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Tables of Contents for Pattern Recognition and Image Analysis
Chapter/Section Title
Page #
Page Count
First Iberian Conference on Pattern Recognition and Image Analysis IbPRIA '2003
Solids Characterization Using Modeling Wave Structures
1
10
Miguel Adan and Antonio Adan
A Probabilistic Model for the Cooperative Modular Neural Network
11
8
Luis A. Alexandre, Aurélio Campilho, and Mohamed Kamel
Robust Learning Algorithm for the Mixture of Experts
19
9
Héctor Allende, Romirra Torres, Rodrigo Salas, and Claudio Moraga
A Robust and Effective Learning Algorithm for Feedforward Neural Networks Based on the Influence Function
28
9
Héctor Allende, Rodrigo Salas, and Claudio Moraga
Regularization of 3D Cylindrical Surfaces
37
8
Luis Alvarez, Carmelo Cuenca, and Javier Sánchez
Non-rigid Registration of Vessel Structures in IVUS Images
45
8
Jaurne Amores and Petia Radeva
Underwater Cable Tracking by Visual Feedback
53
9
Javier Antich and Alberto Ortiz
A Hierarchical Clustering Strategy and Its Application to Proteomic Interaction Data
62
8
Vicente Arnau and Ignacio Marin
A New Optimal Classifier Architecture to Avoid the Dimensionality Curse
70
10
Paul M. Baggenstoss
Learning from Imbalanced Sets through Resampling and Weighting
80
9
R. Barandele, J.S. Sánchez, V. Garcia, and F.J. Ferri
Morphological Recognition of Olive Grove Patterns
89
8
Teresa Barata and Pedro Pina
Combining Multi-variate Statistics and Dempster-Shafer Theory for Edge Detection in Multi-channel SAR Images
97
11
D. Borgkys and C. Perneel
High-Level Clothes Description Based on Colour-Texture and Structural Features
108
9
Agnés Borràs, Francesc Tous, Josep Lladós, and Maria Vanrell
A New Method for Detection and Initial Pose Estimation Based on Mumford-Shah Segmentation Functional
117
9
Jose Maria Buades Rubio, Manuel González Hidalgo, and Francisco José Perales López
Tracking Heads Using Piecewise Planar Models
126
8
José M Buenaposada, Enrique Muñoz, and Luis Baumela
Support Vector Machines for Crop Classification Using Hyperspectral Data
134
8
G. Camps- Valls, L. Gómez-Chova, J. Calpe-Maravilla, E. Soria-Olivas, J.D. Martin-Guerrero, and J. Moreno
Vehicle License Plate Segmentation in Natural Images
142
8
Javier Cano and Juan-Carlos Pérez-Cortés
High-Accuracy Localization of an Underwater Robot in a Structured Environment Using Computer Vision
150
8
Marc Carreras, Pere Ridao, Joan Batlle, and David Ribas
Determine the Composition of Honeybee Pollen by Texture Classification
158
10
Pilar Carrión, Eva Cernadas, Juan F. Gálvez, and Emilia Diaz-Losada
Automatic Word Codification for the RECONTRA Connectionist Translator
168
8
Gustavo A. Casan and M. Asunción Castaño
The ENCARA System for Face Detection and Normalization
176
8
M. Castrillón, O. Déniz, and M. Hernández
Prediction and Discrimination of Pharmacological Activity by Using Artificial Neural Networks
184
9
M.J. Castro, W. Diaz, P. Aibar, and J.L. Dominguez
A Spatiotemporal Filtering Approach to Motion Segmentation
193
11
Jesús Chamorro-Martinez, J. Fdez-Valdivia, and Javier Martinez-Baena
Annotated Image Retrieval System Based on Concepts and Visual Property
