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Progress in Pattern Recognition, Image Analysis and Applications

  • Kartonierter Einband
  • 814 Seiten
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This book constitutes the refereed proceedings of the 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008, held in Hava... Weiterlesen
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This book constitutes the refereed proceedings of the 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008, held in Havana, Cuba, in September 2008. The 93 revised full papers presented together with 3 keynote articles were carefully reviewed and selected from 182 submissions. The papers are organized in topical sections on signal analysis for characterization and filtering, analysis of shape and texture, analysis of speech and language, data mining, clustering of images and documents, statistical pattern recognition, classification and description of objects, classification and edition, geometric image analysis, neural networks, computer vision, image coding, associative memories and neural networks, interpolation and video tracking, images analysis, music and speech analysis, as well as classifier combination and document filtering.

Keynote 1.- On Medial Representations.- Signal Analysis for Characterization and Filtering I.- Computational Model for Aircraft's Takeoffs Pattern Recognition.- Offline Signature Verification Using Local Interest Points and Descriptors.- Adaptive Generalized Vector Median Filter.- Correlation Filters for Pattern Recognition Using a Noisy Reference.- Extended Recursive Filtering Estimation of Detector Offset Nonuniformity in Infrared Imaging Systems.- Vector Median M-Type L Filter to Process Multichannel Images.- Optimal Wavelet Filters Selection for Ultrasound and Mammography Compression.- Single Sound Source SLAM.- Selection of the Best Wavelet Packet Nodes Based on Mutual Information for Speaker Identification.- Analysis of Shape and Texture I.- The Hermite Transform: An Alternative Image Representation Model for Iris Recognition.- Measuring Shape Circularity.- Measuring the Related Properties of Linearity and Elongation of Point Sets.- Evaluation of Lineal Relation between Shifted Delta Cepstral Features and Prosodic Features in Speaker Verification.- Using Dynamic Time Warping of T0 Contours in the Evaluation of Cycle-to-Cycle Pitch Detection Algorithms.- Comparative Study of Several Phonotactic-Based Approaches to Spanish-Basque Language Identification.- Mining Frequent Similar Patterns on Mixed Data.- A Novel Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets.- Prototype Selection Via Prototype Relevance.- A New Document Clustering Algorithm for Topic Discovering and Labeling.- Unsupervised Learning of Saliency Concepts for Natural Image Classification and Retrieval.- How Do Superpixels Affect Image Segmentation?.- Hierarchical Star Clustering Algorithm for Dynamic Document Collections.- Weighted Cluster Ensemble Using a Kernel Consensus Function.- A Thorough Analysis of the Suppressed Fuzzy C-Means Algorithm.- Building and Assessing a Constrained Clustering Hierarchical Algorithm.- Cluster Stability Assessment Based on Theoretic Information Measures.- Differential Betweenness in Complex Networks Clustering.- GeCiM: A Novel Generalized Approach to C-Means Clustering.- Statistical Pattern Recognition I.- Modelling of Behavioural Patterns for Abnormality Detection in the Context of Lifestyle Reassurance.- On the Complementarity of Face Parts for Gender Recognition.- Learning and Forgetting with Local Information of New Objects.- An Enhanced Accessory Pathway Localization Method for Efficient Treatment of Wolff-Parkinson-White Syndrome.- Functional Learning of Kernels for Information Fusion Purposes.- A Correlation-Based Distance Function for Nearest Neighbor Classification.- On Optimizing Subclass Discriminant Analysis Using a Pre-clustering Technique.- Chernoff-Based Multi-class Pairwise Linear Dimensionality Reduction.- On Using Dimensionality Reduction Schemes to Optimize Dissimilarity-Based Classifiers.- Statistical Pattern Recognition II.- Structural Construction for On-Line Mathematical Formulae Recognition.- Radar Recognition through Statistical Classification of Cellular Emission in the Moment Space.- Representing Functional Data Using Support Vector Machines.