| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Grupo de Visión Artificial y Reconocimiento de Patrones |
| Research lines | No data available from Curriculum Management System at UDC. (SUXI). |
| Contacto | UDC directory |
| Orcid id0000-0002-6009-4737 Scopus57196234697 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Automata and Formal Languages
Degree in Artificial Intelligence
|
Compulsory | 0 | 40 |
|
Bioinformatics and Medicine
Degree in Artificial Intelligence
|
Optional | 0 | 15.75 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 41 |
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
|
Intelligent Interaction
Degree in Artificial Intelligence
|
Optional | 0 | 5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Automata and Formal Languages | Compulsory | 0 | 5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 32 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 60 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 60 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 35 |
|
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 simultaneidade do Grao en Inglés: Estudos Lingüísticos e Literarios e o Grao en Español: Estudos Lingüísticos e Literarios
Programa de simultaneidade do Grao en Inglés: Estudos Lingüísticos e Literarios e o Grao en Galego e Portugués: Estudos Lingüísticos e Literarios
|
Core | 0 | 25 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 2nd quarter |
Tuesday
12:00 a 13:30 |
Laboratorio 0.1 |
| 2nd quarter |
Wednesday
12:00 a 13:30 |
Laboratorio 0.1 |
| 2nd quarter |
Thursday
12:00 a 13:30 |
Laboratorio 0.1 |
No available EOG works or final master thesis directed by current teacher since 2013 year.
Select merit type and year to query research merits.
Sensórica, cómputo y almacenamiento de alto rendimiento para soporte de tecnologías de inteligencia artificial y robótica de vehículos autónomos
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Manuel González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2020 to 31/12/2020 |
CADIA- Desarrollo y validación de una metodología de detección y conteo de núcleos celulares en imágenes histopatológicas teñidas por hematoxilina y eosina y almacenadas en una estructura dicom wsi
| Funding entity | UTE VICOMTECH INYCOM |
| Main researches | Marcos Ortega Hortas, Jorge Novo Buján |
| Type | Contrato |
| Dates | From 22/01/2020 to 20/12/2020 |
Axudas para a consolidación e estruturación de unidades de investigación competitivas-GRC
| Funding entity | Consellería de Educación e Ordenación Universitaria |
| Main researches | González Penedo, F. Manuel |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2020 to 31/12/2023 |
OCUEXPLORER
| Funding entity | Centro Internacional de Oftalmología Avanzada (CIOA) |
| Main researches | Marcos Ortega Hortas / Jorge Novo Buján |
| Type | Contrato |
| Dates | From 15/07/2020 to 15/07/2021 |
CUANTIFICACION Y CARACTERIZACION COMPUTACIONAL DE IMAGEN MULTIMODAL OFTALMOLOGICA: ESTUDIOS EN ESCLEROSIS MULTIPLE
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Manuel González Penedo; José Rouco Maseda |
| Type | Proyecto Programas Nacionales |
| Dates | From 03/09/2020 to 31/12/2023 |
Intelixencia Artificial vs COVID-19: melloras na detección,avaliación e seguimento personalizado dos afectados
| Funding entity | Xunta de Galicia - GAIN |
| Main researches | M. Ortega |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/11/2020 to 31/12/2020 |
Desarrollo de tecnologías inteligentes para diagnóstico de la DMAE basadas en el análisis automático de nuevas modalidades heterogéneas de adquisición de imagen oftalmológica
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Marcos Ortega Hortas / Enrique Javier Carmona Suárez |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2019 to 31/12/2022 |
Técnicas de visión artificial para la detección automática de puntos críticos en mantenimiento vial (AUTOVÍA)
| Funding entity | ENXENIO, S.L. |
| Main researches | Manuel González Penedo |
| Type | Contrato |
| Dates | From 21/12/2018 to 31/12/2019 |
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 |
Axudas para a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Manuel F. González Penedo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2016 to 30/11/2019 |
