Manuel G. Penedo
Orcid: 0000-0002-6881-0865
According to our database1,
Manuel G. Penedo
authored at least 165 papers
between 1993 and 2025.
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Bibliography
2025
Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks.
CoRR, January, 2025
2023
Generation of synthetic intermediate slices in 3D OCT cubes for improving pathology detection and monitoring.
Comput. Biol. Medicine, September, 2023
A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets.
Medical Biol. Eng. Comput., May, 2023
Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders.
Biomed. Signal Process. Control., 2023
IoT-Watcher: A Climate Monitoring System for IT Infrastructures Based on IoT and Open-Source Technologies.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023
2022
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using optical coherence tomography images.
Pattern Anal. Appl., 2022
Proceedings of V XoveTIC Conference, 2022
Fully automatic segmentation of the choroid in non-EDI OCT images of patients with multiple sclerosis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Deep learning for segmentation of optic disc and retinal layers in peripapillary optical coherence tomography images.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022
Deep Features-Based Approaches for Phytoplankton Classification in Microscopy Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Robust Deep Learning-Based Approach for Retinal Layer Segmentation in Optical Coherence Tomography Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
Clinical Decision Support Tool for the Identification of Pathological Structures Associated with Age-Related Macular Degeneration.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022
2021
Fully automatic detection and classification of phytoplankton specimens in digital microscopy images.
Comput. Methods Programs Biomed., 2021
Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
Automatic Detection of Freshwater Phytoplankton Specimens in Conventional Microscopy Images.
Sensors, 2020
Sensors, 2020
Deep multi-instance heatmap regression for the detection of retinal vessel crossings and bifurcations in eye fundus images.
Comput. Methods Programs Biomed., 2020
2019
Automatic Visual Acuity Estimation by Means of Computational Vascularity Biomarkers Using Oct Angiographies.
Sensors, 2019
Eng. Appl. Artif. Intell., 2019
Heartbeat classification fusing temporal and morphological information of ECGs via ensemble of classifiers.
Biomed. Signal Process. Control., 2019
Fully automatic multi-temporal land cover classification using Sentinel-2 image data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019
Intuitive and Coherent Intraretinal Cystoid Map Representation in Optical Coherence Tomography Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019
2018
Detection of reactions to sound via gaze and global eye motion analysis using camera streaming.
Mach. Vis. Appl., 2018
Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images.
CoRR, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
2017
Medical Biol. Eng. Comput., 2017
Comput. Methods Programs Biomed., 2017
Automatic vessel detection by means of brightness profile characterization in OCT images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017
Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017
Automatic Identification of Intraretinal Cystoid Regions in Optical Coherence Tomography.
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
CASDES: A Computer-Aided System to Support Dry Eye Diagnosis Based on Tear Film Maps.
IEEE J. Biomed. Health Informatics, 2016
A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment.
IEEE J. Biomed. Health Informatics, 2016
Comput. Methods Programs Biomed., 2016
Proceedings of the Advances in Artificial Intelligence, 2016
2015
Detection and Characterization of the Sclera - Evaluation of Eye Gestural Reactions to Auditory Stimuli.
Proceedings of the VISAPP 2015, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Choroid Characterization in EDI OCT Retinal Images Based on Texture Analysis.
Proceedings of the ICAART 2015, 2015
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
2014
IEEE J. Biomed. Health Informatics, 2014
Mach. Vis. Appl., 2014
Analysis of parameters for the automatic computation of the tear film break-up time test based on CCLRU standards.
Comput. Methods Programs Biomed., 2014
Computer Aided Diagnosis System for Retinal Analysis: Automatic Assessment of the Vascular Tortuosity.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014
Proceedings of the Seventh International Conference on Machine Vision, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Computer Aided Hearing Assessment: Detection of Eye Gesture Reactions as a Response to the Sound.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the ICAART 2014, 2014
Proceedings of the ICAART 2014, 2014
Proceedings of the ICAART 2014, 2014
Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound.
Proceedings of the Agents and Artificial Intelligence - 6th International Conference, 2014
Interest Operator Analysis for Automatic Assessment of Spontaneous Gestures in Audiometries.
Proceedings of the ICAART 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
Pattern Recognit., 2013
Improving retinal artery and vein classification by means of a minimal path approach.
Mach. Vis. Appl., 2013
Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios.
Expert Syst. Appl., 2013
Comput. Medical Imaging Graph., 2013
Multiobjective differential evolution in the optimization of topological active models.
Appl. Soft Comput., 2013
Human Detection and Tracking under Complex Activities.
Proceedings of the VISAPP 2013, 2013
Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Emergent Segmentation of Topological Active Nets by Means of Evolutionary Obtained Artificial Neural Networks.
