Pattern Recognition and Image Analysis (eBook, PDF)

First Iberian Conference, IbPRIA 2003 Puerto de Andratx, Mallorca, Spain, June 4-6, 2003 Proceedings
Redaktion: Perales López, Francisco J.; Sanfeliu I Cortés, Alberto; Pérez de la Blanca Capilla, Nicolás; Campilho, Aurélio J. C.

• Format: PDF

Produktbeschreibung

The refereed proceedings of the First Iberial Conference on Pattern Recognition and Image Analysis, IbPria 2003, held in Puerto de Andratx, Mallorca, Spain in June 2003.

The 130 revised papers presented were carefully reviewed and selected from 185 full papers submitted. All current aspects of ongoing research in computer vision, image processing, pattern recognition, and speech recognition are addressed.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 1144
• Erscheinungstermin: 2. Oktober 2003
• Englisch
• ISBN-13: 9783540448716
• Artikelnr.: 53144502

Autorenporträt

Francisco J. Perales López, Computer Science Engineering School, Palma de Mallorca, Spain / Aurélio J.C. Campilho, Universidade do Porto, Portugal / Nicolßs Pérez de la Blanca Capilla, Universidad de Granada, Spain / Alberto Sanfeliu i Cortés, University of Cataluna, Barcelona, Spain

Inhaltsangabe

First Iberian Conference on Pattern Recognition and Image Analysis IbPRIA 2003.- Solids Characterization Using Modeling Wave Structures.- A Probabilistic Model for the Cooperative Modular Neural Network.- Robust Learning Algorithm for the Mixture of Experts.- A Robust and Effective Learning Algorithm for Feedforward Neural Networks Based on the Influence Function.- Regularization of 3D Cylindrical Surfaces.- Non-rigid Registration of Vessel Structures in IVUS Images.- Underwater Cable Tracking by Visual Feedback.- A Hierarchical Clustering Strategy and Its Application to Proteomic Interaction Data.- A New Optimal Classifier Architecture to Aviod the Dimensionality Curse.- Learning from Imbalanced Sets through Resampling and Weighting.- Morphological Recognition of Olive Grove Patterns.- Combining Multi-variate Statistics and Dempster-Shafer Theory for Edge Detection in Multi-channel SAR Images.- High-Level Clothes Description Based on Colour-Texture and Structural Features.- A New Method for Detection and Initial Pose Estimation Based on Mumford-Shah Segmentation Functional.- Tracking Heads Using Piecewise Planar Models.- Support Vector Machines for Crop Classification Using Hyperspectral Data.- Vehicle License Plate Segmentation in Natural Images.- High-Accuracy Localization of an Underwater Robot in a~Structured Environment Using Computer Vision.- Determine the Composition of Honeybee Pollen by Texture Classification.- Automatic Word Codification for the RECONTRA Connectionist Translator.- The ENCARA System for Face Detection and Normalization.- Prediction and Discrimination of Pharmacological Activity by Using Artificial Neural Networks.- A Spatio-temporal Filtering Approach to Motion Segmentation.- Annotated Image Retrieval System Based on Concepts and Visual Property.- Multimodal Attention System for an Interactive Robot.- New Wavelet-Based Invariant Shape Representation Functions.- A Feature Selection Wrapper for Mixtures.- Tracking People for Automatic Surveillance Applications.- A User Authentication Technic Using a~Web Interaction Monitoring System.- Recovering Camera Motion in a~Sequence of Underwater Images through Mosaicking.- Best Achievable Compression Ratio for Lossy Image Coding.- Performance and Improvements of a~Language Model Based on Stochastic Context-Free Grammars.- Segmentation of Curvilinear Objects Using a~Watershed-Based Curve Adjacency Graph.- Automatic Keyframing of Human Actions for Computer Animation.- Robust Line Matching and Estimate of Homographies Simultaneously.- Modeling High-Order Dependencies in Local Appearance Models.- An Experimental Evaluation of K-nn for Linear Transforms of Positive Data.- Wavelet Packet Image Coder Using Coefficients Partitioning for Remote Sensing Images.- Generation and Use of Synthetic Training Data in Cursive Handwriting Recognition.- Video-Sensor for Detection and Tracking of Moving Objects.- Estimation of Anti-bacterial Culture Activity from Digital Images.- Robust Extraction of Vertices in Range Images by Constraining the Hough Transform.- Comparison of Log-linear Models and Weighted Dissimilarity Measures.- Motion Segmentation Using Distributed Genetic Algorithms.- Supervised Locally Linear Embedding Algorithm for Pattern Recognition.- Hash Like Fractal Image Compression with Linear Execution Time.- Learning of Stochastic Context-Free Grammars by Means of Estimation Algorithms and Initial Treebank Grammars.- Computer-Aided Prostate Cancer Detection in Ultrasonographic Images.- Ultrasound to Magnetic Resonance Volume Registration for Brain Sinking Measurement.- Segmentation of Range Images in a~Quadtree.- Associative Memory for Early Detection of Breast Cancer.- Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior.- Reducing Training Sets by NCN-based Exploratory Procedures.- Probabilistic Observation Models for Tracking Based on Optical Flow.- Simplified Texture Unit: A~New Descriptor of the Local Texture in Gray-Level