PhD Marcos Ortega Hortas  

(PC-DR)

Department Computer Science
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Grupo de Visión Artificial y Reconocimiento de Patrones
Research lines Computer Vision, Image Processing, Medical Imaging, Medical Informatics, Pattern Recognition
Contacto UDC directory
Orcid id0000-0002-2798-0788 ResearcherIDA-5955-2011 Scopus24475406900

He took a degree in Computer Science in 2004 and a doctor's degree in Computer Science in 2009. He is currently a Lecturer at the University of A Coruña, teaching mainly in the Faculty of Computer Science, also serving as his Secretary.

He is a researcher in Research Centre in Information and Communication Technologies (CITIC), member of its scientific committee and its representative in the ECHAlliance. He is also a member of the Institute of Biomedical Research of A Coruña (INIBIC) with the rank of Principal Investigator.

His research focuses on dynamic vision, medical image processing and medical informatics. Director of several doctoral theses with the highest qualification and international mention as well as dozens of dissertations, he is currently directing another six doctoral theses. He has benefited from competitive official scholarships at all stages of research up to consolidation. He has also worked abroad on funded research stays both at the University of Sassari (Italy) as a predoctoral researcher and at the University of Amsterdam as a postdoctoral researcher for one year. He has participated in more than 25 competitive projects, being Principal Investigator in 4 projects of the National R&D Plan. As a result of these projects, he is author in more than 30 publications indexed in the JCR, half of them in the first quartile. He has also presented numerous works in prestigious international conferences in his field such as MICCAI, CVPR and ICCV, among others, as well as 10 book chapters. Evaluator of research projects in national calls from Spain and other european countries. Member of editorial committees of international journals and relevant international congresses, he has also organized several specialized sessions in his field. Annual reviewer of indexed journals and international congresses.

In the field of knowledge transfer, he has participated in more than 30 R&D projects and contracts with private and public companies as principal investigator and collaborator. He is also the author of 3 patents and 19 intellectual property registrations, currently being commercially exploited by various private companies. He participates in several research networks at regional, national and international level.

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Total hours
Advanced medical visualization
Master in Bioinformatics for Health Sciences
6
Degree Thesis Project
Computer Engineering
1
Final Project
Master's in Computer Engineering
5
Final Project. Mention in Computer Science
Degree in Computer Engineering
8
Human Machine Interfaces
Degree in Computer Engineering
35
Subject and involved studies Total hours
Computer Vision
Degree in Computer Engineering
7
Degree Thesis Project
Computer Engineering
17
Final project. Mention in Computer Engineering
Degree in Computer Engineering
0
Final Project. Mention in Computer Science
Degree in Computer Engineering
4
Final Project. Mention in Information Systems
Degree in Computer Engineering
0
Final Project. Mention in Information Technology
Degree in Computer Engineering
0
Final Project. Mention in Software Engineering
Degree in Computer Engineering
0
Human Machine Interfaces
Degree in Computer Engineering
42
Information and Communication Technologies
Degree in English Studies: Language and Literature
Degree in Galician and Portuguese Studies: Language and Literature
Degree in Spanish Studies: Language and Literature
Programa de Simultaneidad del Grado en Español: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Español: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
8
Subject and involved studies Total hours
Computer Vision
Degree in Computer Engineering
7
Final Project. Mention in Computer Science
Degree in Computer Engineering
8
Final Project. Mention in Information Technology
Degree in Computer Engineering
8
Human Machine Interfaces
Degree in Computer Engineering
75
Information and Communication Technologies
Degree in English Studies: Language and Literature
Degree in Galician and Portuguese Studies: Language and Literature
Degree in Spanish Studies: Language and Literature
Programa de Simultaneidad del Grado en Español: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Español: Estudios Lingüísticos y Literarios
Programa de simultaneidad del Grado en Inglés: Estudios Lingüísticos y Literarios y el Grado en Gallego y Portugués: Estudios Lingüísticos y Literarios
10
Subject and involved studies Total hours
Computer Vision
Degree in Computer Engineering
20
Human Machine Interfaces
Degree in Computer Engineering
77
Information and Communication Technologies
Degree in English Studies: Language and Literature
Degree in Galician and Portuguese Studies: Language and Literature
Degree in Spanish Studies: Language and Literature
60
Subject and involved studies Total hours
Computer Vision
Degree in Computer Engineering
7
Final Project. Mention in Information Technology
Degree in Computer Engineering
25
Final Project. Mention in Software Engineering
Degree in Computer Engineering
25
Human Machine Interfaces
Degree in Computer Engineering
75
Information and Communication Technologies
Degree in English Studies: Language and Literature
Degree in Galician and Portuguese Studies: Language and Literature
Degree in Spanish Studies: Language and Literature
24

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Philology

Quarter Day Site
2nd quarter Friday
13:00 a 14:00
Gabinete 3.06

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
10:30 a 13:30
Despacho 3.10 en Edificio Área Científica
1st quarter Wednesday
10:30 a 13:30
Despacho 3.10 en Edificio Área Científica
2nd quarter Monday
10:30 a 13:30
Despacho 3.10 en Edificio Área Científica
2nd quarter Thursday
16:30 a 18:30
Despacho 3.10 en Edificio Área Científica

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Automatic mosaic composition using OCTA images
Extraction and visualization of the cornea-lens relation in AS-OCT images
Macular edema diagnossis by means of the automatic identification and characterization of regions of interest in OCT eye fundus images
Membrane toxicity characterisation throuh digital image processing techniques
Web application for the creation of density maps of photorreceptors in OCT images
Biomedical parameters calculation tool for Angio OCT ophthalmological images
Integration of high level functionalities in a platform of smart video management
Platform for CT image management in lung cancer analysis
Tool for automatic detection and visualization of epiretinal membrane in OCT pictures
Venous artery tree reconstruction on 3D from retinal OCT images
Automatic alignment of retinal OCT images
Analysis, design and implementation of a J2EE web application with MVC architecture: Travel/holiday manager
Tool for part based object detection

Research results

Select merit type and year to query research merits.

Plataforma online para prevención y detección precoz de enfermedad vascular mediante análisis automatizado de información e imagen clínica

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Marcos Ortega
Type Proyecto Programas Nacionales
Dates From 01/01/2019 to 31/12/2020

Infraestructura para la optimización de recursos de cómputo orientada a proyectos de análisis de datos masivos y securización de sistemas y redes para el Centro de Investigación en TIC (CITIC)

Funding entity Ministerio de Ciencia, Innovación y Universidades
Main researches Manuel González Penedo
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 31/12/2019

Análisis de AVR en imagen de retina (AVIR)

Funding entity INSTITUTO UNIVERSITARIO DE INVESTIGACIÓN EN ATENCIÓN PRIMARIA IDIAP
Main researches Manuel González Penedo
Type Contrato
Dates From 15/07/2018 to 15/01/2020

PortsPlatform: Vision Artificial y SCA para SmartPort Aviles y Plataforma AGATA

Funding entity Agatha Tecnology S.L.
Main researches Marcos Ortega Hortas; Miguel Gonzalez Lopez
Type Contrato
Dates From 01/06/2018 to 31/12/2019

Desarrollo de herramienta patrón de imagen

Funding entity Espai de Producció i Electrónica S.L.
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 20/09/2018 to 20/11/2018

I3AUPA, Innovación para Integrar la Información de forma Automática en los Puntos de Venta

Funding entity Servicios Reunidos Externalización SL
Main researches Noelia Barreira
Type Contrato
Dates From 10/11/2018 to 10/11/2018

Análisis de imágenes Angio-OCT

Funding entity Instituto Oftalmológico Gómez-Ulla
Main researches Manuel G. Penedo
Type Contrato
Dates From 26/11/2018 to 25/02/2019

Desarrollo de aplicaciones móviles Cronigal

Funding entity Pamdor Prolin SL
Main researches Noelia Barreira
Type Contrato
Dates From 10/10/2018 to 15/12/2018

Sistema de detección de intrusiones basado en visión artificial para la aplicación de UAVs en tareas de vigilancia activa en interiores

Funding entity AVANSIG S.L.L.
Main researches Noelia Barreira
Type Contrato
Dates From 01/01/2018 to 31/12/2018

Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2017 to 31/12/2019

PLICAS - Protototipo para localizar e identificar productos en fotografías de lineales

Funding entity Servicios Reunidos Externalización SL
Main researches Noelia Barreira Rodríguez
Type Contrato
Dates From 26/04/2017 to 26/12/2017

PLACES-Plataforma para el conocimiento estratégico de stakeholders: distribuidores y consumidores.