204
8
Junho Choi, Miyoung Cho, Mijin Yoon, Kyungsu Kim, and Pankoo Kim
Multimodal Attention System for an Interactive Robot
212
9
Oscar Deniz, Modesto Castrillón, Javier Lorenzo, Mario Hernández, and Juan Méndez
New Wavelet-Based Invariant Shape Representation Functions
221
8
Ibrahim El Rube, Maher Ahmed, and Mohamed Kamel
A Feature Selection Wrapper for Mixtures
229
9
Mário A.T. Figueiredo, Anil K. Jain, and Martin H. Law
Tracking People for Automatic Surveillance Applications
238
8
Luis M. Fuentes and Sergio A. Velastin
A User Authentication Technic Using a Web Interaction Monitoring System
246
9
Hugo Gamboa and Ana Fred
Recovering Camera Motion in a Sequence of Underwater Images through Mosaicking
255
8
Rafael Garcia, Xevi Gufi, and Viorela Ila
Best Achievable Compression Ratio for Lossy Image Coding
263
8
Jose A. Garcia, Joaquin Fdez-Valdivia, Rosa Rodriguez-Sánchez, and Jose R. Fdez- Vidai
Performance and Improvements of a Language Model Based on Stochastic Context-Free Grammars
271
8
José Garcia-Hernandez, Joan Andreu Sánchez, and José Miguel Benedi
Segmentation of Curvilinear Objects Using a Watershed-Based Curve Adjacency Graph
279
8
Thierry Géraud
Automatic Keyframing of Human Actions for Computer Animation
287
10
Jordi Gonzalez, Javier Varona, F.Xavier Roca, and Juan José Villanueva
Robust Line Matching and Estimate of Homographies Simultaneously
297
11
José J. Guerrero and Carlos Sagüés
Modeling High-Order Dependencies in Local Appearance Models
308
9
David Guillamet, Baback Moghaddam, and Jordi Vitrià
An Experimental Evaluation of K-nn for Linear Transforms of Positive Data
317
9
David Gillamet and Jordi Vitrià
Wavelet Packet Image Coder Using Coefficients Partitioning for Remote Sensing Images
326
10
Su- Young Han and Seong- Yuri Cho
Generation and Use of Synthetic Training Data in Cursive Handwriting Recognition
336
10
Muriel Helmers and Horst Bunke
Video-Sensor for Detection and Tracking of Moving Objects
346
8
Elias Herrero, C. Orrite, A. Aicolea, A. Roy, José J. Guerrero, and Carlos Sagüés
Estimation of Anti-bacterial Culture Activity from Digital Images
354
6
José Jasnau Caeiro and Armando Ventura
Robust Extraction of Vertices in Range Images by Constraining the Hough Transform
360
10
Dimitrios Katsouias
Comparison of Log-linear Models and Weighted Dissimilarity Measures
370
8
Daniel Keysers, Roberto Paredes, Enrique Vidal, and Hermann Ney
Motion Segmentation Using Distributed Genetic Algorithms
378
8
Eun Yi Kim and Se Hyun Park
Supervised Locally Linear Embedding Algorithm for Pattern Recognition
386
9
Olga Kouropteva, Oleg Okun, and Matti Pietikäinen
Hash-Like Fractal Image Compression with Linear Execution Time
395
8
Kostadin Koroutchev and José R. Dorronsoro
Learning of Stochastic Context-Free Grammars by Means of Estimation Algorithms and Initial Treebank Grammars
403
8
Diego Linares, Joan-Andreu Sánchez, José-Miguel Benedi, and Francisco Torres
Computer-Aided Prostate Cancer Detection in Ultrasonographic Images
411
9
Rafael Llobet, Alejandro H. Toselii, Juan C. Perez-Cortes, and Alfons Juan
Ultrasound to Magnetic Resonance Volume Registration for Brain Sinking Measurement
