PUBLICATIONS

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2020

Detection of Early Signs of Diabetic Retinopathy Based on Textural and Morphological Information in Fundus Images

Adrián Colomer, Jorge Igual, Valery Naranjo

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.

Links | BibTeX | Tags: ACRIMA

2019

CNNs for automatic glaucoma assessment using fundus images: an extensive validation

Andres Diaz‑Pinto1, Sandra Morales, Valery Naranjo, Thomas Köhler, Jose M. Mossi, Amparo Navea

CNNs for automatic glaucoma assessment using fundus images: an extensive validation Journal Article

In: 2019, ISSN: 1475-925.

Links | BibTeX | Tags: ACRIMA, GALAHAD

2018

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models

Andres Diaz-Pinto, Adrían Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi

Retinal Image Synthesis for Glaucoma Assessment Using DCGAN and VAE Models Conference

2018, ISBN: 978-3-030-03493-1.

Links | BibTeX | Tags: ACRIMA, FUNDUS

Deep Learning-Based Approach for the Semantic Segmentation of Bright Retinal Damage

Cristiana Silva, Adrían Colomer, Valery Naranjo

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.

Links | BibTeX | Tags: ACRIMA, FUNDUS

Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding

Félix Fuentes-Hurtado, Sandra Morales, Jose M. Mossi, Valery Naranjo, Vadim Fedulov, David Woldbye, Kristian Klemp, Marie Torm, Michael Larsen

Deep-Learning-Based Classification of Rat OCT Images After Intravitreal Injection of ET-1 for Glaucoma Understanding Conference

2018, ISBN: 978-3-030-03493-1.

Links | BibTeX | Tags: ACRIMA, FUNDUS

Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images

Joana Pereira, Adrián Colomer, Valery Naranjo

Comparison of Local Analysis Strategies for Exudate Detection in Fundus Images Conference

2018, ISBN: 978-3-030-03493-1.

Links | BibTeX | Tags: ACRIMA, FUNDUS

Evaluation of fractal dimension effectiveness for damage detection in retinal background

Adrián Colomer, Valery Naranjo, Thomas Janvier, José M. Mossi

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.

Links | BibTeX | Tags: ACRIMA

Adrían Colomer, Pablo Ruiz, Valery Naranjo, Rafael Molina, Aggelos K. Katsaggelos

Hard Exudate Detection Using Local Texture Analysis and Gaussian Processes Conference

2018.

BibTeX | Tags: ACRIMA, FUNDUS

2017

Assessment of sparse-based inpainting for retinal vessel removal.

Adrián Colomer, Valery Naranjo, Kjersti Engan, Karl Skretting

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.

Links | BibTeX | Tags: ACRIMA

Adrián Colomer, Valery Naranjo, Jesús Angulo

Colour normalization of fundus images based on geometric transformations applied to their chromatic histogram Conference

IEEE International Conference on Image Processing (ICIP), 2017.

Links | BibTeX | Tags: ACRIMA

Retinal Disease Screening through Local Binary Patterns.

Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer

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.

Links | BibTeX | Tags: ACRIMA

2016

Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Pablo Alcocer, Aitor Lanzagorta

Diagnóstico Automático del Glaucoma a través de la Segmentación y Análisis de la Copa Óptica Usando Imágenes de Fondo de Ojo Conference

XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), 2016.

Links | BibTeX | Tags: ACRIMA

Andres Diaz-Pinto, Sandra Morales, Valery Naranjo, Pablo Alcocer, Aitor Lanzagorta

Glaucoma Diagnosis by Means of Optic Cup Feature Analysis in Color Fundus Images Conference

24th European Signal Processing Conference (EUSIPCO), 2016.

Links | BibTeX | Tags: ACRIMA

Valery Naranjo, Carlos J. Saez, Sandra Morales, Kjersti Engan, Soledad Gómez

Optic Cup Characterization through Sparse Representation and Dictionary Learning Conference

24th European Signal Processing Conference (EUSIPCO), 2016.

Links | BibTeX | Tags: ACRIMA

Adrián Colomer, Sara Torres, Valery Naranjo, Sandra Morales

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.

Links | BibTeX | Tags: ACRIMA

Adrián Colomer, Valery Naranjo, Thomas Janvier

Retinal Diseases Characterization using Fractal Analysis Conference

Mathematical Modelling in Engineering & Human Behaviour, 2016.

BibTeX | Tags: ACRIMA

2015

Adrián Colomer, Valery Naranjo, Kjersti Engan, Karl Skretting

Retinal vessel inpainting using Recursive Least Square Dictionary Learning Algorithm Conference

2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), 2015.

Links | BibTeX | Tags: ACRIMA

Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz

Significant point characterization in fundus images Conference

2015 International Conference on Image Processing Theory, Tools and Applications (IPTA), 2015.

Links | BibTeX | Tags: ACRIMA

Sandra Morales, Kjersti Engan, Valery Naranjo, Adrián Colomer

Detection of Diabetic Retinopathy and Age-Related Macular Degeneration from Fundus Images through Local Binary Patterns and Random Forests Conference

2015 IEEE International Conference on Image Processing (ICIP), 2015.

Links | BibTeX | Tags: ACRIMA

2014

Automatic Detection of Retinal Structures Based on Mathematical Morphology

Sandra Morales, Valery Naranjo, Mariano Alcañiz

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.

Links | BibTeX | Tags: ACRIMA

Ana Montoro, Sandra Morales, Valery Naranjo, Fernando López-Mir, Mariano Alcañiz

Feature extraction for retinal vascular network classification Conference

IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI), 2014.

Links | BibTeX | Tags: ACRIMA

Belén Rodrigo, Sandra Morales, Valery Naranjo, Adrián Colomer, Mariano Alcañiz

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.

Links | BibTeX | Tags: ACRIMA

2013

Automatic Detection of Optic Disc Based on PCA and Mathematical Morphology

Sandra Morales, Valery Naranjo, Jesús Angulo, Mariano Alcañiz

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.

Links | BibTeX | Tags: ACRIMA

2012

Sandra Morales, Valery Naranjo, Amparo Navea, Mariano Alcañiz, David Pérez

Automatic detection of optic disc based on PCA and stochastic watershed Conference

2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO), 2012.

Links | BibTeX | Tags: ACRIMA

2011

David Pérez, Sandra Morales, Valery Naranjo, Amparo Navea, Mariano Alcañiz

Detección automática del disco óptico mediante la transformada watershed estocástica Conference

XXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), 2011.

Links | BibTeX | Tags: ACRIMA

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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