Funding entity Servicios Reunidos Externalización SL
Main researches Noelia Barreira Rodríguez
Type Contrato
Dates From 01/03/2016 to 31/10/2016

Desarrollo de recursos educativos digitales para la enseñanza de Física-Química, Biología-Geología y Tecnología en Educación Primaria Obligatoria, Secundaria Obligatoria y Bachillerato

Funding entity FUNDACIÓN ESPAÑOLA PARA A CIENCIA E A TECNOLOXÍA
Main researches Carmen Bao Varela
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2016

SIRIUS - Sistema de análisis de microcirculación retiniana: evaluación multidisciplinar e integración en protocolos clínicos

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Marcos Ortega Hortas
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2017

LNDetector. Automatic Detection, Segmentation and Classification of Pulmonary Nodules System in Computed Tomography Images

Funding entity Ministério da Ciência, Tecnologia e Ensino Superior, Fundação para a Ciência e Tecnologia (FCT)
Main researches Aurélio Campilho
Type Proyecto Programas Nacionales
Dates From 01/06/2016 to 31/05/2019

ETHiC. Efficient Thermas Comfort

Funding entity Arce Clima Sistemas y Aplicaciones S.L.
Main researches Laura Milagros Castro Souto y Jorge Novo Buján
Type Contrato
Dates From 01/03/2016 to 01/07/2016

Equipamiento para desarrollo de proyectos de Big Data y Computación de Altas Prestaciones para el Centro de Investigación en TIC (CITIC)

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Manuel González Penedo
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2017

Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches M. G. Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2016 to 30/11/2019

Desarrollo de una plataforma inteligente de telecardiología

Funding entity eDiagnostic SL
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 19/05/2016 to 31/12/2018

Asistencia técnica en tecnologías informáticas para modernización y actualización de plataforma de telemedicina

Funding entity eDiagnostic SL
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 19/05/2016 to 31/01/2017

eDSalud, Plataforma de Telemedicina Multiespecialidad

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Marcos Ortega Hortas
Type Proyecto Programas Nacionales
Dates From 07/03/2016 to 31/12/2018

Airport Pavement Index Assessment (APIA)

Funding entity Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches Óscar Fontenla Romero y Noelia Barreira Rodríguez
Type Proyecto Programas Nacionales
Dates From 30/06/2015 to 31/12/2017

Smartport. Puerto de A Coruña. Puerto Inteligente. Subsistema de seguimiento y localización.

Funding entity Agata Technology SL
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 01/07/2015 to 31/12/2016

Smartviport. Puerto de Vigo. Subsistema de visión artificial y reconocimiento de patrones.

Funding entity Agata Technology SL
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 01/07/2015 to 31/12/2016

Desarrollo de un sistema automático para el cálculo y visualización de propiedades anatómicas de la retina en SD-OCT y su correlación con análisis funcionales heterogéneos de la visión

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Marcos Ortega Hortas
Type Proyecto Programas Nacionales
Dates From 01/01/2015 to 31/12/2017

MICROANEURISMAS. Estudio y desarrollo de una metodología para la detección automática de microaneurismas en retinografías digitales.

Funding entity Ulma Innovación S.L.
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 20/09/2015 to 19/12/2015

Generación de módulos estudio variables por técnica de aprendizaje máquina (BigData)

Funding entity FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches Manuel F. González Penedo
Type Contrato
Dates From 01/03/2015 to 31/12/2015

UMI UDC NAVANTIA O estaleiro do futuro

Funding entity Axencia Galega de Innovación
Main researches Daniel Pena
Type Proyecto Programas Autonomicos
Dates From 01/09/2015 to 31/12/2018

Desarrollo de nuevas tecnologías en el campo de análisis automático de imágenes digitales asociadas a diferentes dominios clínicos

Funding entity Zarpamos Aceleradora de Empresas, S.L.; Leading Smart Health Technology S.L.
Main researches Manuel González Penedo
Type Contrato
Dates From 08/01/2014 to 07/01/2019

Desarrollo de una metodología de procesado de imagen para el análisis automático de capturas marisqueras

Funding entity Fundación Universidade da Coruña (FUAC)
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 06/06/2014 to 31/12/2014

Desarrollo de una herramienta integrada para la evaluación y monitorización de los recursos marisqueros

Funding entity FUNDACIÓN BIODIVERSIDAD
Main researches Luís Jose Fernández Rodríguez
Type Proyecto Otros Programas
Dates From 01/05/2014 to 31/12/2014

Testing y puesta en marcha del sistema informático de monitorización de capturas

Funding entity Fundación Universidade da Coruña (FUAC)
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 01/07/2014 to 31/12/2014

Investigación en nuevos procesos y aleaciones microaleados para la forja en caliente de cigüeñales de automoción (FORJACEMIC)

Funding entity Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches Carlos Brión
Type Proyecto Programas Autonomicos
Dates From 01/01/2013 to 31/12/2014

Laboratorio de Imagen Médica

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Noelia Barreira Rodríguez
Type Proyecto Programas Nacionales
Dates From 01/01/2013 to 31/12/2015

Análisis automático de imágenes de fondo de ojo asociadas a diferentes patologías

Funding entity Institut d'Assistència Sanitaria (IAS)
Main researches Manuel González Penedo
Type Contrato
Dates From 02/05/2013 to 31/12/2014

Desarrollo de un sistema para la detección automática de vehículos en plazas de aparcamiento

Funding entity I MAS D3 Equipamientos Tecnológicos, S.L.
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 01/04/2013 to 31/05/2013

Investigación en nuevos procesos y aleaciones de aceros microaleados para la forja en caliente de cigüñales de automoción (FORJACEMIC)

Funding entity VIGOTEC S.L.
Main researches Mario Francisco Fernández y Manuel González Penedo
Type Contrato
Dates From 19/11/2013 to 19/05/2015

iDEAS: Dry Eye Assessment System

Funding entity Universidade da Coruña, por la contratación de servicios externos del proyecto PI10/00578 del Instituto de Salud Carlos III.
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 28/02/2013 to 30/08/2013

Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia - Modalidad de grupos con potencial crecimiento.

