Automatic Red-Channel underwater image restoration A Galdran, D Pardo, A Picón, A Alvarez-Gila Journal of Visual Communication and Image Representation 26, 132-145, 2015 | 624 | 2015 |
End-to-end adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, M Niemeijer, M Abràmoff, AM Mendonça, ... IEEE transactions on medical imaging 37 (3), 781-791, 2018 | 343 | 2018 |
Image dehazing by artificial multiple-exposure image fusion A Galdran Signal Processing 149, 135-147, 2018 | 198 | 2018 |
Ntire 2018 challenge on spectral reconstruction from rgb images B Arad, O Ben-Shahar, R Timofte, L Van Gool, L Zhang, MH Yang, ... | 167 | 2018 |
NTIRE 2018 Challenge on Image Dehazing: Methods and Results C Ancuti, CO Ancuti, R Timofte, L Van Gool, L Zhang, MH Yang, VM Patel, ... The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2018 | 144 | 2018 |
Fusion-based variational image dehazing A Galdran, J Vazquez-Corral, D Pardo, M Bertalmío IEEE Signal Processing Letters 24 (2), 151-155, 2017 | 124 | 2017 |
Towards Adversarial Retinal Image Synthesis P Costa, A Galdran, MI Meyer, MD Abràmoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 2017 | 124 | 2017 |
Enhanced Variational Image Dehazing A Galdran, J Vazquez-Corral, D Pardo, M Bertalmío SIAM Journal on Imaging Sciences 27, 25, 2015 | 105 | 2015 |
On the duality between retinex and image dehazing A Galdran, A Alvarez-Gila, A Bria, J Vazquez-Corral, M Bertalmío IEEE Conference on Computer Vision and Pattern Recognition 3 (7), 2018 | 104 | 2018 |
A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images P Costa, A Galdran, A Smailagic, A Campilho IEEE Access, 2018 | 81 | 2018 |
CATARACTS: Challenge on Automatic Tool Annotation for cataRACT Surgery H Al Hajj, M Lamard, PH Conze, S Roychowdhury, X Hu, G Maršalkaitė, ... Medical Image Analysis, 2018 | 79 | 2018 |
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ... arXiv preprint arXiv:1703.03702, 2017 | 61 | 2017 |
A deep learning approach to the inversion of borehole resistivity measurements M Shahriari, D Pardo, A Picón, A Galdran, J Del Ser, C Torres-Verdín Computational Geosciences 24, 971-994, 2020 | 48 | 2020 |
A Variational Framework for Single Image Dehazing. A Galdran, J Vazquez-Corral, D Pardo, M Bertalmío ECCV Workshops (3), 259-270, 2014 | 47 | 2014 |
MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis A Smailagic, P Costa, HY Noh, D Walawalkar, K Khandelwal, A Galdran, ... 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 46 | 2018 |
A pixel-wise distance regression approach for joint retinal optical disc and fovea detection MI Meyer, A Galdran, AM Mendonça, A Campilho Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 45 | 2018 |
Balanced-mixup for highly imbalanced medical image classification A Galdran, G Carneiro, MA González Ballester Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 44 | 2021 |
Uncertainty-Aware Artery/Vein Classification on Retinal Images A Galdran, M Meyer, P Costa, A Campilho 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 39 | 2019 |
End-to-End Supervised Lung Lobe Segmentation FT Ferreira, P Sousa, A Galdran, MR Sousa, A Campilho 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 37 | 2018 |
O‐MedAL: Online active deep learning for medical image analysis A Smailagic, P Costa, A Gaudio, K Khandelwal, M Mirshekari, J Fagert, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (4 …, 2020 | 35 | 2020 |