Pattern Recognition and Image Analysis: First Iberian Conference, IbPRIA 2003, Puerto de Andratx, Mallorca, Spain, JUne 4-6, 2003. Proceedings

1169 Pages·2003·36.42 MB·English

by  Miguel Adan

Lecture Notes in Computer Science 2652
EditedbyG.Goos,J.Hartmanis,andJ.vanLeeuwen
3
Berlin
Heidelberg
NewYork
HongKong
London
Milan
Paris
Tokyo
Francisco Jose´ Perales
Aure´lio J. C. Campilho
Nicola´s Pe´rez de la Blanca
Alberto Sanfeliu (Eds.)
Pattern Recognition
and Image Analysis
First Iberian Conference, IbPRIA 2003
Puerto deAndratx, Mallorca, Spain, June 4-6, 2003
Proceedings
1 3
VolumeEditors
FranciscoJose´Perales
DepartmentofMathematicsandComputerScience
C/Valldemossakm7.5,PC07122,PalmadeMallorca,Spain
E-mail:[email protected]
Aure´lioJ.C.Campilho
UniversidadedoPorto,FaculdadedeEngenharia
INEB-InstitutodeEngenhariaBiome´dica
RuaDr.RobertoFrias,4200-465Porto,Portugal
E-mail:[email protected]
Nicola´sPe´rez
UniversidaddeGranada,E.T.S.Ing.Informa´tica
DepartamentodeCienciasdalaComputac´ıoneI.A.
18071Granada,Spain
E-mail:[email protected]
AlbertoSanfeliu
IRI,InstitutdeRobo`ticaiInforma`tidaIndustrial
TechnologicalParkofBarcelona,U.Building
St.LLorensiArtigas4-62ndFloor,08028Barcelona,Spain
E-mail:[email protected]
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CRSubjectClassification(1998):I..4,I.5,I.7,I.2.7,I.2.10
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Preface
IbPRIA 2003 (Iberian Conference on Pattern Recognition and Image Analysis)
was the first of a series of similar events organized every two years, by AER-
FAI(Asociaci´onEspan˜oladeReconocimentodeFormasyAn´alisisdeIm´agenes)
and APRP (Associac¸˜ao Portuguesa de Reconhecimento de Padro˜es). In 2003
it was hosted by the Universitat de les Illes Balears, Departament de Ci`encies
Matem`atiques iInforma`tica.It providesaninternationalforumfor presentation
of ongoing researchin computer vision, image analysis, pattern recognition and
speech recognition. Taking into account the new frontiers of information soci-
ety programs where images and audio are fundamental in the communication
process, new applications are also being addressed, namely videoconferencing,
motion detection, human tracking and speech applications. The response to the
callforpapersforthisconferencewasverygood.From185fullpaperssubmitted,
130 were accepted, 72 being presented as oral presentations and 58 as posters.
The review process was carried out by the ProgramCommittee, each being pa-
perassessedbyatleasttworeviewers.WearespeciallyindebtedtotheProgram
Committee and the reviewers for the effort and the high quality of the reviews,
which allowed us to prepare this book. An acknowledgement is also due to the
authorsforrespondingtoourcallandforsharingwithustheirwork,theirviews
and enthusiasm.
TheconferencebenefitedfromthecollaborationoftheinvitedspeakersProf.
J. Aggarwal from the Computer & Vision Research Center University of Texas
atAustin(USA),Prof.L.I.KunchevafromtheSchoolofInformatics,University
of Wale at Bangor (UK), and Prof. A. Zisserman, Department of Engineering
Science,UniversityofOxford(UK).We alsowouldliketo expressto the invited
speakers our sincere gratitude.
We are very grateful to all the members of the organizing committee. Their
intensive work allowed a smooth organizationof the conference and of this pro-
ceedings.Finally,weareverypleasedtowelcomeallthe delegateswhoattended
in the conference.For those did not attend, we hope this book provides a broad
but detailed view of the research presented during the conference. Looking for-
ward to meeting you at the next IbPRIA conference, in Portugal, 2005.