Funding entity Xunta de Galicia
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2013 to 30/11/2015

ANÁLISIS AUTOMÁTICO DE IMÁGENES DE RETINA Y CARÓTIDA: CORRELACIÓN ENTRE MICROCIRCULACIÓN RETINIANA Y MACROCIRCULACIÓN CEREBRO-VASCULAR

Funding entity Ministerio de Economía y Competitividad
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Nacionales
Dates From 01/01/2012 to 31/12/2014

Licencias y adquisición de sofware médico y mejoras en el entorno clínico"

Funding entity FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches Manuel González Penedo
Type Contrato
Dates From 01/12/2012 to 30/09/2013

Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)

Funding entity Xunta de Galicia
Main researches Bertha Guijarro Berdiñas
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 31/12/2013

Early Prevention of Diabetes Complications in Europe (E-PREDICE)

Funding entity COMISIÓN EUROPEA
Main researches R. Gabriel
Type Proyecto UE
Dates From 01/01/2012 to 31/12/2017

Licencias y adquisición de software para el proyecto de investigación RELACIÓN ENTRE MICROCIRCULACIÓN RETINIANA E MICROCIRCULACIÓN CEREBRAL

Funding entity FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 01/10/2011 to 30/11/2011

Metodología para la implementación incremental de la inclusión de variables pronóstico y protocolo médico asociado a hipertensos incluido análisis de retina

Funding entity FUNDACIÓN PARA LA INVESTIGACIÓN, EL DESARROLLO Y LA INNOVACIÓN DEL COMPLEXO HOSPITALARIO DE SANTIAGO (IDICHUS)
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 01/09/2011 to 31/12/2011

Integración dun Procedemento para o Cálculo e Seguemento Temporal Automático de Variables Prognóstico en Retinografías nos SS. II. Sanitarios

Funding entity Consellería de Economía e Industria
Main researches Manuel González Penedo
Type Proyecto Programas Autonomicos
Dates From 15/12/2010 to 31/10/2013

Desarrollo de un sistema de detección automática del área macular (Proyecto nacional ISCIII EC07/90687).

Funding entity CITIC-IDICHUS
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 15/10/2010 to 16/04/2011

Colaboración relativa a la cesión de Software desarrollado para la detección automática del área macular en imágenes de fondo de ojo

Funding entity CITIC-IDICHUS
Main researches Marcos Ortega Hortas
Type Contrato
Dates From 20/12/2010 to 20/06/2011

Axudas para a consolidación e a estruturación de unidades de investigación competitivas do sistema galego de I+D+I

Funding entity Xunta de Galicia, Consellería de Economía e Industria
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2010 to 31/12/2010

Estudio de la microcirculación retiniana y su valor pronótico en el hipertenso mediante un sistema distribuido de procesado de imágenes de retina.

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Manuel Francisco González Penedo
Type Proyecto Otros Programas
Dates From 01/01/2009 to 30/12/2010

Sistema computacional automático para el estudio de la microcirculación retiniana del hipertenso (Proyecto autonómico XG PS08/05).

Funding entity CITIC-IDICHUS
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 02/01/2009 to 02/01/2011

Axuda para a Consolidación e a Estruturación de Agrupaciones Estratégicas

Funding entity Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches Victor Gulías
Type Proyecto Programas Autonomicos
Dates From 01/01/2008 to 31/12/2010

Axuda para a Consolidación e a Estruturación de Unidades de Investigación Competitivas do sistema galego de I+D+i

Funding entity Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2008 to 31/01/2008

Realización de adecuación de software (SIRIUS) que permita la medición del índice arteriovenoso sobre imágenes digitales de fondo de ojo

Funding entity Institut d'Investigació Biomédica de Girona
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 01/04/2008 to 02/03/2009

Desarrollo de una aplicación informática de sistema distribuido para hipertensos

Funding entity Instituto Galego de Medicina Vascular S.L.
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 15/12/2008 to 31/12/2010

Desarrollo de una aplicación web para la automatización de trámites relativos a actuaciones de rehabilitación

Funding entity Consellería de Vivenda e Solo. Xunta de Galicia
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 01/10/2008 to 28/02/2009

CONVENIO DE COLABORACIÓN ENTRE A UDC, BOEHRINGER INGELHEIM ESPAÑA, S.A. ( BIESA ) E FEUGA PARA A POSTA A PUNTO DA APLICACIÓN INFORMÁTICA PARA MEDICIÓN SEMIAUTOMÁTICA DO ÍNDICE ARTERIOVENOSO SOBRE IMAXES DIXITAIS DE FONDO DE OLLO

Funding entity BOEHRINGER INGELHEIM ESPAÑA, S.A. ( BIESA )
Type Contrato
Dates From 05/09/2007 to 15/09/2008

CONVENIO ENTRE FEUGA y EL INSTITUTO TECNOLÓGICO DE OFTALMOLOGÍA (ITO) PARA REALIZACIÓN DO PROXECTO "PREVENCIÓN E SCREENING PARA A DMAE" (PGIDIT07SIN013E)`

Funding entity INSTITUTO TECNOLÓXICO DE OFTALMOLOXÍA
Main researches Manuel Francisco González Penedo
Type Contrato
Dates From 01/11/2007 to 30/09/2010

Biopar sistema biométrico baseado en patrón de retina. Desenvolvemento e deseño algorítmico (subproxecto)

Funding entity CONSELLERÍA DE INNOVACIÓN E INDUSTRIA
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/12/2006 to 30/11/2009

Sistema distribuido para medida del calibre retiniano (SIDMECAR) (INCENTIVO)

Funding entity Dirección Xeral de Investigación e Desenvolvemento
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 04/06/2004 to 03/06/2007

Aplicación Gráfica para el manejo de parámetros biomédicos en imágenes oftalmológicas de tipo Angio OCT

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, J. Rouco, M. Díaz González
Application date 20/03/2018
Approval date 20/03/2018

Herramienta para el cálculo de la densidad vascular en imágenes oftalmológicas de tipo Angio OCT

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M Ortega, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, J. Rouco, M. Díaz González
Application date 20/03/2018
Approval date 20/03/2018

Herramienta para el cálculo de la ZAF en imágenes oftalmológicas de tipo Angio OCT

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Marcos Ortega Hortas, N. Barreira, M G Penedo, J. Rouco, Jorge Novo Buján, M. Díaz González
Application date 20/03/2018
Approval date 20/03/2018

Herramienta para la Identificación Automática de las Regiones quísticas de la Retina en imágenes de Tomografía de Coherencia Óptica

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M G Penedo, Marcos Ortega Hortas, N. Barreira, Jorge Novo Buján, J. Rouco, J. de Moura, P. Lizancos
Application date 23/10/2017
Approval date 23/10/2017

Herramienta para el análisis y visualización automática de los mapas de densidad de los fotorreceptores de la retina en imágenes de Tomografía de Coherenci Óptica

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M G Penedo, Marcos Ortega Hortas, N. Barreira, J. Novo, J. Rouco, J. de Moura, D. Otero
Application date 24/10/2017
Approval date 24/10/2017

Herramienta para la segmentación automática de las capas de la retina en imágenes de Tomografía de Coherencia Óptica

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M G Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, J. Rouco, J. de Moura, L. Sánchez
Application date 24/10/2017
Approval date 24/10/2017

Herramienta para la detección automática y visualización de la membrana epirretiniana en imágenes de OCT

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M G Penedo, M Ortega, N. Barreira, Jorge Novo, Jose Rouco Maseda, J. de Moura, Sergio Baamonde
Application date 24/10/2017
Approval date 24/10/2017

Herramienta para la detección automática de la estructura vascular en imágenes de tomografía de coherencia ótica

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M G Penedo, M Ortega, Noelia Barreira Rodríguez, Jorge Novo, J. Rouco, J. de Moura
Application date 24/10/2017
Approval date 24/10/2017

Procedimiento para la monitorización , evaluación y predicción del estado de bancos pesqueros y marisqueros

Type Patente
Entity
Authors Luis Fernández, Ignacio Alborés, Patricia Verísimo, José Ramón Parama Gabia, Marcos Ortega Hortas
Application date 31/03/2017

Herramienta para el cálculo automático de la curvatura vascular

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro López, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Ana González López
Application date 27/05/2015

Herramienta para el seguimiento automático de puntos rojos en retinografías

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro López, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Luisa Sánchez Brea, Ana González López
Application date 27/05/2015

Herramienta para la detección automática de puntos rojos en retinografía

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Beatriz Remeseiro López, Jorge Novo Buján, Brais Cancela Barizo, Alba Fernández Arias, Luisa Sánchez Brea, Ana González López
Application date 27/05/2015

Herramienta para la Definición Automática de mapas de la película lagrimal (M-PL)

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Marcos Ortega Hortas, M G Penedo, Noelia Barreira Rodríguez, Beatriz Remeseiro López
Application date 28/05/2014

Herramienta para la estratificación del riesgo de hipertensión

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M.G. Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, Lucía Ramos García, Jorge Novo Buján
Application date 12/11/2013

Herramienta para el cálculo automático del índice arterio-venoso.