- Classifier Ensemble Generation for the Majority Vote Rule.- Feature Selection through Dynamic Mesh Optimization.- Integral Operators for Computing Homology Generators at Any Dimension.- Fast k Most Similar Neighbor Classifier for Mixed Data Based on a Tree Structure and Approximating-Eliminating.- Identification of More Characteristic Dynamic Patterns in a WWTP by ClBR×E.- Selecting Features and Objects for Mixed and Incomplete Data.- Supervised Isomap with Dissimilarity Measures in Embedding Learning.- A New Approach to Analyse Neighbourhood Relations in 2D Polygonal Networks.- Subdivision Curves on Surfaces and Applications.- Multiscale Morphological Image Simplification.- Calculating the Number of Tunnels.- Self-Organizing Neuro-Fuzzy Inference System.- Handwritten Digit Classification Based on Alpha-Beta Associative Model.- Thresholded Learning Matrix for Efficient Pattern Recalling.- Computer Aided Diagnosis System to Detect Breast Cancer Pathological Lesions.- Musical Style Identification with n-Grams and Neural Networks.- Inter-turn Short Circuit and Unbalanced Voltage Pattern Recognition for Three-Phase Induction Motors.- An Empirical Study for the Multi-class Imbalance Problem with Neural Networks.- A Fast Search Algorithm for Vector Quantization Based on Associative Memories.- Alpha-Beta Weightless Neural Networks.- Keynote 2.- Pattern Recognition Methods for Querying and Browsing Technical Documentation.- Fingerprint Verification Using Local Interest Points and Descriptors.- Gait Recognition Based on Silhouette, Contour and Classifier Ensembles.- A New Combination of Local Appearance Based Methods for Face Recognition under Varying Lighting Conditions.- Best-Shot Selection for Video Face Recognition Using FPGA.- Ensemble Approaches to Facial Action Unit Classification.- Multiclass Adaboost and Coupled Classifiers for Object Detection.- Towards an Illumination-Based 3D Active Appearance Model for Fast Face Alignment.- Delineating Homology Generators in Graph Pyramids.- Contour Tracking When Two Gray-Level Discontinuities Are Close to Each Other.- Pose Estimation for Sensors Which Capture Cylindric Panoramas.- Recursive Shape and Pose Determination Using Deformable Model.- Lip-Reading Technique Using Spatio-Temporal Templates and Support Vector Machines.- Applying SIFT Descriptors to Stellar Image Matching.- Digital Image Colorization Based on Probabilistic Distance Transform.- A Matrix-Based Secret Sharing Scheme for Images.- A Dialog Management Methodology Based on Neural Networks and Its Application to Different Domains.- Analysis and Prediction of Air Quality Data with the Gamma Classifier.- Hetero-Associative Memories for Voice Signal and Image Processing.- Analysis of Shape and Texture II.- Perceptually Motivated Shape Evolution with Shape-Preserving Property.- Probabilistic Discrete Mixtures Colour Texture Models.- Comparison of Pixel and Subpixel Retinal Vessel Tree Segmentation Using a Deformable Contour Model.- Signal Analysis for Characterization and Filtering II.- Joint Freehand Ultrasound and Endoscopic Reconstruction of Brain Tumors.- Peer Group Filter for Impulsive Noise Removal in Color Images.- Spectral Characterization of Volcanic Earthquakes at Nevado del Ruiz Volcano Using Spectral Band Selection/Extraction Techniques.- Detection and Tracking of Coronal Mass Ejections.- Constrained Interpolation with Implicit Plane Cubic A-Splines.- Video Object Segmentation Using Graphs.- Joint Coding of Multiple H.264 Video Programs.- A Simple and Effective Method of Color Image Quantization.- Automatic Polyphonic Music Composition Using the EMILE and ABL Grammar Inductors.- Reconstruction of Dysphonic Speech by MELP.- Analyzing Classifier Hierarchy Multiclassifier Learning.- Using the ??-Neighborhood for Adaptive Document Filtering.- KeyNote 3.- Scenario Discovery Using Nonnegative Tensor Factorization.


Titel: Progress in Pattern Recognition, Image Analysis and Applications
Untertitel: 13th Iberoamerican Congress on Pattern Recognition, CIARP 2008, Havana, Cuba, September 9-12, 2008, Proceedings
EAN: 9783540859192
ISBN: 978-3-540-85919-2
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 814
Gewicht: 1252g
Größe: H41mm x B234mm x T164mm
Jahr: 2008
Untertitel: Englisch
Auflage: 2008

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