Progress in Pattern Recognition, Image Analysis and Applications: 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006, Cancún, Mexico, November 14-17, 2006, Proceedings

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Springer Science & Business Media, Oct 12, 2006 - Computers - 995 pages

This book constitutes the refereed proceedings of the 11th Iberoamerican Congress on Pattern Recognition, CIARP 2006, held in Cancun, Mexico in November 2006. The 99 revised full papers presented together with three keynote articles were carefully reviewed and selected from 239 submissions. The papers cover ongoing research and mathematical methods.

 

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Contents

Skeletonization of Digital Objects
1
Maximin Initialization for Cluster Analysis
14
CaseBased Object Recognition with Application to Biological Images
27
A New Method of Illumination Normalization for Robust Face Recognition
38
A Fast Method for Localization of Local Illumination Variations and Photometric Normalization in Face Images
48
Gender Classification Using Principal Geodesic Analysis and Gaussian Mixture Models
58
Gender Classification of Faces Using Adaboost
68
General Pose Face Recognition Using Frontal Face Model
79
Search Method of Time Sensitive Frequent Itemsets in Data Streams
511
Image Compression Algorithm Based on Morphological Associative Memories
519
A Novel Approach to Automatic Color Matching
529
The Associative Recall of Spatial Correlated Patterns
539
Associative Memories Applied to Image Categorization
549
Robustness Analysis of the Neural Gas Learning Algorithm
559
Feature Selection Based on Mutual Correlation
569
Oscillating Feature Subset Search Algorithm for Text Categorization
578