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Sonia González Vázquez, Jorge Novo Buján, Brais Cancela Barizo
Application date 08/07/2013

Herramienta para la medición automática del tiempo de ruptura de la película lagrimal

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Lucía Ramos García
Application date 12/11/2013

Herramienta para la medición de tiempos de respuesta en audiometrías

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Alba Fernández Arias
Application date 12/11/2013

Herramienta para la detección de reacciones espontáneas en audiometrías

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Alba Fernández Arias
Application date 12/11/2013

Herramienta para la clasificación automática de la ruptura de la película lagrimal

Type Software Registrado
Entity
Authors M.G. Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Lucía Ramos García
Application date 12/11/2013

Method, apparatus, and system for authomatic retinal image analysis

Type Patente
Entity Universidade da Coruña (UDC)
Authors M G Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, Francisco Gómez-Ulla de Irazazábal, Antonio Pose Reino, Antonio Mosquera González, María J. Carreira Nouche
Application date 27/07/2011
Approval date 21/12/2013

Method, Apparatus, and System for retinal image analysis

Type Patente
Entity Universidade da Coruña (UDC)
Authors Antonio Mosquera González, M G Penedo, Noelia Barreira Rodríguez, Marcos Ortega Hortas, María J. Carreira Nouche, Francisco Gómez-Ulla de Irazazábal, Antonio Pose Reino
Application date 01/02/2011
Approval date 23/01/2013

VARPA Retinal Authentication System (VARAS)

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors M G Penedo, Noelia Barreira Rodríguez, Marta Penas Centeno, Marcos Ortega Hortas, J. Rouco, Jorge Novo Buján, David Calvo Romero, Beatriz Remeseiro López
Application date 27/10/2009
Approval date 27/10/2009

Heartbeat Classification of ECGs Fusing Temporal and Morphological Information via Ensemble of Classifiers

Authors V. M. Mondejar-Guerra, J. Novo, Jose Rouco Maseda, M.G. Penedo, Marcos Ortega Hortas
Journal Biomedical Signal Processing and Control Vol. 47 (pages 41 to 48)

Intraretinal fluid identification via enhanced maps using Optical Coherence Tomography images

Authors P. L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega
Journal Biomedical Optics Express Vol. 9 Num. 10 (pages 4730 to 4745)
DOI https://doi.org/10.1364/boe.9.004730

Hydra: a web system for the analysis, diagnosis and treatment of cardiovascular diseases

Authors A. Hermida-Ameijeiras, Marcos Ortega Hortas, J.E. Lopez-Paz, J. Novo, Noelia Barreira Rodríguez, M.G. Penedo, C. Calvo
Journal JOURNAL OF HYPERTENSION Vol. 36 (pages 264 to 264)
DOI https://doi.org/10.1097/01.hjh.0000539757.81385.f8

Detection of reactions to sound via gaze and global eye motion analysis using camera streaming

Authors A. Fernández, Marcos Ortega Hortas, Joaquim de Moura, Jorge Novo, M G Penedo
Journal MACHINE VISION AND APPLICATIONS Vol. 29 Num. 7 (pages 1069 to 1082)

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Authors Lucía Ramos García, J. Novo, Noelia Barreira Rodríguez, Jose Rouco Maseda, Marcos Ortega Hortas, M G Penedo
Journal Jove-Journal of Visualized Experiments Vol. 139 (pages 1 to 14)
DOI https://doi.org/10.3791/58132

Retinal vascular tortuosity assessment: inter-intra expert analysis and correlation with computational measurements

Authors L. Ramos, J. Novo, J. Rouco, S. Romeo, M. Álvarez, M Ortega
Journal BMC Medical Research Methodology Vol. 18 Num. 144 (pages 1 to 11)

Automatic Macular Edema Identification and Characterization Using OCT Images

Authors G. Samagaio, A. Estévez, J. de Moura, J. Novo, M. Fernández, M Ortega
Journal COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE Vol. 163 (pages 47 to 63)

Wivern: a web-based system enabling computer-aided diagnosis and interdisciplinary expert collaboration for vascular research

Authors J. Novo, J. Rouco, N. Barreira, M. Ortega, M G Penedo, A. Campilho
Journal Journal of Medical and Biological Engineering Vol. 37 (pages 920 to 935)

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

Authors J. Novo, A. Hermida, M. Ortega, N. Barreira, M G Penedo, J. E. López-Paz, C. Calvo Gómez
Journal COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE Vol. 139 (pages 61 to 81)

Wivern: a web-based system enabling computer-aided diagnosis and interdisciplinary expert collaboration for vascular research

Authors J. Novo, J. Rouco, N. Barreira, M. Ortega, M.G. Penedo, A. Campilho
Journal Journal of Medical and Biological Engineering

Enhanced visualization of the retinal vasculature using depth information in OCT

Authors Joaquim de Moura, Jorge Novo Buján, P. Charlón, Noelia Barreira Rodríguez, Marcos Ortega Hortas
Journal MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Num. 55 (pages 2209 to 2225)
DOI https://doi.org/10.1007/s11517-017-1660-8

Assessing the subclinical target organ damage of "white coat effect" in hypertensive patients with an online framework

Authors A. Hermida, J. Novo, M. Ortega, J. Rouco, E López, Carlos Calvo Gómez
Journal Sylwan Vol. 161 Num. 6 (pages 1 to 17)

A Methodology for the Analysis of Spontaneous Reactions in Automated Hearing Assessment

Authors A. Fernández, M Ortega, M G Penedo, C. Vázquez, L.M. Gigirey
Journal IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (pages 1 to 12)
DOI https://doi.org/10.1109/jbhi.2014.2360061

Multiple human tracking system for unpredictable trajectories

Authors Brais Cancela Barizo, M Ortega, M G Penedo
Journal MACHINE VISION AND APPLICATIONS Vol. 25 Num. 2 (pages 511 to 527)
DOI https://doi.org/10.1007/s00138-013-0544-7

Detection of unconscious eye movements to check audiometric thresholds (Pilot study)

Authors C. Vázquez, L.M. Gigirey, A. Fernández, Marcos Ortega Hortas, M.G. Penedo
Journal European Geriatric Medicine Vol. 156

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

Authors Brais Cancela Barizo, Marcos Ortega Hortas, Manuel González Penedo, Jorge Novo Buján, Noelia Barreira Rodríguez
Journal PATTERN RECOGNITION Vol. 46 Num. 7 (pages 2015 to 2027)
DOI https://doi.org/10.1016/j.patcog.2013.01.013

Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios

Authors Brais Cancela, Marcos Ortega Hortas, A. Fernández, M G Penedo
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 40 Num. 4 (pages 1116 to 1131)

Sirius: A web-based framework for diabetic retinopathy screening

Authors M.G. Penedo, Noelia Barreira, M. Ortega, S.G. Vázquez, Francisco Gómez-Ulla, Pose Reino, A, Marta Pena Seijo
Journal Diabetes Technology & Therapeutics Vol. 15 Num. S1

Automatic processing of audiometry sequences for objective screening of hearing loss

