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Progress in Pattern Recognition, Speech and Image Analysis : 8th Iberoamerican Congress on Pattern Recognition, Ciarp 2003, Havana, Cuba, November 26-29, 2003, Proceedings - A. Sanfeliu

Progress in Pattern Recognition, Speech and Image Analysis

8th Iberoamerican Congress on Pattern Recognition, Ciarp 2003, Havana, Cuba, November 26-29, 2003, Proceedings

By: A. Sanfeliu (Editor), Jose Ruiz-Shulcloper (Editor)

Paperback

Published: 18th November 2003
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CIARP 2003 (8th Iberoamerican Congress on Pattern Recognition) was the eighth event in a series of pioneering congresses on pattern recognition in the Latin American c- munity of countries. This year, however, the forum was extended to include worldwide participation. The event has been held in the past in Mexico, Cuba, Brazil and Por- gal; it took place this year in Havana (Cuba). The aim of the congress was to promote and disseminate ongoing research into mathematical methods for pattern recognition, computer vision, image analysis, and speech recognition, as well as the application of these techniques in such diverse areas as robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis, and natural language processing and recognition to name a few. Moreover it was a forum for scienti?c re- arch, experience exchange, the sharing of new knowledge, and establishing contacts to improve cooperation between research groups in pattern recognition, computer vision and related areas. The congress was organized by the Institute of Cybernetics, Mathematics and P- sics of Cuba (ICIMAF) and the Center for Computing Research (CIC) of the National Polytechnic Institute of Mexico, and was sponsored by the University of La Salle, - xico, the University of Oriente, Cuba, the Polytechnic Institute "Jose ยด A.