420
8
David Lloret, Joan Serrat, Antonio M. López, and Juan J. Villanueva
Segmentation of Range Images in a Quadtree
428
9
Robert E. Loke and Hans du Buf
Associative Memory for Early Detection of Breast Cancer
437
8
Francisco J. López Aligné, Isabel Acevedo, Carlos Ga Orellana, Miguel Maclas, and Horacio G. Velasco
Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior
445
8
Antonio López, Rafael Molina, and Aggelos K. Katsaggelos
Reducing Training Sets by NCN-based Exploratory Procedures
453
9
M. Lozano, José S. Sánchez, and Filiberto Pla
Probabilistic Observation Models for Tracking Based on Optical Flow
462
8
Manuel J. Lucena, José M. Fuertes, Nicolas Perez de la Blanca, Antonio Garrido, and Nicolás Ruiz
Simplified Texture Unit: A New Descriptor of the Local Texture in Gray-Level Images
470
8
Francisco J. Madrid-Cuevas, R. Medina Carnicer, M. Prieto Villegas, N.L. Fernández Garcia, and A. Carmona Poyato
Active Region Segmentation of Mammographic Masses Based on Texture, Contour and Shape Features
478
8
Joan Marti, Jordi Freixenet, Xavier Muñoz, and Arnau Oliver
Refining 3D Recovering by Carving through View Interpolation and Stereovision
486
8
Enric Martin, Joan Aranda, and Antonio Martinez
Chromosome Classification Using Continuous Hidden Markov Models
494
8
César Martinez, Héctor Garcia, Alfons Juan, and Francisco Casacuberta
Generalized k-Medians Clustering for Strings
502
8
Carlos D. Martinez-Hinarejos, Alfons Juan, and Francisco Casacuberta
A Quadtree-Based Unsupervised Segmentation Algorithm for Fruit Visual Inspection
510
8
Adolfo Martinez Usó
Shape Deformation Models Using Non-uniform Objects in Multimedia Applications
518
12
Miquel Mascaró Portells, Arnou Mir, and Francisco Perales
An Experimental Comparison of Dimensionality Reduction for Face Verification Methods
530
8
David Masip and Jordi Vitrià
Bayesian Image Estimation from an Incomplete Set of Blurred, Undersampled Low Resolution Images
538
9
Javier Mateos, Miguel Vega, Rafael Molina, and Aggelos K. Katsaggelos
A Procedure for Biological Sensitive Pattern Matching in Protein Sequences
547
9
Juan Méndez, Antonio Falcón, and Javier Lorenzo
An Algebra for the Treatment of Multivalued Information Systems
556
8
Margaret Miró-Julià and Gabriel Fiol-Roig
Adaptive Learning for String Classification
564
8
Ramón A. Mollinerla, Enrique Vidal, and Carlos Martinez-Hinarejos
Multiple Segmentation of Moving Objects by Quasi-simultaneous Parametric Motion Estimation
572
8
Raúl Montoliu and Filiberto Pla
Fusion of Color and Shape for Object Tracking under Varying Illumination
580
9
Francesc Moreno-Noguer, Juan Andrade-Cetto, and Alberto Sanfeliu
Extending Fast Nearest Neighbour Search Algorithms for Approximate k-NN Classification
589
9
Francisco Moreno-Seco, Luisa Micó, and Jose Oncina
ART-VENA; Retinal Vaseular Caliber Measurement
598
8
Antonio Mosquera, Raquel Dosil, Victor Leborán, Fernando Pardo, Francisco Gómez- Ulla, Bashir Hayik, Antonio Pose, and Marta Rodriguez
Use of Band Ratioing for Color Texture Classification
606
10
Rubén Muñiz and José Antonio Corrales
Does Independent Component Analysis Play a Role in Unmixing Hyperspectral Data?