Authors A. Fernández, M Ortega, Brais Cancela Barizo, M G Penedo, C. Vázquez, L.M. Gigirey
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 39 (pages 12683 to 12696)

Automatic detection and characterisation of retinal vessel tree bifurcations and crossovers in eye fundus images

Authors David Calvo Romero, Marcos Ortega Hortas, M G Penedo, Jose Rouco Maseda
Journal COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE Vol. 103 Num. 1 (pages 28 to 38)

Texture description in local scale using texton histograms with quadrature filter universal dictionaries

Authors Jose Rouco Maseda, A. Mosquera, M G Penedo, Marcos Ortega Hortas, Marta Penas Centeno
Journal IET COMPUTER VISION Vol. 5 Num. 4 (pages 211 to 221)

Algorithm for registration of full Scanning Laser Ophthalmoscope video sequences

Authors C. Marino, Marcos Ortega Hortas, Noelia Barreira Rodríguez, M G Penedo, María José Carreira Nouche, F. Gonzalez
Journal COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE Vol. 102 Num. 1 (pages 1 to 16)

Path Analysis in Multiple-Target Video Sequences

Authors Brais Cancela, Marcos Ortega Hortas, Alba Fernandez, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6979 (pages 50 to 59)

Solving Multiple-Target Tracking Using Adaptive Filters

Authors B. Cancela, Marcos Ortega Hortas, M G Penedo, A. Fernandez
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6753 (pages 416 to 425)

Fully Automatic Methodology for Human Action Recognition Incorporating Dynamic Information

Authors Ana Gonzalez, Marcos Ortega Hortas, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 7042 (pages 173 to 180)

Contextual and Skin Color Region Information for Locating Human Body Parts

Authors M.G. Penedo, Alba Fernandez, Marcos Ortega Hortas, Brais Cancela
Journal Journal of Computer and Information Technology Vol. 1 (pages 1 to 16)

Design and Implementation of an Affect-Responsive Interactive Photo Frame

Authors H. Dibekioglu, Marcos Ortega Hortas, I. Kosunen, Petr Zuzanek, Albert Ali Salah, T. Gevers
Journal Journal on Multimodal User Interfaces Vol. 4 Num. 2 (pages 81 to 95)
DOI https://doi.org/10.1007/s12193-011-0057-5

SIRIUS, Computerized Tool for Automatic Analysis of Retinal Microcirculation

Authors Marta Pena Seijo, M G Penedo, Marcos Ortega Hortas, S. González, F. Gómez Ulla, Antonio Pose Reino
Journal JOURNAL OF HYPERTENSION Vol. 29 Num. e202 (pages e202 to e202)

Determinación del calibre vascular retiniano en hipertensos con un método semiautomático basado en el modelo de snakes

Authors Antonio Pose Reino, Marta Pena Seijo, M G Penedo, Marcos Ortega Hortas, María Rodríguez Blanco, Pilar Vega, José Luis Díaz Díaz, Noa Fernández, Juan Carlos Estévez, Francisco Gómez-Ulla De Irazazábal
Journal MEDICINA CLINICA Vol. 135 Num. 4 (pages 145 to 150)

Improvements in Retinal Vessel Clustering Techniques:Towards the Automatic Computation of the Arterio Venous Ratio

Authors Sonia González Vázquez, Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, Antonio Pose Reino
Journal COMPUTING Vol. 90 Num. 3 (pages 197 to 217)

Semi-automatic Procedure for the Computation of the Arteriovenous Ratio in Retinal Images

Authors Noelia Barreira Rodríguez, Marcos Ortega Hortas, J. Rouco, M G Penedo, Antonio Pose Reino, Castor Mariño Pérez
Journal INTERNATIONAL JOURNAL FOR COMPUTATIONAL VISION AND BIOMECHANICS Vol. 3 Num. 2 (pages 135 to 147)

SIRIUS: A Web-based system for retinal image analysis International Journal of Medical Informatics

Authors Marcos Ortega Hortas, Noelia Barreira Rodríguez, Jorge Novo Buján, M G Penedo, Antonio Pose Reino, Francisco Gómez-Ulla De Irazazábal
Journal INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS Vol. 79 Num. 10 (pages 722 to 732)

Topological Active Volumes: a Topology-Adaptive Deformable Model for Volume Segmentation

Authors Noelia Barreira Rodríguez, M G Penedo, Laurent Cohen, Marcos Ortega Hortas
Journal PATTERN RECOGNITION Vol. 43 Num. 1 (pages 255 to 266)

Automatic drusen detection from digital retinal images: AMD prevention

Authors Beatriz Remeseiro López, Noelia Barreira Rodríguez, David Calvo Romero, Marcos Ortega Hortas, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5717 (pages 187 to 194)

Characterisation of feature points in eye fundus images

Authors David Calvo Romero, Marcos Ortega Hortas, M G Penedo, J. Rouco
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5856 (pages 449 to 456)

Characterisation of retinal feature points applied to a biometric system

Authors David Calvo Romero, Marcos Ortega Hortas, M G Penedo, J. Rouco, Beatriz Remeseiro López
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5716 (pages 355 to 363)

On the quantitative estimation of short-term aging in human faces

Authors Marcos Ortega Hortas, Linda Brodo, Manuele Bicego, Massimo Tistarelli
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5716 (pages 575 to 584)

Personal verification based on extraction and characterization of retinal feature points

Authors Marcos Ortega Hortas, M G Penedo, J. Rouco, Noelia Barreira Rodríguez, María J Carreira Nouche
Journal JOURNAL OF VISUAL LANGUAGES AND COMPUTING Vol. 20 Num. 2 (pages 80 to 90)

Retinal verification using a feature points-based biometric pattern

Authors Marcos Ortega Hortas, M G Penedo, J. Rouco, Noelia Barreira Rodríguez, María J. Carreira Nouche
Journal EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING Vol. 2009 (pages 1 to 13)

Vascular landmark detection in retinal images

Authors Marcos Ortega Hortas, J. Rouco, Jorge Novo Buján, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5717 (pages 211 to 217)

Automated three stage red lesions detection in digital color fundus images

Authors Cástor Mariño Pérez, Manuel Eduardo Ares Brea, M G Penedo, Marcos Ortega Hortas, Noelia Barreira Rodríguez, Francisco Gómez-Ulla De Irazazábal
Journal WSEAS TRANSACTIONS ON COMPUTER Vol. 7 Num. 4 (pages 207 to 215)

Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation using a Deformable Contour Model

Authors Lucía Espona Pernas, María José Carreira Nouche, M G Penedo, Marcos Ortega Hortas
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5197 (pages 683 to 690)

Macula precise localization using digital retinal angiographies

Authors Cástor Mariño Pérez, Simón Pena Placer, M G Penedo, Marcos Ortega Hortas, J. Rouco, Antonio Pose Reino, Marta Pena Seijo
Journal WSEAS TRANSACTIONS ON COMPUTER RESEARCH Vol. 3 Num. 1 (pages 43 to 50)

Similarity Metrics Analysis for Feature Point Based Retinal Authentication

Authors Marcos Ortega Hortas, M G Penedo, Cástor Mariño Pérez, María José Carreira Nouche
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5112 (pages 1023 to 1032)

A snake for retinal vessel segmentation

Authors Lucía Espona Pernas, María José Carreira Nouche, Marcos Ortega Hortas, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4478 (pages 178 to 185)

Certainty Measure of Pairwise Line Segment Perceptual Relations Using Fuzzy Logic

Authors J. Rouco, Marta Penas Centeno, M G Penedo, Marcos Ortega Hortas, Carmen Alonso Montes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4756 (pages 477 to 486)

