PUBLICATIONS
2020

Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images Journal Article
In: Sensors 2020, vol. 20, 2020, ISSN: 1424-8220.
2019

CNNs for automatic glaucoma assessment using fundus images: an extensive validation Journal Article
In: 2019, ISSN: 1475-925.
2018
Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images Conference
2018, ISBN: 978-3-030-03493-1.
Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models Conference
2018, ISBN: 978-3-030-03493-1.
2018, ISBN: 978-3-030-03493-1.
Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage Conference
Intelligent Data Engineering and Automated Learning – IDEAL 2018, 2018, ISBN: 978-3-030-03493-1.

Evaluation of fractal dimension effectiveness for damage detection in retinal background Journal Article
In: Journal of Computational and Applied Mathematics, vol. 337, 2018, ISSN: 0377-0427.
Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes Conference
2018.
2017

Assessment of sparse-based inpainting for retinal vessel removal. Journal Article
In: Signal processing: image communication, vol. 59, pp. 73-82, 2017, ISSN: 0923-5965.
IEEE International Conference on Image Processing (ICIP), 2017.

Retinal Disease Screening through Local Binary Patterns. Journal Article
In: IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 1, pp. 184-192, 2017, ISSN: 2168-2194.
2016
Segmentación de la fóvea mediante morfología matemática en imágenes de fondo de ojo Conference
XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), 2016.
Retinal Diseases Characterization using Fractal Analysis Conference
Mathematical Modelling in Engineering & Human Behaviour, 2016.
Optic Cup Characterization through Sparse Representation and Dictionary Learning Conference
24th European Signal Processing Conference (EUSIPCO), 2016.
Glaucoma Diagnosis by Means of Optic Cup Feature Analysis in Color Fundus Images Conference
24th European Signal Processing Conference (EUSIPCO), 2016.
XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), 2016.
2015
Retinal vessel inpainting using Recursive Least Square Dictionary Learning Algorithm Conference
2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), 2015.
2015 IEEE International Conference on Image Processing (ICIP), 2015.
Significant point characterization in fundus images Conference
2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), 2015.
2014
Detección de glaucoma mediante la combinación de la relación copa/disco y la regla ISNT Conference
XXXII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), 2014.
Feature extraction for retinal vascular network classification Conference
IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI), 2014.

Automatic Detection of Retinal Structures Based on Mathematical Morphology Book Chapter
In: Frontiers of Medical Imaging, vol. 11, pp. 211 - 232, World Scientific Publishing, 2014, ISSN: 978-9814611091.
2013

Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology Journal Article
In: IEEE Transactions on Medical Imaging, vol. 32, pp. 786-796, 2013, ISSN: 0278-0062.
2012
Automatic detection of optic disc based on PCA and stochastic watershed Conference
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO), 2012.
2011
Detección automática del disco óptico mediante la transformada watershed estocástica Conference
XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), 2011.
ADDRESS
Computer Vision and Behaviour Analysis Lab
i3B - Instituto de Investigación e Innovación en Bioingeniería
Universitat Politècnica de València (UPV)
Ciudad Politécnica de la Innovación - Cubo Azul - Edif. 8B - Acceso N
Camino de Vera s/n, 46022 - Valencia (Spain)
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