Approximating 3D Facial Shape from Photographs Using Coupled Statistical Models
89
A Comparative Study of Face Representations in the Frequency Domain
99
Face Recognition with Region Division and Spin Images
109
Extraction of Blood Vessels in Ophthalmic Color Images of Human Retinas
118
A Fast Adaboosting Based Method for Iris and Pupil Contour Detection
127
A Comparison Between RF Signal Analysis and Reconstructed Images
137
Smoothing Segmented Lung Boundary in Chest CT Images Using Scan Line Search
147
Automated Ultrasonic Measurement of Fetal Nuchal Translucency Using Dynamic Programming
157
A Method for Detection and Modeling of the Human Spine Based on Principal Curvatures
168
Linear Radial Patterns Characterization for Automatic Detection of Tonic Intestinal Contractions
178
Applications in the Intestinal Motility Assessment
188
From Lossy to Lossless Wavelet Image Coding in a TreeBased Encoder with Resolution Scalability
198
3D MumfordShah Based Active Mesh
208
Fast 2D3D PointBased Registration Using GPUBased Preprocessing for ImageGuided Surgery
218
GASSDARCNLM for Parametric Image Registration
227
An Approach for Computing Image Similarity
237
Image Contrast Enhancement Based on BlockWise IntensityPair Distribution with Two Expansion Forces
247
Guiding a BottomUp Visual Attention Mechanism to Locate Specific Image Regions Using a Distributed Genetic Optimization
257
ORIENTCAM A Camera That Knows Its Orientation and Some Applications
267
Irregular Pyramid Segmentations with Stochastic Graph Decimation Strategies
277
Color Texture Segmentation by Decomposition of Gaussian Mixture Model
287
Texture Features and Segmentation Based on Multifractal Approach
297
Object Segmentation Using Growing Neural Gas and Generalized Gradient Vector Flow in the Geometric Algebra Framework
306
An Application to Biplane Ventriculograms
316
An Image Segmentation Algorithm Using Iteratively the Mean Shift
326
A Robust Region Based Level Set Framework for Medical Image Segmentation
336
Color Texture Segmentation Based on QuaternionGabor Features
345
Corner Detection by Searching Two Class Pattern Substrings
354
ModelBased Localization Method by Nonspeech Sound Via Wavelet Transform and Dynamic Neural Network
363
An Application of Neural Networks for Image Reconstruction in Electrical Capacitance Tomography Applied to Oil Industry
371
Combining Neural Networks for Gait Classification
381
Training of Multilayer Perceptron Neural Networks by Using Cellular Genetic Algorithms
389
Combining Neural Networks and Clustering Techniques for Object Recognition in Indoor Video Sequences
399
Evaluation of Time and Frequency DomainBased Methods for the Estimation of HarmonicstoNoiseRatios in Voice Signals
406
A Combined Classifier of Cry Units with New Acoustic Attributes
416
Practical Considerations for RealTime Implementation of SpeechBased Gender Detection
426
On the Processing of Fuzzy Patterns for Text Independent Phonetic Speech Segmentation
437
A RLS Filter for Nonuniformity and Ghosting Correction of Infrared Image Sequences
446
Correlation Filters for Detection and Localization of Objects in Degraded Images
455
Statistical Recursive Filtering Estimation of Detector Offset Nonuniformity in Infrared Imaging Systems
464
3D Vector Directional Filters to Process Video Sequences
474
A New Integrated Methodology
481
Conceptual KMeans Algorithm Based on Complex Features
491
Spatial Data Description by Means of KnowledgeBased System
502
Two Step Ant Colony System to Solve the Feature Selection Problem
588
Simultaneous Features and Objects Selection for Mixed and Incomplete Data
597
Selecting Objects for ALVOT
606
Feature Extraction Using Clustering of Protein
614
A Theoretical Comparison of Two Linear Dimensionality Reduction Techniques
624
A New Approach to Multiclass Linear Dimensionality Reduction
634
Automatic Band Selection in Multispectral Images Using Mutual InformationBased Clustering
644
Orientation Invariant Features for Multiclass Object Recognition
655
On the Design and Implementation of a High Performance Configurable Architecture for Testor Identification
665
Proposal for a Unified Methodology for Evaluating Supervised and Nonsupervised Classification Algorithms
674
Monte Carlo Evaluation of the Hausdorff Distance for Shape Matching
686
A Fast Probabilistic Model for Hypothesis Rejection in SIFTBased Object Recognition
696
Diagnosis of Chronic Idiopathic Inflammatory Bowel Disease Using Bayesian Networks
706
Learning Variability of Image Feature Appearance Using Statistical Methods
716
Probabilistic Shot Boundary Detection Using Interframe Histogram Differences
726
A Probabilistic Approach to Build 2D Line Based Maps from Laser Scans in Indoor Environments
733
Egomotion Estimation as an AppearanceBased Classification Problem
743
Decoding of Ternary Error Correcting Output Codes
753
ContextBased Gesture Recognition
764
Spectral Median Graphs Applied to Graphical Symbol Recognition
774
Deterministic Tourist Walks as an Image Analysis Methodology Based
784
Approaches to Classification of Multichannel Images
794
Fast Fingerprint Matching Based on the Novel Structure Combining the Singular Point with Its Neighborhood Minutiae
804
A New Nearest Neighbor Rule for Text Categorization
814
Alignment of Paragraphs in Bilingual Texts Using Bilingual Dictionaries and Dynamic Programming
824
Document Mining Based on Semantic Understanding of Text
834
Authorship Attribution Using Word Sequences
844
Document Representation Based on Maximal Frequent Sequence Sets
854
Building an Optimal WSD Ensemble Using PerWord Selection of Best System
864
PixelWise Histograms for Visual Segment Description and Applications
873
eVLBI Development in TIGO
883
Satellite Tracks Removal in Astronomical Images
892
Detection of Coding Regions in Large DNA Sequences Using the Short Time Fourier Transform with Reduced Computational Load
902
Time Series Pattern Recognition Based on MAP Transform and Local Trend Associations
910
System Classification by Using Discriminant Functions of TimeFrequency Features
920
Gabor Kernels for Textured Image Representation and Classification
929
The Railway Kernel
936
Fusion of Gaussian Kernels Within Support Vector Classification
945
Support Vector Machine with External Recurrences for Modeling Dynamic Cerebral Autoregulation
954
An Approach to Automatic Target Recognition in Radar Images Using SVM
964
A Case Study
974
Image Compression by a Time Enhanced Self Organizing Map
985
Author Index
993
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