Two stages optic disc sementation in digital retinal images

Authors Cástor Mariños Pérez, Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, José Luis Doncel Juárez, Francisco Gómez-Ulla
Journal WSEAS Transactions on Information Science & Applications Vol. 4 Num. 4 (pages 771 to 778)

Two stages optic disc segmentation in digital retinal images

Authors C. Marino, N. Barreira, M G Penedo, M Ortega, José Luis Doncel Juárez, F. Gómez-Ulla
Journal WSEAS Transactions on Information Science & Applications

Personal Authentication Based on Featue Extraction and Optic Nerve Location in Digital Retinal Images

Authors Marcos Ortega Hortas, Cástor Mariño Pérez, M G Penedo, Marianne Blanco Martiño, Francisco González
Journal WSEAS TRANSACTIONS ON COMPUTER Vol. 5 Num. 6 (pages 1169 to 1176)

Significant Perceptual Regions by Active-Nets

Authors David García Pérez, Antonio Mosquera, Marcos Ortega Hortas, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3211 (pages 795 to 802)

Biometric authentication using the retinal vessel tree

Publishing Lambert Academic Publishing, (España)
ISBN 978-3-8443-1845-6

Retinal Vasculature Identification and Characterization Using OCT Imaging

Authors Joaquim de Moura. J. Novo. Jose Rouco Maseda. Noelia Barreira Rodríguez. M.G. Penedo. Marcos Ortega Hortas
Book OCT - Applications in Ophthalmology
Vol. 1 Publishing: InTech Open Science (Sage Publishing).
ISBN: 978-1-78923-755-9
Pages From 23 to 39

Mild-Obesity as a Cardiovascular Prognostic Marker

Authors A. Hermida. J. Novo. M Ortega. J.E. López-Paz. C. Calvo-Gomez
Book Obesity Diagnosis and Treatment
Publishing: Avid Science.
ISBN: 978-93-86337-46-7
Pages From 1 to 11

A Texture-based Method for Choroid Segmentation in Retinal EDI-OCT Images

Authors A. González. Bea Remeseiro. M. Ortega. M G Penedo. P. Charlón
Book Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers EUROCAST 2015
Publishing: Springer - Verlag.
ISBN: 978-3-319-27339-6
Pages From 487 to 493

Influence of the Interest Operators in the Detection of Spontaneous Reactions to the Sound

Authors A. Fernández. J. Marey. M. Ortega. M G Penedo
Book Lecture Notes in Artificial Vision: ICAART 2014 - Revised and Extended Papers
Publishing: Springer - Verlag.
ISBN: 978-3-319-25209-4
Pages From 346 to 361

Automatic analysis of scanning laser ophthalmoscope sequences for arteriovenous passage time measurement

Authors C. Pérez. M Ortega. J. Novo. Bea Remeseiro. A. Fernández. F. Gómez-Ulla
Book Opthalmology Imaging and Applications
Publishing: CRC Press .
ISBN: 978-146-65-5913-4
Pages From 221 to 236

Cyst detection in OCT images for pathology characterization

Authors A. González. Bea Remeseiro. M Ortega. M G Penedo. P. Charlón
Book Ophthalmological Imaging and Applications
Publishing: CRC Press .
ISBN: 9781466559134
Pages From 315 to 332

Implementation and Optimization of a Method for Retinal Layer Extraction and Reconstruction in Optical Coherence Tomography Images

Authors Marcos Ortega Hortas. A. González. M G Penedo. P. Charlón
Book Medical Applications of Artificial Intelligence
Publishing: CRC Press .
ISBN: 13:978-1-4398-8433-1
Pages From 175 to 191

Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes

Authors Brais Cancela. M. Ortega. M G Penedo
Book Lecture Notes in Computer Science: Pattern Recognition and Image Analysis (IbPRIA 2013)
Publishing: Springer - Verlag.
ISBN: 978-3-642-38627-5
Pages From 366 to 366373

Trajectory Similarity Measures using Minimal Paths

Authors Brais Cancela. M. Ortega. A. Fernández. M G Penedo
Book Lecture Notes in Computer Science: Image Analysis and Processing (ICIP 2013)
Publishing: Springer - Verlag.
ISBN: 978-3-642-41180-9
Pages From 400 to 409

Automatic Eye Gesture Recognition in audiometries for patients with cognitive decline

Authors A. Fernández. M. Ortega. M G Penedo. Brais Cancela. L.M. Gigirey
Book Lecture Notes in Computer Science: International Conference on Image Analysis and Recognition (ICIAR 13)
Publishing: Springer - Verlag.
ISBN: 978-3-642-39093-7
Pages From 27 to 34

Movement analysis for the assessment of hearing in patients with cognitive impairment: A preliminary study

Authors A. Fernández. Marcos Ortega Hortas. Brais Cancela. L.M. Gigirey
Book Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers (EUROCAST 2013)
Publishing: Springer Verlag.
ISBN: 978-3-642-53861-2
Pages From 133 to 139

Precise Segmentation of the Optic Disc in Retinal Fundus Images

Authors Fraga, A.. Noelia Barreira. M. Ortega. M G Penedo. M.J. Carreira
Book Lecture Notes in Computer Science:Computer Aided Systems Theory (Revised Selected Papers EUROCAST 2011)
Publishing: Springer Verlag.
ISBN: 978-3-642-27548-7
Pages From 584 to 591

Contextual and Skin Color Region Information for Face and Arms Location

Authors A. Fernández. M. Ortega. M G Penedo. Brais Cancela
Book Lecture Notes in Computer Science:Computer Aided Systems Theory (Revised Selected Papers EUROCAST 2011)
Publishing: Springer Verlag.
ISBN: 978-3-642-27548-7
Pages From 616 to 623

Retinal vessel tree as biometric pattern

Authors Marcos Ortega Hortas. M G Penedo
Book Biometrics
Publishing: InTech.
ISBN: 978-953-307-618-8
Pages From 113 to 138

Solving Multiple-Target Tracking Using Adaptive Filters

Authors B. Cancela. M. Ortega. M G Penedo. A. Fernández
Book LNCS: image Analysis and Recognition
Publishing: springer verlag.
ISBN: 978-3-642-21592-6
Pages From 416 to 425

Path analysis in multiple-target video sequences

Authors B. Cancela. M. Ortega. A. Fernández. M G Penedo
Book Lecture Notes Computer Science: Image Analysis and Processing
Publishing: SPRINGER.
ISBN: 978-3-642-24087-4
Pages From 50 to 59

Fully automatic methodology for human action recognition incorporating dynamic information

Authors A. González. M. Ortega. M G Penedo
Book Lecture Notes in Computer Science: Progress in Pattern Recognition, Image Analysis, Computer Vision and Applications
Publishing: SPRINGER.
ISBN: 978-3-642-25084-2
Pages From 173 to 180

Understanding target trajectory behavior: a dynamic scene modeling approach

Autor Brais Cancela Barizo
Director/s Marcos Ortega Hortas; Manuel Francisco González Penedo
Scope Computación
Qualification Sobresaliente Cum Laude

Computer aided hearing assessment: towards an automated audiometric tool

Autor Alba Fernández Arias
Director/s Marcos Ortega Hortas, Manuel F. González Penedo
Scope Facultad de Informática
Qualification Apto

Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction
MICCAI'18 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention
International

Authors A. Suárez-Hervella, J. Rouco, J. Novo, M. Ortega
Place Granada (España)

On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment
ESANN 2016 - European Simposium on Artificial Neural Networks (Core B)
International

Authors Verónica Bolón Canedo, A. Fernández, A. Alonso Betanzos, M. Ortega, M G Penedo
Place Brujas (Bélgica)

Artery/vein classification of blood vessel tree in retinal imaging
12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - VISAPP'17
International

