Usuario:Ion.marques

Ion Marqués

• Contact: ion.marques_at_ehu.es
• Postal address:

Att: Ion Marqués

Grupo de Inteligencia Computacional

Facultad de Informática

Universidad del País Vasco (UPV/EHU)

Paseo Manuel Lardizabal 1, 20018 Donostia-San Sebastián (Spain)

Studies

• Engineer in Computer Science (June 2010) - Universidad del País Vasco (UPV/EHU)
• Masters Degree in Computational Engineering and Intelligent Systems (2010-2011) - Universidad del País Vasco (UPV/EHU)

• Currently:

PhD Student in the Computational Intelligence Group of the Computer Science and Artificial Intelligence Department - Universidad del País Vasco (UPV/EHU).

Working experience / Grants

• January 2011 - ongoing: Beca predoctoral / Predoctoral fellowship granted by

Gobierno Vasco / Basque Government.

• August 2010 - December 2010: Personal Investigador Contratado / Hired researcher at

Universidad del País Vasco (UPV/EHU), Computational Intelligence Group.

Project: University-industry. Study of the state of the art in biometric recognition.

• July 2008 - October 2008: IT technician and database administrator at

Festival de San Sebastián International Film Festival.

• July 2007 - September 2007: Prácticas en empresa / Internship:

Festival de San Sebastián International Film Festival - UPV/EHU.

IT technician, database administration.

Publications

2012

• Ion Marqués, Manuel Graña.

"Image security and biometrics: A review."

Proceedings of the HAIS 2012, Salamanca, Spain. March 28-30, 2012.

Lecture Notes in Computer Science

2011

• Ion Marques, Manuel Graña

"Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines."

ELM'2011, Hangzhou, China. December 6-8, 2011.

Soft Computing (accepted) ELM'2011 special issue, DOI 10.1007/s00500-012-0826-4

JCR (2010) 1.512

• Ion Marqués, Manuel Graña.

"Experiments on Lattice Independent Component Analysis for Face Recognition." Slides

Proceedings of the IWINAC 2011, La Palma, Spain. May 30-June 3, 2011.

Lecture Notes in Computer Science, 2011, vol. 6678, pp.286-294, DOI: 10.1007/978-3-642-21326-7.

J. Ferrández, J. Álvarez Sánchez, F. de la Paz and F. Toledo (eds)

ISBN 978-3-642-21325-0

2010

• Ion Marqués, Manuel Graña

"Face processing for security: a short review." Slides

Proceedings of the CISIS 2010, León, Spain, November 11-12, 2010.

Advances in Intelligent and Soft Computing, 2010, vol. 85, pp. 89-96, DOI 10.1007/978-3-642-16626-6_10

Herrero, Á.; Corchado, E.; Redondo, C.; Alonso, Á. (eds)

ISBN: 978-3-642-16625-9

Conferences

• Session chair at International Symposium on Extreme Learning Machines (ELM'2011), Hangzhou, China.

Research Areas

• Face recognition
• Hyperspectral imaging
• Lattice computing
• Extreme Learning Machines

Bookmarks

General

IEEE Xplore

SpringerLink

ScienceDirect

WikiCFP : Call For Papers of Conferences, Workshops and Journals

ISI Web of Knowledge - EHU institutional login

Ranked Outlets - Australian Research Council (ARC)

DBLP Bibliography

Teseo

Biblioteka EHU - Recursos temáticos en Internet

Software

Scilab

SIVC (image processing tool) for Scilab

Phatch - Photo Batch Processor

Estado burocrático de la tesis

Director: Manuel Graña

Terminado Máster en Ingeniería Computacional y Sistemas Inteligentes. A la espera de completar el papeleo posterior.

2011: Beca del Gobierno Vasco.

Ago-Dic 2010: Contrato PIC.

Code (Matlab)

Feature Extraction

PCA, 2DPCA, 2D2PCA, B2DPCA, kernel-PCA.

LDA with PCA, 2DPCA, 2D2PCA, B2DPCA or kernel-PCA preprocess.

PCA, ICAs, LDA and LICA.

Classifiers

ELM, ELM with ridge regression, kernel-ELM and 1-NN.

Informes internos

Multi/Hyperspectral face image DB examples. Presentation

Proyecto Fin de Carrera

Instrucciones plantilla LyX Proyecto Fin de Carrera

Face detection in Scilab/OpenCV - slides

Extreme Learning Machines (ELM) basics - slides

Materiales del Máster

Instrucciones y código Weka

Terminología estadística en Weka

Pending tasks

Tema	Objetivo
LICA feature fusion for FR	journal
QL + RF (Borja)	journal
ELM ensemble for piecewise FR
Curvelet/wavelet transforms for FR

Groupware.