Manuel G. Penedo

Orcid: 0000-0002-6881-0865

According to our database1, Manuel G. Penedo authored at least 162 papers between 1993 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

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

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 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

Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans.
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

Intraretinal Fluid Pattern Characterization in Optical Coherence Tomography Images.
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

Automatic evaluation of eye gestural reactions to sound in video sequences.
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

Automatic ECG Screening as a Supporting Tool on a Telemedicine Framework.
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

Automatic extraction of vascularity measurements using OCT-A images.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

2017
Evaluation of an automatic dry eye test using MCDM methods and rank correlation.
Medical Biol. Eng. Comput., 2017

Hydra: A web-based system for cardiovascular analysis, diagnosis and treatment.
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

Automatic Detection of Blood Vessels in Retinal OCT Images.
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

iDEAS: A web-based system for dry eye assessment.
Comput. Methods Programs Biomed., 2016

Vessel Tree Extraction and Depth Estimation with OCT Images.
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

A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids.
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

A Texture-Based Method for Choroid Segmentation in Retinal EDI-OCT Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

Learning features on tear film lipid layer classification.
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
A Methodology for Improving Tear Film Lipid Layer Classification.
IEEE J. Biomed. Health Informatics, 2014

Multiple human tracking system for unpredictable trajectories.
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

Automatic Vessel Shade-Robust Segmentation of Retinal Layers in OCT Images.
Proceedings of the Innovation in Medicine and Healthcare 2014, 2014

Automatic identification of vessel crossovers in retinal images.
Proceedings of the Seventh International Conference on Machine Vision, 2014

Automatic Tear Film Segmentation Based on Texture Analysis and Region Growing.
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

Feature Selection Applied to Human Tear Film Classification.
Proceedings of the ICAART 2014, 2014

Tear Film Maps based on the Lipid Interference Patterns.
Proceedings of the ICAART 2014, 2014

Quantitative Study on a Multiscale Approach for OCT Retinal Layer Segmentation.
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

Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

On the Automation of the Tear Film Non-invasive Break-up Test.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Automatic Segmentation of the Mandible in Cone-Beam Computer Tomography Images.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
On the use of a minimal path approach for target trajectory analysis.
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

Reliable monitoring system for arteriovenous ratio computation.
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

Trajectory Similarity Measures Using Minimal Paths.
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

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Cost Function Selection for a Graph-Based Segmentation in OCT Retinal Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

Evaluation of SIRIUS retinal vessel width measurement in REVIEW dataset.
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
Topological Active Volume 3D segmentation model optimized with genetic approaches.
Nat. Comput., 2012

Topological Active Models optimization with Differential Evolution.
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

Adaptive parameter computation for the automatic measure of the Tear Break-Up Time.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Automatic Arteriovenous Ratio Computation: Emulating the Experts.
Proceedings of the Technological Innovation for Value Creation, 2012

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test.
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

Fast Segmentation of Retinal Blood Vessels Using a Deformable Contour Model.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011
Algorithm for registration of full Scanning Laser Ophthalmoscope video sequences.
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

Differential Evolution Optimization of 3D Topological Active Volumes.
Proceedings of the Advances in Computational Intelligence, 2011

Measuring response times to auditory stimuli during an audiometry.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Automation of the tear film break-up time test.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Solving Multiple-Target Tracking Using Adaptive Filters.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Path Analysis in Multiple-Target Video Sequences.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Optimization of Topological Active Nets with Differential Evolution.
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

Precise Segmentation of the Optic Disc in Retinal Fundus Images.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

Contextual and Skin Color Region Information for Face and Arms Location.
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
Evolutionary multiobjective optimization of Topological Active Nets.
Pattern Recognit. Lett., 2010

Topological active volumes: A topology-adaptive deformable model for volume segmentation.
Pattern Recognit., 2010

Sirius: A web-based system for retinal image analysis.
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

Directional Gaze Analysis in Webcam Video Sequences.
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

Color Video Segmentation by Dissimilarity Based on Edges.
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

Genetic approaches for topological active nets optimization.
Pattern Recognit., 2009

Localisation of the optic disc by means of GA-optimised Topological Active Nets.
Image Vis. Comput., 2009

Retinal Verification Using a Feature Points-Based Biometric Pattern.
EURASIP J. Adv. Signal Process., 2009

Genetic Approaches for the Automatic Division of Topological Active Volumes.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Characterisation of Retinal Feature Points Applied to a Biometric System.
Proceedings of the Image Analysis and Processing, 2009

Automatic Drusen Detection from Digital Retinal Images: AMD Prevention.
Proceedings of the Computer Aided Systems Theory, 2009

Vascular Landmark Detection in Retinal Images.
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

Characterisation of Feature Points in Eye Fundus Images.
Proceedings of the Progress in Pattern Recognition, 2009

A Novel Similarity Metric for Retinal Images based Authentication.
Proceedings of the BIOSIGNALS 2009, 2009

2008
A Neural Network Based Framework for Directional Primitive Extraction.
Neural Process. Lett., 2008

Fast retinal vessel tree extraction: A pixel parallel approach.
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

Pixel parallel vessel tree extraction for a personal authentication system.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Retinal vessel tree segmentation using a deformable contour model.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Similarity Metrics Analysis for Feature Point Based Retinal Authentication.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Optic Disc Segmentation by Means of GA-Optimized Topological Active Nets.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Handling Topological Changes in the Topological Active Volumes Model.
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
Genetic-Greedy Hybrid Approach for Topological Active Nets Optimization.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

A Snake for Retinal Vessel Segmentation.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Automatic Topological Active Net Division in a Genetic-Greedy Hybrid Approach.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Efficient Combination of the Fuzzy Hough Transform and the Burns Segment Detector.
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

Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Personal authentication using digital retinal images.
Pattern Anal. Appl., 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

Topological Active Nets Optimization Using Genetic Algorithms.
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
Topological Active Volumes.
EURASIP J. Adv. Signal Process., 2005

On the Automatic 2D Retinal Vessel Extraction.
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

Segment Extraction Using Burns Principles in a Pseudo-color Fuzzy Hough Transform.
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005

Retinal Based Authentication via Distributed Web Application.
Proceedings of the Computer Aided Systems Theory, 2005

2004
Comparative Frameworks for Directional Primitive Extraction.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Significant Perceptual Regions by Active-Nets.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Automatic Extraction of the Retina AV Index.
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

3D Object Surface Reconstruction Using Growing Self-organised Networks.
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

Gabor Wavelets and Auto-organised Structures for Directional Primitive Extraction.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

Design of a Medical Application Using XML Based Data Interchange.
Proceedings of the Computer Aided Systems Theory, 2003

Retinal Angiography Based Authentication.
Proceedings of the Progress in Pattern Recognition, 2003

Topological Active Volumes.
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

Methodology for the Registration of Whole SLO Sequences.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Autoorganised Structures for Extraction of Perceptual Primitives.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

2000
Automatic 3D Shape Reconstruction of Bones Using Active Nets Based Segmentation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Computer-Aided Diagnosis: A Neural Network Based Approach to Lung Nodule Detection.
IEEE Trans. Medical Imaging, 1998

1995
Computer-Aided Lung Nodule Detection in Chest Radiography.
Proceedings of the Image Analysis Applications and Computer Graphics, 1995

1993
Texture Image Segmentatoin Using a Modified Hopfield Network.
Proceedings of the New Trends in Neural Computation, 1993

CT Image Segmentation by Self-Organizing Learning.
Proceedings of the New Trends in Neural Computation, 1993


  Loading...