616
10
José M.P. Nascimento and José M.B. Dias
Vertex Component Analysis: A Fast Algorithm to Extract Endmembers Spectra from Hyperspectral Data
626
10
José M.P. Nascimento and José M.B. Dias
On the Relationship between Classification Error Bounds and Training Criteria in Statistical Pattern Recognition
636
10
Hermann Ney
Application of Multinomial Mixture Model to Text Classification
646
8
Jana Novovicovd and Antonin Malik
An Empirical Comparison of Stack-Based Decoding Algorithms for Statistical Machine Translation
654
10
Daniel Ortiz, Ismael Garcia Varea, and Francisco Casacuberta
Detection of Colour Channels Uncoupling for Curvature-Insensitive Segmentation
664
9
Alberto Ortiz and Gabriel Oliver
Analyzing Periodic Motion Classification
673
8
Xavier Orriols and Xavier Binefa
Finding Breaking Curves in 3D Surfaces
681
8
Xavier Orriols and Xavier Binefa
Robust Segmentation and Decoding of a Grid Pattern for Structured Light
689
8
Jordi Pagès, Joaquim Salvi, and Carles Matabosch
A New Reference Point Detection Algorithm Based on Orientation Pattern Labeling in Fingerprint Images
697
7
Chul-Hyun Park, Sang-Keun Oh, Dong-Min Kwak, Bum-Soo Kim, Young-Chut Song, and Kil-Houm Park
Global Motion Estimation in Sprite Generation by Eliminating Local Object Motions
704
8
Sungchan Park, Miyoung Kim, and Gueesang Lee
Automatic Inspection of Wooden Pallets Using Contextual Segmentation Methods
712
10
Miguel Angel Patricio and Dario Maravall
Gabor Wavelets and Auto-organised Structures for Directional Primitive Extraction
722
11
Marta Penas, Maria J. Carreira, and Manuel G. Penedo
A Colour Tracking Pi eedure for Low-Cost Face Desktop Applications
733
7
F.J. Perales, R. Mas, M. Mascaró, P. Palmer, A. Igelmo, and A. Ramirez
Local Motion Estimation from Stereo Image Sequences
740
8
N. Pérez de la Blanca, J.M. Fuertes, M. Lucena, and A. Garrido
A Change Validation System for Aerial Images Based on a Probabilistic Latent Variable Model
748
10
Fernando Pérez Nava
Petrographic Classification at the Macroscopic Scale Using a Mathematical Morphology Based Approach
758
8
Pedro Pina and Teresa Barata
On the Efficiency of Luminance-Based Palette Reordering of Color-Quantized Images
766
7
Armando J. Pinho and António J.R. Neues
Feature-Driven Recognition of Music Styles
773
9
Pedro J. Ponce de León and José M. Iñesta
Multiple Model Approach to Deformable Shape Tracking
782
11
Daniel Ponsa and Xavier Roca
Pixel-Based Texture Classification by Integration of Multiple Texture Feature Evaluation Windows
793
9
Doménec Puig and Miguel Angel Garcia
Vessel Segmentation and Branching Detection Using an Adaptive Profile Kalman Filter in Retinal Blood Vessel Structure Analysis
802
8
Pedro Quelhas and James Boyce
Reconstruction of Quadrics from Two Polarization Views
810
11
Stefan Rahmann
Some Results about the Use of Tree/String Edit Distances in a Nearest Neighbour Classification Task
821
8
Juan Ramón Rico-Juan and Luisa Micó
Line Detection Using Ridgelets Transform for Graphic Symbol Representation
829
9
Oriol Ramos Terrades and Ernest Valveng
Tree-Structured Representation of Musical Information
838
9
David Rizo, José Manuel Iñesta, and Francisco Moreno-Seco
Comparative Study of the Baum-Welch and Viterbi Training Algorithms Applied to Read and Spontaneous Speech Recognition
847
11
Luis Javier Rodriguez and Inés Torres
Skin Lesions Diagnosis Based on Fluorescence Image Processing; Simple Parameters Scanning
858
10
E. Ros, M.M. Rodriguez, S. Mota, J.L. Bennier, L. Rojas, C.G. Puntonet, and E.W. Lang
Incrementally Assessing Cluster Tendencies with a Maximum Variance Cluster Algorithm
