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Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks


Jun 01, 2021
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk

* Submitted to IEEE SPL for review 

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NTIRE 2021 Depth Guided Image Relighting Challenge


Apr 27, 2021
Majed El Helou, Ruofan Zhou, Sabine Susstrunk, Radu Timofte

* IEEE Conference on Computer Vision and Pattern Recognition Workshops 2021 
* Code and data available on https://github.com/majedelhelou/VIDIT 

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Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion


Jan 22, 2021
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk

* Code and models are publicly available on https://github.com/IVRL/DEU 

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


Nov 03, 2020
Majed El Helou, Sabine Süsstrunk

* Under submission. Code available on https://github.com/majedelhelou/BIGPrior 

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AIM 2020: Scene Relighting and Illumination Estimation Challenge


Sep 27, 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, Jiji C V, Yu Zhu, Liping Dong, Zhuolong Jiang, Chenghua Li, Cong Leng, Jian Cheng

* ECCVW 2020. Data and more information on https://github.com/majedelhelou/VIDIT 

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VIDIT: Virtual Image Dataset for Illumination Transfer


May 13, 2020
Majed El Helou, Ruofan Zhou, Johan Barthas, Sabine Süsstrunk

* For further information and data, see https://github.com/majedelhelou/VIDIT 

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Realizability of Planar Point Embeddings from Angle Measurements


May 09, 2020
Frederike Dümbgen, Majed El Helou, Adam Scholefield

* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

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Divergence-Based Adaptive Extreme Video Completion


Apr 14, 2020
Majed El Helou, Ruofan Zhou, Frank Schmutz, Fabrice Guibert, Sabine Süsstrunk

* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

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Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks


Mar 16, 2020
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk


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W2S: A Joint Denoising and Super-Resolution Dataset


Mar 12, 2020
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk


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


Mar 07, 2020
Majed El Helou, Frederike Dümbgen, Sabine Süsstrunk

* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

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Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning


Jul 05, 2019
Majed El Helou, Sabine Susstrunk


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Drone Shadow Tracking


May 20, 2019
Xiaoyan Zou, Ruofan Zhou, Majed El Helou, Sabine Süsstrunk

* 5 pages, 4 figures 

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Fourier-Domain Optimization for Image Processing


Sep 11, 2018
Majed El Helou, Frederike Dümbgen, Radhakrishna Achanta, Sabine Süsstrunk


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