Usuario:Ion.marques

Revisión del 05:14 16 nov 2012 de Ion.marques (Discusión | contribuciones) (Code (Matlab))


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

  • 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

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.
"Fusion of lattice independent and linear features improving face identification."
Neurocomputing (accepted) "Special Issue: IWINAC 2011"
JCR (2011) 1.580


  • Ion Marqués, Manuel Graña.
"Image security and biometrics: A review." Slides
Proceedings of the HAIS 2012, Salamanca, Spain. March 28-30, 2012.
LNCS, 2012, vol. 7209, part II, pp. 436-447, Doi


  • Ion Marques, Manuel Graña
"Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines." Slides
Soft Computing, Vol. 16, Num. 9 (2012), pp.1525-1537,Doi
"Special Issue on Extreme Learning Machines (ELM'2011) Hangzhou, China, December 6 – 8, 2011".
JCR (2011) 1.880

2011

  • 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.
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
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
IEEE Xplore - NTU login
SpringerLink
SpringerLink - NTU login
ScienceDirect
ScienceDirect - NTU login
WikiCFP : Call For Papers of Conferences, Workshops and Journals
ISI Web of Knowledge - UPV/EHU login
ISI Web of Knowledge - NTU login
Ranked Outlets - Australian Research Council (ARC)
DBLP Bibliography
Teseo
Biblioteka EHU - Recursos temáticos en Internet
ISI Web of Knowledge - Nanyang Technological University login

Software

Scilab
SIVC (image processing tool) for Scilab
Phatch - Photo Batch Processor


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.
Endmember Induction Algorithms

Classifiers

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

Revistas objetivo

(de menor a mayor factor de impacto)

Pattern Recognition Letters 1.235(2010) 1.034(2011)
Information Fusion 1.621 (2010) 1.467(2011)
Neurocomputing 1.442 (2010) 1.580(2011)
Machine Learning 1.967(2010) 1.587(2011)
Image and Vision Computing 1.578 (2010) 1.723(2011)
Soft Computing 1.512(2010) 1.880(2011)
Pattern Recognition 2.682(2010) 2.292(2011)
Computer Vision and Image Understanding 2.534 (2010) 2.485 (2011)
Information Sciences 2.836(2010) 2.833(2011)
...

Informes internos

GIC "Random Forest and Classifier Ensembles" Seminar
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
ELM'2011 informe breve

Estado burocrático de la tesis

Director: Manuel Graña
Terminado Máster en Ingeniería Computacional y Sistemas Inteligentes. A la espera de completar el papeleo posterior.
2011-12: Beca del Gobierno Vasco.
Ago-Dic 2010: Contrato PIC.

Pending tasks

Tema Objetivo Estado
LICA feature fusion for FR journal publicado
QL + RF (Borja) journal aceptado
ELM ensemble for piecewise FR on hold
Curvelet/wavelet transforms for FR on hold
Boosted/Ensembled xxx-ELM journal here

Groupware.