PhD Jorge Novo Buján  

(AXU-DR)

Department Computer Science
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).
Keywords computer vision, image processing, pattern recognition, biomedical image processing, machine learning
Contacto UDC directory
Orcid id0000-0002-0125-3064 ResearcherIDN-3366-2014 Scopus24475358600

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
Analysis of biomedical images
Master in Bioinformatics for Health Sciences
14
Computer Vision
Degree in Computer Engineering
2
Degree Thesis Project
Computer Engineering
4
Human Machine Interfaces
Degree in Computer Engineering
20
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
39
Theoretical Computer Science
Degree in Computer Engineering
42
Subject and involved studies Total hours
Analysis of biomedical images
Master in Bioinformatics for Health Sciences
22
Computer Vision
Degree in Computer Engineering
14
Final Project. Mention in Software Engineering
Degree in Computer Engineering
2.7
Human Machine Interfaces
Degree in Computer Engineering
108
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
69
Theoretical Computer Science
Degree in Computer Engineering
28
Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
30
Human Machine Interfaces
Degree in Computer Engineering
71
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
67
Information Systems Analysis
Master's in Computer Engineering
32
Information Systems Analysis and Development
Degree in Computer Engineering
32
Programming II
Degree in Computer Engineering
35
Theoretical Computer Science
Degree in Computer Engineering
42
Subject and involved studies Total hours
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
110
Final Project. Mention in Computer Science
Degree in Computer Engineering
5
Final Project. Mention in Software Engineering
Degree in Computer Engineering
13
Human Machine Interfaces
Degree in Computer Engineering
15
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
17
Subject and involved studies Total hours
Automata Theory and Formal Languages
Computer Engineering
41
Object Oriented Programming
Computer Engineering
Information Systems Technician
Management Software Technician
19

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Tuesday
11:00 a 13:00
Edificio Área Científica, despacho 3.09
1st quarter Wednesday
17:30 a 19:30
Edificio Área Científica, despacho 3.09
1st quarter Thursday
11:00 a 13:00
Edificio Área Científica, despacho 3.09
2nd quarter Tuesday
11:00 a 13:00
Edificio Área Científica, despacho 3.09
2nd quarter Wednesday
11:00 a 13:00
Edificio Área Científica, despacho 3.09
2nd quarter Wednesday
17:30 a 19:30
Edificio Área Científica, despacho 3.09

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
Web application for the creation of density maps of photorreceptors in OCT images
Cystoid zone extraction in OCT images of the eye fundus
Identification of blood vessel in OCT images of eye fundus.
Integration of high level functionalities in a platform of smart video management
Platform for CT image management in lung cancer analysis
Web Application for human behavior analysis in crowded scenes

Research results

Select merit type and year to query research merits.

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

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

IDENTIFICACION Y CARACTERIZACION DEL EDEMA MACULAR DIABETICO MEDIANTE ANALISIS AUTOMATICO DE TOMOGRAFIAS DE COHERENCIA OPTICA Y TECNICAS DE APRENDIZAJE MAQUINA

Funding entity Ministerio de Economía y Competitividad
Main researches Manuel González Penedo; Noelia Barreira
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2019

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

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

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

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

Optimización evolutiva de procesos emergentes modelados con técnicas de vida artificial

Funding entity Ministerio de Economía y Competitividad
Main researches José Santos Reyes
Type Proyecto Programas Nacionales
Dates From 01/01/2012 to 31/12/2012

Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia, modalidad de agrupaciones estratégicas

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Bertha Guijarro Berdiñas
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 31/12/2013

Rede IEMath-Galicia (Programa de Consolidación y estructuración de unidades de investigación competitivas).