June 2003 F.J. Perales and A.J.C. Campilho
Organization
IbPRIA2003wasorganizedbyAERFAI(SpanishAssociationforPatternRecog-
nition and Image Analysis) and APRP (Associac¸˜ao Portuguesa de Reconheci-
mento de Padro˜es), and, as the local organizer of this edition, the department
of Mathematics and Computer Science, Universitat de les Illes Balears (UIB).
General Conference Co-chairs: F.J.PeralesL´opez,ComputerGraphicsandVi-
sion Group, Mathematics and Computer Sci-
ence Department, UIB (Spain)
Aurelio J.C.Campilho,INEB,Instituto de En-
genharia Biom´edica, Faculdade de Engenharia
Universidade do Porto (Portugal)
Organizing Chairs: A. Amengual, J.M. Buades, G. Fontanet,
M. Gonz´alez, A. Igelmo, A. Juanico,
C.S. Manresa, R. Mas, M. Mascar´o Portells,
A. Mir, G. Oliver, A. Ortiz, P. Palmer (UIB,
Spain), J. Marti (U. Girona, Spain), F. Pla
(U. Jaime I, Spain)
Organization VII
Program Committee
Aggarwal,J.K. University of Texas, USA
A´lvarez, L.M. University Las Palmas de GC, Spain
Arau´jo, H. University of Coimbra, Portugal
Ayache, A. IRIT-ENSEEIHT, Toulouse, France
Bioucas, J. Tech. University of Lisbon, Portugal
Bunke, H. University of Berne, Switzerland
Campilho, A.J.C. Universidade do Porto, Portugal
Casacuberta, F. Polytechnical University of Valencia, Spain
Del Bimbo, A. University di Firenze, Italy
Deriche, R. INRIA, France
Figueiredo, M. Technical University of Lisbon
ter Har Romeny, B. University of Utrecht, The Netherlands
Kamel, M. University of Waterloo, Ontario, Canada
Katsaggelos,A. Northwestern University, USA
Kittler, J. University of Surrey, UK
Maravall, D. Polytechnical University of Madrid, Spain
Medioni, G. University of Southern California, USA
Ney, H. RWTH Aachen, Germany
Oja, E. Helsinki University of Technology, Finland
Padilha, A.J. Universidade do Porto, Portugal
Perales, F.J. Universitat de les Illes Balears,Spain
P´erez de la Blanca, N. University of Granada, Spain
Petrou, M. University of Surrey, UK
Pla, F. University of Jaime I, Spain
Pr´ıncipe, J.C. University of Florida, USA
Reid, I. Oxford University, UK
Sanfeliu, A. Polytechnical University of Catalunya, Spain
Shirai, Y. Osaka University, Japan
Smeulders, A. University of Amsterdam, The Netherlands
Triggs, B. INRIA Rhˆone-Alpes, France
Trucco, E. Heriot-Watt University, UK
Verri, A. Universita di Genova, Italy
Vidal, E. Polytechnical University of Valencia, Spain
Viergever, M. University of Utrecht, The Netherlands
Villanueva, J.J. Universitat Auto`noma de Barcelona, Spain
Zisserman, A. Oxford University, UK
VIII Organization
Reviewers
Aba´solo, M.J. Universitat de les Illes Balears,Spain
Alves, J. APRP, Portugal
Baldrich, R. Univ. Auto`noma de Barcelona-CVC,Spain
Barbosa, J. FEUP, Portugal
Baumela, L. AERFAI, Spain
Benedi, J.M. AERFAI, Spain
Corte, L. APRP, Portugal
El-Sakka, M. University of Western Ontario, Canada
Garrido, A. University of Granada, Spain
Gonz´alez, M. Universitat de les Illes Balears,Spain
Gonz´alez, Y. Universitat de les Illes Balears,Spain
Igelmo, A. Universitat de les Illes Balears,Spain
Juan, A Polytechnical University of Valencia, Spain
L´opez, M.A. University of Jaime I, Spain
Mart´ı, E. Univ. Auto`noma de Barcelona-CVC,Spain