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 |
Herramienta para realizar cribado de DME en imágenes OCT. -OCT-CRIBADO
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, J. de Moura, M. Díaz González, Plácido L. Vidal |
| Application date | 06/02/2020 |
Herramienta para la identificación y caracterización de edema macular en imágenes OCT. -HAICEM OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, J. de Moura, M. Díaz González, Plácido L. Vidal |
| Application date | 06/02/2020 |
Herramienta para la identificación y visualización de regiones con edema macular diabético. -IVIRE-EMD
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, Plácido L. Vidal, Iago Otero |
| Application date | 06/02/2020 |
Sistema distribuido para el análisis de imágenes médicas-MIDAS
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | M.G. Penedo, M Ortega, Noelia Barreira Rodríguez, J. Novo, J. Rouco, Plácido L. Vidal |
| Application date | 06/02/2020 |
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, Plácido L. Vidal |
| Application date | 24/10/2017 |
| Approval date | 12/01/2018 |
Fully-automatic 3D intuitive visualization of Age-related Macular degeneration fluid accumulations in OCT cubes
| Authors | Emilio López-Varela, Plácido L. Vidal, Nuria Olivier Pascual, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | JOURNAL OF DIGITAL IMAGING (pages 1 to 12) |
| DOI | https://doi.org/10.1007/s10278-022-00643-6 |
Image-to-image translation with Generative Adversarial Networks via retinal masks for realistic Optical Coherence Tomography imaging of Diabetic Macular Edema disorders
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega |
| Journal | Biomedical Signal Processing and Control Vol. 79 |
| DOI | https://doi.org/10.1016/j.bspc.2022.104098 |
Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19
| Authors | Plácido L. Vidal, J. de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Journal | Expert Systems with Applications Vol. 173 (pages 114677 to 114677) |
| DOI | https://doi.org/10.1016/j.eswa.2021.114677 |
Feature definition and comprehensive analysis on the robust identification of intraretinal cystoid regions using Optical Coherence Tomography images
| Authors | J. de Moura, Plácido L. Vidal, J. Novo, J. Rouco, M G Penedo, M Ortega |
| Journal | PATTERN ANALYSIS AND APPLICATIONS (pages 1 to 15) |
Intraretinal fluid pattern characterization in Optical Coherence Tomography images
| Authors | J. de Moura, Plácido Vidal, J. Novo, J. Rouco, M.G. Penedo, M Ortega |
| Journal | Sensors Vol. 20 Num. 7 (pages 1 to 23) |
| DOI | https://doi.org/10.3390/s20072004 |
Diabetic Macular Edema characterization and visualization using Optical Coherence Tomography Images
| Authors | Plácido L. Vidal, J. de Moura, M. Díaz González, J. Novo, M. Ortega |
| Journal | Applied Sciences Vol. 10 Num. 7718 (pages 1 to 23) |
| DOI | https://doi.org/10.3390/app10217718 |
Deep convolutional approaches for the analysis of Covid-19 using chest X-Ray images from portable devices
| Authors | J. de Moura, L. Ramos, Plácido L. Vidal, M. Cruz, L. Abelairas, E. Castro, J. Novo, M. Ortega |
| Journal | IEEE Access Vol. 8 (pages 1 to 23) |
| DOI | https://doi.org/10.1109/access.2020.3033762 |
Intraretinal fluid identification via enhanced maps using Optical Coherence Tomography images
| Authors | Plácido L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega |
| Journal | Biomedical Optics Express Vol. 9 Num. 10 (pages 4730 to 4754) |
| DOI | https://doi.org/10.1364/boe.9.004730 |
Intraretinal Fluid Pattern Characterization
| Authors | Plácido L. Vidal. Joaquim de Moura. Jorge Novo. J. Rouco. Manuel G. Penedo. Marcos Ortega |
| Book |
Scholarly Community Encyclopedia Publishing: MDPI Multidisciplinary Digital Publishing Institute. ISBN: 2673-8392 |
| Pages | From 1 to 5 |
Intraretinal Fluid Map Generation in Optical Coherence Tomography Images
| Authors | Plácido L. Vidal. J. de Moura. J. Novo. M.G. Penedo. M Ortega |
| Book |
Diabetes and Retinopathy Vol. 2 Publishing: Elsevier Ltd. ISBN: 978-0-12-817438-8 |
| Pages | From 19 to 43 |
Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography images