Neurons, Dendrites, and Pattern Classificationp. 1
Robot Vision for Autonomous Object Learning and Trackingp. 17
Graduated Scale Inspection Using Computer Visionp. 29
Vision System for Subpixel Laser Stripe Profile Extraction with Real Time Operationp. 38
Multi-channel Reconstruction of Video Sequences from Low-Resolution and Compressed Observationsp. 46
3D Rigid Facial Motion Estimation from Disparity Mapsp. 54
Robust Techniques in Least Squares-Based Motion Estimation Problemsp. 62
Inexact Graph Matching for Facial Feature Segmentation and Recognition in Video Sequences: Results on Face Trackingp. 71
Crater Marking and Classification Using Computer Visionp. 79
Using Optical Flow for Trackingp. 87
Another Paradigm for the Solution of the Correspondence Problem in Motion Analysisp. 95
Improvement of the Fail-Safe Characteristics in Motion Analysis Using Adaptive Techniquep. 104
Spatially Adaptive Algorithm for Impulse Noise Removal from Color Imagesp. 113
Improving Phase-Congruency Based Feature Detection through Automatic Scale-Selectionp. 121
Robust Estimation of Roughness Parameter in SAR Amplitude Imagesp. 129
Two New Scale-Adapted Texture Descriptors for Image Segmentationp. 137
Topological Query in Image Databasesp. 145
Reconstructing 3D Object from Silhouettes with Unknown Viewpoints: The Case of Planar Orthographic Viewsp. 153
Enforcing a Shape Correspondence between Two Views of a 3D Non-rigid Objectp. 163
A Colour Constancy Algorithm Based on the Histogram of Feasible Colour Mappingsp. 171
Reconstruction of Surfaces from Cross Sections Using Skeleton Informationp. 180
Extension of a New Method for Surface Reconstruction from Cross Sectionsp. 188
Imposing Integrability in Geometric Shape-from-Shadingp. 196
Correcting Radial Lens Distortion Using Image and Point Correspondencesp. 204
Characterization of Surfaces with Sonars Using Time of Fight and Triangulationp. 212
Non-speech Sound Feature Extraction Based on Model Identification for Robot Navigationp. 221
Enhancement of Noisy Speech Using Sliding Discrete Cosine Transformp. 229
Integrating High and Low Smoothed LMs in a CSR Systemp. 236
Selection of Lexical Units for Continuous Speech Recognition of Basquep. 244
Creating a Mexican Spanish Version of the CMU Sphinx-III Speech Recognition Systemp. 251
Decision Tree-Based Context Dependent Sublexical Units for Continuous Speech Recognition of Basquep. 259
Uniclass and Multiclass Connectionist Classification of Dialogue Actsp. 266
A Technique for Extraction of Diagnostic Data from Cytological Specimensp. 274
Segmentation and Morphometry of Histological Sections Using Deformable Models: A New Tool for Evaluating Testicular Histopathologyp. 282
Robust Markers for Blood Vessels Segmentation: A New Algorithmp. 291
Discriminative Power of Lymphoid Cell Features: Factor Analysis Approachp. 298
Retinal Angiography Based Authenticationp. 306
Suboptimal Classifier for Dysarthria Assessmentp. 314
Approximate Nearest Neighbour Search with the Fukunaga and Narendra Algorithm and Its Application to Chromosome Classificationp. 322
Characterization of Viability of Seeds by Using Dynamic Speckles and Difference Histogramsp. 329
An Adaptive Enhancer with Modified Signal Averaging Scheme to Detect Ventricular Late Potentialsp. 334
A Study on the Recognition of Patterns of Infant Cry for the Identification of Deafness in Just Born Babies with Neural Networksp. 342
Patients Classification by Risk Using Cluster Analysis and Genetic Algorithmsp. 350
Mathematical Morphology on MRI for the Determination of Iberian Ham Fat Contentp. 359
Automatic Dark Fibres Detection in Wool Topsp. 367
Musical Style Identification Using Grammatical Inference: The Encoding Problemp. 375
New Distance Measures Applied to Marble Classificationp. 383
Online Handwritten Signature Verification Using Hidden Markov Modelsp. 391
Fast Handwritten Recognition Using Continuous Distance Transformationp. 400
Stroke Boundary Analysis for Identification of Drawing Toolsp. 408
Solving the Global Localization Problem for Indoor Mobile Robotsp. 416
Restricted Decontamination for the Imbalanced Training Sample Problemp. 424
An Entropy Maximization Approach to Optimal Model Selection in Gaussian Mixturesp. 432
Gaussian Mixture Models for Supervised Classification of Remote Sensing Multispectral Imagesp. 440
Fast Multistage Algorithm for K-NN Classifiersp. 448
Some Improvements in Tree Based Nearest Neighbour Search Algorithmsp. 456
Impact of Mixed Metrics on Clusteringp. 464
A Comparison between Two Fuzzy Clustering Algorithms for Mixed Featuresp. 472
Extended Star Clustering Algorithmp. 480
Two New Metrics for Feature Selection in Pattern Recognitionp. 488
Conditions of Generating Descriptive Image Algebras by a Set of Image Processing Operationsp. 498
Completeness Conditions of a Class of Pattern Recognition Algorithms Based on Image Equivalencep. 506
Typical Segment Descriptors: A New Method for Shape Description and Identificationp. 512
A New Approach That Selects a Single Hyperplane from the Optimal Pairwise Linear Classifierp. 521
A Characterization of Discretized Polygonal Convex Regions by Discrete Momentsp. 529
Learning Probabilistic Context-Free Grammars from Treebanksp. 537
Simulated Annealing for Automated Definition of Fuzzy Sets in Human Central Nervous System Modelingp. 545
Automatic Tuning of Fuzzy Partitions in Inductive Reasoningp. 554
Kernel Computation in Morphological Bidirectional Associative Memoriesp. 563
Improving Still Image Coding by an SOM-Controlled Associative Memoryp. 571
A Morphological Methodology for Features Indentification in Satellite Images for Semi-automatic Cartographic Updatingp. 580
Morphological Neural Networks with Dendrite Computation: A Geometrical Approachp. 588
A Method for the Automatic Summarization of Topic-Based Clusters of Documentsp. 596
Improving Prepositional Phrase Attachment Disambiguation Using the Web as Corpusp. 604
Determination of Similarity Threshold in Clustering Problems for Large Data Setsp. 611
Content-Based Retrieval Using Color, Texture, and Shape Informationp. 619
Off the Shelf Methods for Robust Portuguese Cadastral Map Analysisp. 627
Simultaneous Segmentation-Recognition-Vectorization of Meaningful Geographical Objects in Geo-Imagesp. 635
Geomorphometric Analysis of Raster Image Data to Detect Terrain Ruggedness and Drainage Densityp. 643
Morphological Applications for Maps Construction in Path Planning Tasksp. 651
Compact Mapping in Plane-Parallel Environments Using Stereo Visionp. 659
An Oscillatory Neural Network for Image Segmentationp. 667
Generating Three-Dimensional Neural Cells Based on Bayes Rules and Interpolation with Thin Plate Splinesp. 675
A Maximum Entropy Approach to Sampling in EDA - The Single Connected Casep. 683
Author Indexp. 691
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540205906
ISBN-10: 354020590X
Series: Lecture Notes in Computer Science
Audience: General
Format: Paperback
Language: English
Number Of Pages: 696
Published: 18th November 2003
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.63
Weight (kg): 0.98