868
8
Krzysztof Rzcidca and Francesc J. Ferri
Musical Style Recognition by Detection of Compass
876
8
F.J. Salcedo, J.E. Diaz- Verdejo, and J.C. Segura
Subtexture Components for Texture Description
884
9
Anna Salvatella, Maria Vanrell, and Ramon Baldrich
A 3D Ultrasound System for Medical Diagnosis
893
9
João Sanches, Jorge S. Marques, Fausto Pinto, and Paulo J. Ferreira
Shot Segmentation Using a Coupled Markov Chains Representation of Video Contents
902
8
Juan M. Sánchez and Xavier Binefa
Estimating Confidence Measures for Speech Recognition Verification Using a Smoothed Naive Bayes Model
910
9
Alberto Sanchis, Alfons Juan, and Enrique Vidal
A New Wavelets Image Fusion Strategy
919
8
M. Santos, G. Pajares, M. Portela, and J.M. de la Cruz
Quality Assessment of Manufactured Roof Tiles Using Digital Sound Processing
927
8
Vasco C.F. Santos, Miguel F.M. Sousa, and Anibal J.S. Ferreira
Graph Representations for Web Document Clustering
935
8
Adam Schenker, Mark Last, Horst Bunke, and Abraham Kandel
Learning Decision Trees and Tree Automata for a Syntactic Pattern Recognition Task
943
8
José M. Sempere and Damián López
MOTRICO Project - Geometric Construction and Mesh Generation of Blood Vessels by Means of the Fusion of Angiograms and IVUS
951
11
Francisco J. Seron, Elsa Garcia, and Jorge del Pico
Skipping Fisher's Criterion
962
8
A. Sierra and A. Echeverria
New Class of Filters for Impulsive Noise Removal in Color Images
970
9
Bogdan Smolka
On the Nonparametric Impulsive Noise Reduction in Multichannel Images
979
7
Bogdan Smolka
Robust Hash Functions for Visual Data: An Experimental Comparison
986
8
Champskud J. Skrepth and Andreas Uhl
Error Concealment Using Discontinuity Features
994
9
NamRye Son and GueeSang Lee
Geometric Properties of the 3D Spine Curve
1003
9
J.M. Sotoca, M. Buendia, J.M. Iñesta, and F.J. Ferri
Oriented Matroids for Shape Representation and Indexing
1012
8
E. Staffetti, A. Grau, F. Serratosa, and A. Sanfeliu
Combining Phrase-Based and Template-Based Alignment Models in Statistical Translation
1020
12
Jesús Tomás and Francisco Casacuberta
The Log-polar Image Representation in Pattern Recognition Tasks
1032
9
V. Javier Traver and Filiberto Pia
Appearance Tracking for Video Surveillance
1041
8
Javier Varona, Jordi Gonzalez, F. Xavier Roca, and J.J. Villanueva
Sinusoidal Modelling with Complex Exponentials for Speech and Audio Signals
1049
8
P. Vera- Candeas, N. Ruiz-Reyes, D. Martinez-Muñoz, J. Curpian-Alonso, M. Rosa-Zurera, and M.J. Lucena-Lopez
Smoothing Techniques for Tree-k-Grammar-Based Natural Language Modeling
1057
9
Jose L. Verdú-Mas, Jorge Calera-Rubio, and Rafael C. Carrasco
Colour Constancy Algorithm Based on the Minimization of the Distance between Colour Histograms
1066
8
Jaurne Vergés-Llahi and Alberto Sanfeliu
Video Segmentation for Traffic Monitoring Tasks Based on Pixel-Level Snakes
1074
8
D.L. Vilariño, D. Cabello, X.M. Pardo, and V.M. Brea
Optimal Detection of Symmetry Axis in Digital Chest X-ray Images
1082
8
Carlos Vinhais and Aurélio Campilho
Low Complexity Motion Estimation Based on Spatiotemporal Correlations
1090
9
Hyo Sun Yoon and Guee Sang Lee
Set-Permutation-Occurrence Matrix Based Texture Segmentation
1099
9
Reyer Zwiggelaar, Lilian Blot, David Raba, and Erika R.E. Denton
Semi-automatic Segmentation of the Prostate
1108
9
Reyer Zwiggelaar, Yanong Zhu, and Stuart Williams
Entropy Vector Median Filter
1117
9
Rastislav Lukac, Bogdan Smolka, Konstantinos N. Plataniotis, and Anastasios N. Venetsanopoulos
That Elusive Diversity in Classifier Ensembles
1126
13
Ludmila I. Kuncheva
Author Index
1139