Authors J. de Moura, J. Novo, M. Ortega, Noelia Barreira, P. Charlón
Place Oporto (Portugal)

Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images
Sixteenth International Conference on Computer Aided Systems Theory - Eurocast'17
International

Authors J. de Moura, J. Novo, M. Ortega, Noelia Barreira, M.G. Penedo
Place Palmas de Gran Canaria, Las (España)

Automatic vessel detection by means of brightness profile characterization in OCT images
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International

Authors J. de Moura, Jorge Novo Buján, J. Rouco, M G Penedo, M Ortega
Organization KES International
Place Marsella (Francia)

Hydra: un sistema web para el análisis, diagnóstico y tratamiento de las enfermedades cardiovasculares.
24 Congreso de la Sociedad Gallega de Hipertensión
Autonomous

Authors J.E. Lopez-Paz, Marcos Ortega Hortas, A. Hermida-Ameijeiras, Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, C. Calvo Gómez
Organization Sociedad Gallega de Hipertensión
Place Sanxenxo (España)

Feature definition, analysis and selection for cystoid region characterization in Optical Coherence Tomography
Knowledge-Based and Intelligent Information & Engineering Systems, 21st International Conference, KES-2017
International

Authors J. de Moura, P. L. Vidal, J. Novo, J. Rouco, M Ortega
Organization KES International
Place Marsella (Francia)

Automatic identification of intraretinal cystoid regions in Optical Coherence Tomography
16th Conference of Artificial Intelligence in Medicine (AIME'17)
International

Authors J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega
Place Viena (Austria)

Automatic Detection of Epiretinal Membrane in OCT Images by Means of Local Luminosity Patterns
XXX
International

Authors S. Baamonde, J. de Moura, J. Novo, M Ortega
Place Cádiz (España)

Automatic Detection of Blood Vessels in Retinal OCT Images
IWINAC 2017 - International Work conference on the Interplay between Natural and Artificial Computation
International

Authors J. de Moura, J. Novo, J. Rouco, M G Penedo, M Ortega
Place Coruña, A (España)

Feature definition and selection for epiretinal membrane characterization in Optical Coherence Tomography images
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International

Authors S. Baamonde, J. de Moura, J. Novo, J. Rouco, M Ortega
Place Catania (Italia)

Optical Coherence Tomography Denoising by Means of a Fourier Butterworth Filter-based Approach
19th International Conference on Image Analysis and Processing (ICIAP 2017)
International

Authors G. Samagaio, J. de Moura, J. Novo, M. Ortega
Place Catania (Italia)

3D retinal vessel tree segmentation and reconstruction with OCT images
13th International Conference on Image Analysis and Recognition, ICIAR 2016
International

Authors J. de Moura, J. Novo, M. Ortega, P. Charlón
Place Povoa de Varzim (Portugal)

Herramienta informática para la visualización 3D interactiva de la estructura vascular de la retina
BioIntegraSaúde 2016
Autonomous

Authors J. de Moura, M Ortega, Noelia Barreira, M.G. Penedo
Organization Complexo Hospitalario Universitario de Santiago de Compostela
Place Santiago de Compostela (España)

Vessel Tree Extraction and Depth Estimation with OCT Images
17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016
International

Authors J. de Moura, J. Novo, M. Ortega, Noelia Barreira, M.G. Penedo
Organization Asociación Española de Inteligencia Artificial
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-319-44636-3

"White Coat¿ Effect Study as a Subclinical Target Organ Damage by Means of aWeb Platform
4th KES International Conference on Innovation in Medicine and Healthcare, InMed 2016
International

Authors J. Novo, A. Hermida, M. Ortega, Noelia Barreira, M.G. Penedo, Carlos Calvo Gómez
Place Puerto de la Cruz (España)
DOI https://doi.org/10.1007/978-3-319-39687-3

Detection and characterization of the sclera: evaluation of eye gestural reactions to auditory stimuli"
10th International Conference on Computer Vision Theory and Applications (VISAPP 2015)
International

Authors A.Fernández, J. de Moura, M. Ortega, M G Penedo
Organization Escola Superior de Tecnologia de Setúbal
Place Berlin (Alemania)

A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids
IEEE International Conference on Computer Vision (ICCV 2015)
International

Authors B. Cancela, M. Ortega, M G Penedo
Organization IEEE Communitation Society
Place Santiago (Chile)

A Texture-based Method for Choroid Segmentation in Retinal EDI-OCT Images
Computer Aided Systems Theory - EUROCAST 2015
International

Authors A. González, Bea Remeseiro, M. Ortega, M G Penedo, P. Charlón
Place Palmas de Gran Canaria, Las (España)

Choroid Characterization in EDI OCT Retinal Images Based on Texture Analysis
7th International Conference on Agents and Artificial Intelligence (ICAART 2015)
International

Authors A. González, Bea Remeseiro, M. Ortega, M G Penedo
Organization INSTICC ¿ Institute for Systems and Technologies of Information, Control and Communication
Place Lisboa (Portugal)

Automatic Vessel Shade-Robust Segmentation of Retinal Layers in OCT Images
Studies in Health Technology and Informatics: Innovation in Medicine and Healthcare (InMed-14)
International

Authors A. Fernández, M. Ortega, M G Penedo, P. Charlón
Organization UNIVERSIDAD DEL PAÍS VASCO
Place Donostia-San Sebastián (España)

Automated Layer Delimitation in OCT Retinal Images"
International Congress of Optometry and Vision Science (CIOCV 2014)
International

Authors A. González, M. Ortega, M G Penedo, P. Charlón
Organization UNIVERSIDADE DO MINHO
Place Braga (Portugal)

Quantitative study on a multiscale approach for OCT retinal layer segmentation
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International

Authors A. González, C. Ortigueira, M. Ortega, M G Penedo
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Angers (Francia)

Computerized Analysis of Retinal Layers in OCT Images
Vision Sciences and Eye Research Meeting (ViSER 2014)
International

Authors A. González, M. Ortega, M G Penedo, P. Charlón
Place Santiago de Compostela (España)

Unsupervised Trajectory Modelling using Temporal Information via Minimal Paths
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014)
International

Authors B. Cancela, A. Iglesias, M. Ortega, M G Penedo
Organization IEEE Communitation Society
Place Columbus, Ohio (Estados Unidos)

Interest operator analysis for automatic assessment of spontaneous gestures in audiometries
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International

Authors A. Fernández, J. Marey, M. Ortega, M G Penedo
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Angers (Francia)

Computerized tool for automatic retinal layer identification in OCT images
II International Conference on Applications of Optics and Photonics (AOP 2014)
International

Authors Manuel González Penedo, M. Ortega, P. Charlón, José María Barja Pérez
Organization Sociedade Portuguesa para a Investigaçao e Desenvolvimento em Optica e Fotónica
Place Aveiro (Portugal)

Automatic Robust Segmentation of Retinal Layers in OCT Images with Refinement Stages
11th International Conference, ICIAR 2014
International

Authors A. González, Marcos Ortega Hortas, M.G. Penedo, P. Charlón
Place Algarve (Portugal)

Computer aided hearing assessment: detection of eye gesture reactions as a response to the sound
11th International Conference, ICIAR 2014
International

Authors A. Fernández, Marcos Ortega Hortas, M.G. Penedo
Place Algarve (Portugal)

A new approach for robust lip segmentation in video sequences
Computer Aided Systems Theory; EUROCAST 2013
International

Authors J. Campos López, M. Ortega, M G Penedo, A.Fernández
Organization Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place Palmas de Gran Canaria, Las (España)

Human Detection and Tracking Under Complex Activities
International Conference on Computer Vision Theory and Applications. VISSAP 2013
International

Authors Brais Cancela, M. Ortega, M G Penedo
Organization INSTICC
Place Barcelona (España)

