Adrian Galdran

Miguel Ángel González Ballester

Gustavo Carneiro

Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021

2020

O-MedAL: Online active deep learning for medical image analysis.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2020

A fast image dehazing method that does not introduce color artifacts.

[BibT_eX]

[DOI]

Praveen Cyriac

J. Real Time Image Process., 2020

The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models.

[BibT_eX]

[DOI]

CoRR, 2020

Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

A Hierarchical Multi-task Approach to Gastrointestinal Image Analysis.

[BibT_eX]

[DOI]

Miguel Ángel González Ballester

Gustavo Carneiro

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation.

[BibT_eX]

[DOI]

Miguel Ángel González Ballester

Gustavo Carneiro

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Residual Networks for Pulmonary Nodule Segmentation and Texture Characterization.

[BibT_eX]

[DOI]

Hamid Bouchachia

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2019

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.

[BibT_eX]

[DOI]

Odysseas Zisimopoulos

Medical Image Anal., 2019

Self-supervised blur detection from synthetically blurred scenes.

[BibT_eX]

[DOI]

Image Vis. Comput., 2019

EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Learning to Segment the Lung Volume from CT Scans Based on Semi-Automatic Ground-Truth.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Uncertainty-Aware Artery/Vein Classification on Retinal Images.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Real-Time Informative Laryngoscopic Frame Classification with Pre-Trained Convolutional Neural Networks.

[BibT_eX]

[DOI]

Aurélio Campilho

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018

End-to-End Adversarial Retinal Image Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Image dehazing by artificial multiple-exposure image fusion.

[BibT_eX]

[DOI]

Signal Process., 2018

A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements.

[BibT_eX]

[DOI]

CoRR, 2018

MedAL: Deep Active Learning Sampling Method for Medical Image Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images.

[BibT_eX]

[DOI]

Asim Smailagic

IEEE Access, 2018

A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A No-Reference Quality Metric for Retinal Vessel Tree Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

UOLO - Automatic Object Detection and Segmentation in Biomedical Images.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

End-to-End Supervised Lung Lobe Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Weakly Supervised Fog Detection.

[BibT_eX]

[DOI]

Aurélio Campilho

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Convolutional Artery/Vein Classification of Retinal Vessels.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

On the Duality Between Retinex and Image Dehazing.

[BibT_eX]

[DOI]

Aitor Alvarez-Gila

Alessandro Bria

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Fusion-Based Variational Image Dehazing.

[BibT_eX]

[DOI]

David Pardo

IEEE Signal Process. Lett., 2017

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis.

[BibT_eX]

[DOI]

Aitor Alvarez-Gila

Maria Inês Meyer

Cristina López Saratxaga

CoRR, 2017

Towards Adversarial Retinal Image Synthesis.

[BibT_eX]

[DOI]

Maria Inês Meyer

Michael David Abràmoff

Meindert Niemeijer

Ana Maria Mendonça

Aurélio Campilho

CoRR, 2017

EyeQual: Accurate, Explainable, Retinal Image Quality Assessment.

[BibT_eX]

[DOI]

Estíbaliz Garrote-Contreras

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Adversarial Synthesis of Retinal Images from Vessel Trees.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Deflectometry setup definition for automatic chrome surface inspection.

[BibT_eX]

[DOI]

Alberto Isasi-Andrieu

Pedro M. Iriondo Bengoa

David Aldama-Gant

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Illumination Correction by Dehazing for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Francesco Tortorella

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

3D active surfaces for liver segmentation in multisequence MRI images.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2016

Intensity normalization of sidescan sonar imagery.

[BibT_eX]

[DOI]

Mohammed Sadeq Al-Rawi

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Image processing applications through a variational perceptually-based color correction related to Retinex.

[BibT_eX]

[DOI]

Proceedings of the Retinex at 50, San Francisco, CA, USA, February 14-18, 2016, 2016

2015

Enhanced Variational Image Dehazing.

[BibT_eX]

[DOI]

David Pardo

SIAM J. Imaging Sci., 2015

Automatic Red-Channel underwater image restoration.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2015

Automatic 3D model-based method for liver segmentation in MRI based on active contours and total variation minimization.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2015

Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

A Variational Framework for Single Image Dehazing.

[BibT_eX]

[DOI]

David Pardo