Proceedings of the ICAART 2013, 2013
Emergent Image Segmentation by Means of Evolved Connectionist Models and Using a Topological Active Net Model.
Proceedings of the Agents and Artificial Intelligence - 5th International Conference, 2013
Evaluation of Class Binarization and Feature Selection in Tear Film Classification using TOPSIS.
Proceedings of the Agents and Artificial Intelligence - 5th International Conference, 2013
Multi-criteria Evaluation of Class Binarization and Feature Selection in Tear Film Lipid Layer Classification.
Proceedings of the ICAART 2013, 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
Automatic cyst detection in OCT retinal images combining region flooding and texture analysis.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
2012
Nat. Comput., 2012
Expert Syst. Appl., 2012
Automatic processing of audiometry sequences for objective screening of hearing loss.
Expert Syst. Appl., 2012
Development of an automated system to classify retinal vessels into arteries and veins.
Comput. Methods Programs Biomed., 2012
Statistical Comparison of Classifiers Applied to the Interferential Tear Film Lipid Layer Automatic Classification.
Comput. Math. Methods Medicine, 2012
Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Proceedings of the Technological Innovation for Value Creation, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
The Significance of the Vessel Registration for a Reliable Computation of Arteriovenous Ratio.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
2011
Comput. Methods Programs Biomed., 2011
Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images.
Comput. Methods Programs Biomed., 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Multiobjective Optimization of the 3D Topological Active Volume Segmentation Model.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011
Colour Texture Analysis for Classifying the Tear Film Lipid Layer: A Comparative Study.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011
Fully Automatic Methodology for Human Action Recognition Incorporating Dynamic Information.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
2010
Pattern Recognit. Lett., 2010
Topological active volumes: A topology-adaptive deformable model for volume segmentation.
Pattern Recognit., 2010
Int. J. Medical Informatics, 2010
Improvements in retinal vessel clustering techniques: towards the automatic computation of the arterio venous ratio.
Computing, 2010
Optimization of Topological Active Models with Multiobjective Evolutionary Algorithms.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
Using Retinex Image Enhancement to Improve the Artery/Vein Classification in Retinal Images.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
2009
Personal verification based on extraction and characterisation of retinal feature points.
J. Vis. Lang. Comput., 2009
Image Vis. Comput., 2009
EURASIP J. Adv. Signal Process., 2009
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009
Proceedings of the Image Analysis and Processing, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Texture Description in Local Scale Using Texton Histograms with Universal Dictionary.
Proceedings of the DICTA 2009, 2009
Proceedings of the Progress in Pattern Recognition, 2009
A Novel Similarity Metric for Retinal Images based Authentication.
Proceedings of the BIOSIGNALS 2009, 2009
2008
Neural Process. Lett., 2008
Int. J. Circuit Theory Appl., 2008
On the Improvement of the Topological Active Volumes Model - A Tetrahedral Approach.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation Using a Deformable Contour Model.
Proceedings of the Progress in Pattern Recognition, 2008
Crest Line and Correlation Filter Based Location of the Macula in Digital Retinal Images.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2007
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the Computer Aided Systems Theory, 2007
On chip implementation of a pixel-parallel approach for retinal vessel tree extraction.
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007
Proceedings of the Progress in Pattern Recognition, 2007
2006
Perceptual organization of directional primitives using a pseudocolor fuzzy hough transform for arc detection.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006
Local energy minimisations - an optimisation for the topological active volumes model.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
Localization and Extraction of the Optic Disc Using the Fuzzy Circular Hough Transform.
Proceedings of the Artificial Intelligence and Soft Computing, 2006
2005
Proceedings of the Pattern Recognition and Image Analysis, 2005
Conversion into Three-Dimensional Implicit Surface Representation from <i>Topological Active Volumes</i> Based Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Computer Aided Systems Theory, 2005
2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Topological Active Volumes for Segmentation and Shape Reconstruction of Medical Images.
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Progress in Pattern Recognition, 2004
2003
Perceptual Organization of Directional Primitives Using a Pseudocolor Hough Transform.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the Computer Aided Systems Theory, 2003
Proceedings of the Progress in Pattern Recognition, 2003
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Directional Primitive Extraction and Analysis by Means of Gabor Wavelets and Auto-Organised Structures.
Proceedings of the 6th Joint Conference on Information Science, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
Proceedings of the Bio-inspired Applications of Connectionism, 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1998
IEEE Trans. Medical Imaging, 1998
1995
Proceedings of the Image Analysis Applications and Computer Graphics, 1995
1993
Proceedings of the New Trends in Neural Computation, 1993
Proceedings of the New Trends in Neural Computation, 1993