Funding entity Xunta de Galicia
Main researches Juan José Nieto Roig
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 30/11/2013

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

Consolidación e estruturación de grupos de investigación: "Artificial Vision Group and Pattern Recognition. VARPA "

Funding entity Dirección Xeral de Investigación, Desenvolvemento e Innovación
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2009 to 16/12/2009

Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia, modalidad de agrupaciones estratégicas

Funding entity Xunta de Galicia.
Main researches Victor Manuel Gulías Fernández
Type Proyecto Programas Autonomicos
Dates From 01/01/2008 to 31/12/2010

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

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

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, José Rouco Maseda, Jorge Novo Buján, David Calvo Romero, Beatriz Remeseiro López
Application date 27/10/2009
Approval date 27/10/2009

On the automatic normalization of plaque regions in ultrasound images of the carotid

Authors J. Rouco, J. Novo, A. Campilho
Journal Lecture Notes in Computer Science Vol. 8814 (pages 177 to 184)

Automatic classification of the interferential tear film lipid layer using colour texture analysis

Authors Beatriz Remeseiro López, Marta Penas Centeno, Noelia Barreira Rodríguez, Antonio Mosquera González, Jorge Novo Buján, Carlos García Resua
Journal COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE Vol. 111 Num. 1 (pages 93 to 103)
DOI https://doi.org/10.1016/j.cmpb.2013.04.007

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

Multiobjective differential evolution in the optimization of topological active models

Authors Jorge Novo, José Santos Reyes, M G Penedo
Journal Applied Soft Computing Vol. 13 (pages 3167 to 3177)
DOI https://doi.org/10.1016/j.asoc.2012.12.010

Topological Active Volume 3D Segmentation Model Optimized with Genetic Approaches

Authors J. Novo, N. Barreira, M G Penedo, José Santos Reyes
Journal NATURAL COMPUTING Vol. 11 (pages 161 to 174)
DOI https://doi.org/10.1007/s11047-011-9275-8

Topological active models optimization with differential evolution

Authors Jorge Novo, José Santos Reyes, M G Penedo
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 35 Num. 15 (pages 12165 to 12176)
DOI https://doi.org/10.1016/j.eswa.2012.04.087

Statistical comparison of classifiers applied to the interferential tear film lipid layer automatic classification

Authors Bea Remeseiro, Marta Penas Centeno, A. Mosquera, J. Novo, M G Penedo, E. Yebra-Pimentel
Journal COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE Vol. 2012 (pages 1 to 10)
DOI https://doi.org/10.1155/2012/207315

Automatic Localisation of Landmark Points in CMR Images using a Cyclic Motion Mask

Authors J. Novo, R. Merrifield, L. Wang, G.Z. Yang
Journal Journal of Cardiovascular Magnetic Resonance Vol. 14 Num. 1
DOI https://doi.org/10.1186/1532-429x-14-s1-t9

Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation

Authors C. de La Vega, J. Novo, J. Santos, M G Penedo
Journal Frontiers in Artificial Intelligence and Applications Vol. 243 (pages 1380 to 1389)

Optimization of Topological Active Nets with Differential Evolution

Authors Jorge Novo Buján, José Santos Reyes, M G Penedo
Journal Lecture Notes in Computer Science Vol. 6593 (pages 350 to 360)

Differential Evolution Optimization of 3D Topological Active Volumes

Authors J. Novo, José Santos Reyes, M G Penedo
Journal Lecture Notes in Computer Science Vol. 6691 (pages 282 to 290)
DOI https://doi.org/10.1007/978-3-642-21501-8_35

Evolutionary Multiobjective Optimization of Topological Active Nets

Authors Jorge Novo Buján, M G Penedo, José Santos Reyes
Journal PATTERN RECOGNITION LETTERS Vol. 31 Num. 13 (pages 1781 to 1794)

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)

Genetic Approaches for the Automatic Division of Topological Active Volumes

Authors Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, José Santos Reyes
Journal Lecture Notes in Computer Science Vol. 5602 (pages 20 to 29)

Localisation of the Optic Disc by Means of GA-Optimised Topological Active Nets

Authors Jorge Novo Buján, M G Penedo, José Santos Reyes
Journal IMAGE AND VISION COMPUTING Vol. 27 (pages 1572 to 1584)