| Authors | Plácido L. Vidal. J. de Moura. J. Novo. M.G. Penedo. M. Ortega |
| Book |
Lecture Notes in Computer Science: Computer Aided Systems Theory, Revised Selected Papers, EUROCAST 2019 Publishing: Springer. ISBN: 978-3-030-45095-3 |
| Pages | From 270 to 278 |
Pulmonary-Restricted COVID-19 Informative Visual Screening Using Chest X-ray Images from Portable Devices
International Conference on Image Analysis and Processing - ICIAP 2022
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Marcos Ortega, Jorge Novo |
| Place | Lecce (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-06427-2_6 |
Computational Radiological Screening of Patients with COVID-19 using Chest X-ray Images from Portable Devices
IV Congreso XoveTIC 2021
International
| Authors | J. de Moura, L. Ramos, Plácido L. Vidal, M. Cruz, L. Abelairas, E. Castro, J. Novo, M Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007001 |
Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International
| Authors | Plácido L. Vidal, Joaquim de Moura, M. Díaz González, Jorge Novo Buján, Marcos Ortega |
| Place | Aveiro (Portugal) |
| DOI | https://doi.org/10.1109/cbms52027.2021.00010 |
COVID-19 lung radiography segmentation by means of multiphase transfer learning
The 4th XoveTIC Conference
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo, Marcos Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007005 |
Automatic segmentation and estimation of ischemic regions in OCT angiography scans
34th IEEE CBMS International Symposium on Computer-Based Medical Systems - CBMS'21
International
| Authors | M. Díaz González, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas, Manuel G. Penedo |
| Place | Aveiro (Portugal) |
| DOI | https://doi.org/10.1109/cbms52027.2021.00009 |
Analysis of Separability of COVID-19 and Pneumonia in Chest X-Ray Images by means of Convolutional Neural Networks
XOVETIC 2020
International
| Authors | J. de Moura, L. Ramos, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Study on relevant features in COVID-19 PCR tests
XOVETIC 2020
International
| Authors | Plácido L. Vidal, Joaquim de Moura, L. Ramos, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
"Intuitive and coherent intraretinal cystoid map representation in Optical Coherence Tomography Images
17th International Conference on Computer Aided Systems Theory (Eurocast 2019)
International
| Authors | Plácido L. Vidal, Joaquim de Moura, J. Novo, M.G. Penedo, M Ortega |
| Place | Palmas de Gran Canaria, Las (España) |
Computerized tool for the identification and enhanced visualization of Macular Edema regions using OCT scans
ESANN'19. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (CORE B)
International
| Authors | Iago Otero, Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Place | Brujas (Bélgica) |
Cystoid Fluid Color Map Generation in Optical Coherence Tomography Images Using a Densely Connected Convolutional Neural Network
IJCNN'19. International Joint Conference on Neural Networks
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | International Neural Network Society |
| Place | Budapest (Hungría) |
Intraretinal fluid detection by means of a Densely Connected Convolutional Neural Network using Optical Coherence Tomography Images
XoveTIC 2019
International
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic Identification of Diabetic Macular Edema using a Transfer Learning-based Approach
XoveTIC 2019
International
| Authors | Joaquim de Moura, Plácido L. Vidal, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic tool for the detection, characterization and intuitive visualization of Macular Edema regions in OCT images
XoveTIC 2019
International
| Authors | Iago Otero, Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Fluid region analysis and identification via Optical Coherence Tomography image samples
XoveTIC 2018
Autonomous
| Authors | Plácido L. Vidal, Joaquim de Moura, Jorge Novo Buján, J. Rouco, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (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, Plácido L. Vidal, J. Novo, J. Rouco, M Ortega |
| Organization | KES International |
| Place | Marsella (Francia) |
Academic or management positions held by teacher.