Automatic Cyst Detection in OCT Retinal Images Combining Region Flooding and Texture Analysis
26th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2013)
International

Authors A. González, Bea Remeseiro, M. Ortega, M G Penedo, P. Charlón
Place Porto (Portugal)

Automatic Eye Gesture Detection and Classification during Hearing Assessment for Patients with Cognitive Decline
11th Congress of the European Federation of Audiology Societies (EFAS 2013)
International

Authors A.Fernández, C. Vázquez, L.M. Gigirey, M. Ortega, M G Penedo
Place Budapest (Hungría)

Sistema automático para la evaluación auditiva de pacientes con deterioro cognitivo
Biointegrasaúde 2013
Autonomous

Authors A. Fernández, Marcos Ortega Hortas, M.G. Penedo, C. Vázquez, L.M. Gigirey
Organization Instituto de Investigación Sanitaria de Santiago (IDIS),
Place Santiago de Compostela (España)

Movement analysis for the assessment of hearing in patients with cognitive impairment: A preliminary study.
Computer Aided Systems Theory; EUROCAST 2013
International

Authors A. Fernández, Marcos Ortega Hortas, Brais Cancela, L.M. Gigirey
Organization Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place Palmas de Gran Canaria, Las (España)

A new method for measuring hearing loss. Part I: a study among a sample of standard population.
2nd International Conference on Adult Hearing Screening
International

Authors C. Vázquez, A.Fernández, L.M. Gigirey, M. Ortega, M G Penedo
Place Cernobbio (Italia)

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

Authors Alejandro Fraga, Noelia Barreira Rodríguez, Marcos Ortega Hortas, Manuel González Penedo, María José Carreira Nouche
Organization Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place Palmas de Gran Canaria, Las (España)
DOI https://doi.org/10.1007/978-3-642-27549-4_75

Contextual and Skin Color Region Information for Face and Arms Location
Computer Aided Systems Theory - EUROCAST 2011
International

Authors M G Penedo, A. Fernández, M. Ortega, Brais Cancela
Organization Instituto Universitario de Ciencias y Tecnologías Cibernéticas, Universidad de Las Palmas de Gran Canaria
Place Palmas de Gran Canaria, Las (España)

Automatic analysis of the patient's conscious responses to the emission of auditory stimuli during the performance of an audiometry
International Conference on Digital Image Computing: Techniques and Applications
International

Authors A. Fernández, M. Ortega, M G Penedo, B. Cancela, L.M. Gigirey, C. Vázquez
Organization University of Queensland
Place Noosa (Australia)

Measuring response times to auditory stimuli during an audiometry
4th International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL), Barcelona, October 2011
International

Authors A. Fernández, M. Ortega, B. Cancela, M G Penedo, C. Vázquez, L.M. Gigirey
Organization Universitat Politécnica de Catalunya (UPC)
Place Barcelona (España)

Automatic Processing of Digital Retinographies
CATMI 2011
International

Authors Marcos Ortega Hortas
Place Chipiona (España)

An Affect-Responsive Interactive Photo Frame
6th International Summer Workshop on Multimodal Interfaces (eNTERFACE 2010)
International

Authors Hamdi Dibeklioglu, Ilkka Kosunen, Marcos Ortega Hortas, Albert Ali Salah, Petr Zuzanek
Place Amsterdam (Países Bajos)

Color Information Analysis for Face Differentiation
Computer Graphics and Imaging (CGIM)
International

Authors Luis Alberto Lado Freire, Marcos Ortega Hortas, Alba Fernández Arias, M G Penedo
Place Innsbruck (Austria)

Skin region analysis for face detection
III Congreso Español de Informática (CEDI 2010) - II Workshop de Reconocimiento de Formas y Análisis de Imágenes (AERFAI 2010)
National

Authors Alba Fernández Arias, Marcos Ortega Hortas, Castor Mariño Pérez, M G Penedo, Brais Cancela Barizo
Place Valencia (España)

Energy Deviation Values of Gabor Filters in Texture Classification
Signal Processing, Pattern Recognition and Applications (SPPRA)
International

Authors Juan Dourado Lema, J. Rouco, M G Penedo, Antonio Mosquera González, Marcos Ortega Hortas
Place Innsbruck (Austria)

A novel similarity metric for retinal images based authentication
BIOSIGNALS 2009, International Conference on Bio-inspired Systems and Signal Processing
International

Authors Marcos Ortega Hortas, M G Penedo, Castor Mariño Pérez, María J. Carreira Nouche
Place Porto (España)

Measuring changes in face appearance through aging
CVPR 2009, IEEE Conference on Computer Vision and Pattern Recognition
International

Authors Marcos Ortega Hortas, Linda Brodo, Manuele Bicego, Massimo Tistarelli
Place Miami (Estados Unidos)

Texture description in local scale using texton histograms with universal dictionary
DICTA 2009, Digital image computing: techniques and applications
International

Authors J. Rouco, M G Penedo, Marcos Ortega Hortas, Antonio Mosquera González
Place Melbourne (Australia)

Retinal Vessel Tree Segmentation using a Deformable Contour Model
ICPR 2008 - 19th International Conference on Pattern Recognition
International

Authors Lucía Espona Pernas, María José Carreira Nouche, M G Penedo, Marcos Ortega Hortas
Place Tampa Bay (Estados Unidos)

Pixel Parallel Vessel Tree Extraction for a Personal Authentication System
ISCAS 2008 - IEEE International Symposium on Circuits and Systems
International

Authors Carmen Alonso Montes, Marcos Ortega Hortas, M G Penedo, David López Vilariño
Place Seattle (Estados Unidos)

On the Improvement of the Topological Active Volumes model: A tetrahedral approach
VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications
International

Authors Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, J. Rouco
Place Funchal, Madeira (Portugal)

Three stage red lesions detection using digital color retinal angiographies
7th WSEAS International Conference on Applied Informatics and Communications (AIC 2007)
International

Authors Cástor Mariño Pérez, Manuel E. Ares Brea, M G Penedo, Marcos Ortega Hortas
Place Vouliagmeni (Grecia)

Biometric authentication based on feature extraction in digital retinal images
SWB 2007, 1st Spanish Workshop on Biometrics
National

Authors Marcos Ortega Hortas, Cástor Mariño Pérez, M G Penedo, Lucía Espona Pernas
Place Girona (España)

Biometric Authentication using digital retinal images
The 5th WSEAS International Conference on Applied Computer Science
International

Authors Marcos Ortega Hortas, Cástor Mariño Pérez, M G Penedo, Marianne Blanco Martiño, Francisco González
Place Hangzhou (China)

Optic disc segmentation using a matching filter and a deformable model
The 6th WSEAS International Conference on Applied Computer Science
International

Authors Cástor Mariño Pérez, Noelia Barreira Rodríguez, M G Penedo, Marcos Ortega Hortas, A. Pérez Urría, José Luis Doncel Juárez, Francisco González
Place Puerto de la Cruz (España)

Positions

Academic or management positions held by teacher.

Facultad de Informática

Secretario/a de Facultad

From 20/04/2017.

Comisión Académica de la Facultad de Informática

Secretario/a

From 20/04/2017.

Comisión de Calidad de la Facultad de Informática

Secretario/a

From 20/04/2017.

Profesorado responsable titulaciones Facultad de Informática

Grado en Ingeniería Informática
Profesor/a responsable de titulación

From 01/10/2015 to 30/05/2017.

Profesorado responsable titulaciones Facultad de Informática

Grado en Ingeniería Informática
Profesor/a responsable de titulación

From 02/03/2015 to 30/09/2015.

Comisión de Calidad de la Facultad de Informática

Vocal Coordinador de Título