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
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
Subject and involved studies Total hours
Expert Systems
Computer Engineering
15
Expert Systems
Master's in Computer Systems Engineering
30
Knowledge Engineering
Computer Engineering
45
Knowledge Engineering
Master's in Computer Systems Engineering
10

Defined tutoring by teacher for 2015/2016 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
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
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 Thursday
17:00 a 19:00
Edificio Área Científica, despacho 3.09

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

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.

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

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 CONSELLERIA 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

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

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)

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)

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)

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)

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)

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)

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

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)

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
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
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

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)

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)