Vascular landmark detection in retinal images

Authors Marcos Ortega Hortas, José Rouco Maseda, Jorge Novo Buján, M G Penedo
Journal Lecture Notes in Computer Science Vol. 5717 (pages 211 to 217)

Optic Disc Segmentation by Means of GA-Optimized Topological Active Nets

Authors Jorge Novo Buján, M G Penedo, José Santos Reyes
Journal Lecture Notes in Computer Science Vol. 5112 (pages 807 to 816)

Using evolved artificial neural networks for providing an emergent segmentation with an active net model

Authors Jorge Novo. Cristina V. Sierra. José Santos Reyes. Manuel González Penedo
Book Recent Advances in Knowledge - Based Paradigms and Applications - Advances in Intelligent Systems and Computing
Vol. 234 Publishing: Springer - Verlag.
ISBN: 9783319016481
Pages From 57 to 72

Emergent Image Segmentation by Means of Evolved Connectionist Models and Using a Topological Active Net Model

Authors Jorge Novo. Cristina V. Sierra. José Santos Reyes. Manuel González Penedo
Book Agents and Artificial Intelligence
Vol. 449 Publishing: springer verlag.
ISBN: 978-3-662-44439
Pages From 1 to 113

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

Preventing diabetic retinopathy: red lesions detection in early stages

Authors Cástor Mariño Pérez. Jorge Novo Buján. Noelia Barreira Rodríguez. Manuel González Penedo
Book Diabetic Retinopathy
Publishing: InTech.
ISBN: 978-953-51-0044-7
Pages From 249 to 270

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

Authors J. Novo, A. Hermida, M Ortega, N. Barreira, M G Penedo, J.E. López, Carlos Calvo Gómez
Place Puerto de la Cruz (España)
DOI https://doi.org/10.1007/978-3-319-39687-3_27

A virtual bench to explain geometric optics using Matlab Guide Environment
EDULEARN'16, 8th annual International Conference on Education and New Learning Technologies
International

Authors A.I. Gómez-Varela, F.S. Vara, N. Barreira, M Ortega, J. Novo, M G Penedo, M.T. Flores-Arias, C. Bao-Varela
Place Barcelona (España)

Emergent segmentation of topological active nets by means of evolutionary obtained artificial neural networks
International Conference on Agents and Artificial Intelligence (ICAART'13)
International

Authors C. V. Sierra, J. Novo, J. Santos, M G Penedo
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Barcelona (España)

Using evolutionary Multiobjective Optimization for deformable models in image segmentation
International Conference on Medical Imaging using Bio-inspired and Soft Computing (MIBISOC 2013)
International

Authors J. Novo, J. Santos, M G Penedo
Organization European Centre for Soft Computing
Place Bruselas (Bélgica)

Cost Function Selection for a Graph-based Segmentation in OCT Retinal Images.
International Conference On Computer Aided Systems Theory. Eurocast 2013
International

Authors A. González, M G Penedo, S. G. Vazquez, J. Novo, P. Charlón
Organization Universidad de Las Palmas de Gran Canaria (ULPGC)
Place Palmas de Gran Canaria, Las (España)

Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES'12)
International

Authors Cristina V. Sierra, J. Novo, J. Santos, M G Penedo
Organization KES International
Place Donostia-San Sebastián (España)

Multiobjective optimization of the 3D Topological Active Volume segmentation model
International Conference on Agents and Artificial Intelligence (ICAART'11)
International

Authors J. Novo, M G Penedo, José Santos Reyes
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Roma (Italia)

Color video segmentation by dissimilarity based on edges
5th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010)
International

Authors Lucía Ramos García, Jorge Novo Buján, José Rouco Maseda, Antonio Mosquera González, M G Penedo
Place España

Optimization of Topological Active Models with Multiobjective Evolutionary Algorithms
ICPR 2010 - 20th International Conference on Pattern Recognition
International

Authors Jorge Novo Buján, José Santos Reyes, M G Penedo, Alba Fernández Arias
Place Estambul (Turquía)

Topological Active Volumes Optimization with Genetic Approaches
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International

Authors Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, José Santos Reyes
Place Salamanca (España)