Mart´ı, J. University of Girona, Spain
Mas, R. Universitat de les Illes Balears,Spain
Mendonc¸a, A. APRP, Portugal
Monteiro, J. APRP, Portugal
Oliver, G. Universitat de les Illes Balears,Spain
Otazu, X. Univ. Auto`noma de Barcelona-CVC,Spain
Peinado, A.M. University of Granada, Spain
Pimenta, A. APRP, Portugal
Pina, P. CVRM/IST, Portugal
Pinho, A. APRP, Portugal
Radeva, P. Univ. Auto`noma de Barcelona-CVC,Spain
Roca, X. Univ. Auto`noma de Barcelona-CVC,Spain
Rubio, A.J. University of Granada, Spain
Salvador, J. APRP, Portugal
Sanchiz, J.M. University of Jaime I, Spain
Segura, J.C. University of Granada, Spain
Sequeira, J. APRP, Portugal
Serrat, J. Univ. Auto`noma de Barcelona-CVC,Spain
Sotoca, J.M. University of Jaime I, Spain
Sousa, B. APRP, Portugal
Traver,V.J. University of Jaime I, Spain
Vanrell, M. Univ. Auto`noma de Barcelona-CVC,Spain
Varona, X. Univ. Auto`noma de Barcelona-CVC,Spain
Velhote, M. FEUP, Portugal
Organization IX
Sponsoring Institutions
MCyT (Ministerio de Ciencia y Tecnolog´ıa,Spanish Goverment),
TIC2002-10616-E
MathematicsandComputerScienceDepartment,UniversitatdelesIllesBalears
(UIB)
IAPR (International Association for Pattern Recognition)
Conselleria d’Innovacio´ i Energia (Govern de les Illes Balears)
European Union (Human Potential Programme)
Table of Contents
First Iberian Conference on Pattern Recognition and Image Analysis
IbPRIA’2003
Solids Characterization Using Modeling Wave Structures ....................1
Miguel Adan and Antonio Adan
A Probabilistic Model for the Cooperative Modular Neural Network ........11
Lu´ıs A. Alexandre, Aur´elio Campilho, and Mohamed Kamel
Robust Learning Algorithm for the Mixture of Experts .....................19
H´ector Allende, Romina Torres, Rodrigo Salas, and Claudio Moraga
A Robust and Effective Learning Algorithm
for Feedforward Neural Networks Based on the Influence Function .........28
H´ector Allende, Rodrigo Salas, and Claudio Moraga
Regularization of 3D Cylindrical Surfaces ..................................37
Luis Alvarez, Carmelo Cuenca, and Javier Sa´nchez
Non-rigid Registration of Vessel Structures in IVUS Images ................45
Jaume Amores and Petia Radeva
Underwater Cable Tracking by Visual Feedback ............................53
Javier Antich and Alberto Ortiz
A Hierarchical Clustering Strategy and Its Application
to Proteomic Interaction Data .............................................62
Vicente Arnau and Ignacio Mar´ın
A New Optimal Classifier Architecture
to Aviod the Dimensionality Curse .........................................70
Paul M. Baggenstoss
Learning from Imbalanced Sets through Resampling and Weighting ........80
R. Barandela, J.S. Sa´nchez, V. Garc´ıa, and F.J. Ferri
MorphologicalRecognition of Olive Grove Patterns ........................89
Teresa Barata and Pedro Pina
Combining Multi-variate Statistics and Dempster-Shafer Theory
for Edge Detection in Multi-channel SAR Images ..........................97
D. Borghys and C. Perneel
High-Level Clothes Description Based on Colour-Texture
and Structural Features ...................................................108
Agn´es Borra`s, Francesc Tous, Josep Llado´s, and Maria Vanrell