation P Gafton, E Maraz arXiv preprint arXiv:2006.07816, 2020 | 14 | 2020 |
| 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 | 13 | 2018 |
| Fourier-Domain Optimization for Image Processing M El Helou, F Dümbgen, R Achanta, S Süsstrunk arXiv preprint arXiv:1809.04187, 2018 | 12 | 2018 |
| 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 | 8 | 2022 |
| 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 | 7 | 2021 |
| 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 | 6 | 2021 |
| 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 | 6 | 2020 |
Sabine SüsstrunkProfessor, Images and Visual Representation Lab, EPFLVerified email at epfl.ch
