Advances in Pattern Recognition - ICAPR 2001: Second International Conference Rio de Janeiro, Brazil, March 11-14, 2001 Proceedings (Lecture Notes in Computer Science) - Taschenbuch

EAN (ISBN-13): 9783540417675
ISBN (ISBN-10): 3540417672
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2001
Herausgeber: Springer Berlin Heidelberg
475 Seiten
Gewicht: 0,742 kg

Buch in der Datenbank seit 2007-12-06T08:59:34+01:00 (Berlin)
Buch zuletzt gefunden am 2023-12-01T14:40:06+01:00 (Berlin)
ISBN/EAN: 3540417672

ISBN - alternative Schreibweisen:
3-540-41767-2, 978-3-540-41767-5
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: conférences rio, kropat, walter
Titel des Buches: rio janeiro, pattern recognition, 2013, 2001, international proceedings, lecture notes computer science

---

Daten vom Verlag:

Autor/in: Sameer Singh; Nabeel Murshed; Walter Kropatsch
Titel: Lecture Notes in Computer Science; Advances in Pattern Recognition - ICAPR 2001 - Second International Conference Rio de Janeiro, Brazil, March 11-14, 2001 Proceedings
Verlag: Springer; Springer Berlin
482 Seiten
Erscheinungsjahr: 2001-02-28
Berlin; Heidelberg; DE
Sprache: Englisch
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
Available
XIV, 482 p.

BC; Hardcover, Softcover / Informatik, EDV/Anwendungs-Software; Mustererkennung; Verstehen; 3D; Augmented Reality; Markov Model; Pattern recognition; Support Vector Machine; Textur; biometrics; character recognition; classification; document analysis; fingerprint; handwriting recognition; image analysis; object recognition; topology; Automated Pattern Recognition; Computer Vision; Computer Graphics; Natural Language Processing (NLP); Maschinelles Sehen, Bildverstehen; Grafikprogrammierung; Natürliche Sprachen und maschinelle Übersetzung; EA

INVITED TALKS.- Towards Bridging the Gap between Statistical and Structural Pattern Recognition: Two New Concepts in Graph Matching.- Learning and Adaptation in Robotics.- Image-based self-localization by means of zero phase representation in panoramic images.- NEURAL NETWORKS & COMPUTATIONAL INTELLIGENCE.- A Cascaded Genetic Algorithm for efficient optimization and pattern matching.- Using Unlabelled Data to Train a Multilayer Perceptron.- A Neural Multi -Expert Classification System for MPEG Audio Segmentation.- Pattern Recognition with Quantum Neural Networks.- Pattern Matching and Neural Networks based Hybrid Forecasting System.- Invariant Face Detection in Color Images Using Orthogonal Fourier-Mellin Moments and Support Vector Machines.- CHARACTER RECOGNITION & DOCUMENT ANALYSIS.- Character Extraction from Interfering Background - Analysis of Double-sided Handwritten Archival Documents.- An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings.- Segmentation of Printed Arabic Text.- A Time—Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition.- Preventing Overfitting in Learning Text Patterns for Document Categorization.- Image Document Categorization using Hidden Tree Markov Models and Structured Representations.- Handwriting Quality Evaluation.- FEATURE SELECTION & ANALYSIS.- Texture Based Look-Ahead for Decision-Tree Induction.- Feature Based Decision Fusion.- Feature Selection Based on Fuzzy Distances Between Clusters: First Results on Simulated Data.- Efficient and Effective Feature Selection in the Presence of Feature Interaction and Noise.- Integrating Recognition Paradigms in a Multiple-path Architecture.- A New Geometric Tool for Pattern Recognition - An Algorithm for RealTime Insertion of Layered Segment Trees.- PATTERN RECOGNITION & CLASSIFICATION.- Improvements in K-Nearest Neighbor Classification.- Branch & Bound Algorithm with Partial Prediction for Use with Recursive and Non-Recursive Criterion Forms.- Model Validation for Model Selection.- Grouping via the Matching of Repeated Patterns.- Complex Fittings.- Application of adaptive committee classifiers in on-line character recognition.- Learning Complex Action Patterns with CRGST.- IMAGE & SIGNAL PROCESSING APPLICATIONS.- Identification of electrical activity of the brain associated with changes in behavioural performance.- Automatic Camera Calibration for Image Sequences of a Football Match.- Locating and Tracking Facial Landmarks Using Gabor Wavelet Networks.- Complex Images and Complex Filters: A Unified Model for Encoding and Matching Shape and Colour.- White Matter/Gray Matter Boundary Segmentation Using Geometric Snakes: A Fuzzy Deformable Model.- Multiseeded Fuzzy Segmentation on the Face Centered Cubic Grid.- IMAGE FEATURE ANALYSIS & RETRIEVAL.- 3D Wavelet based Video Retrieval.- Combined Invariants to Convolution and Rotation and their Application to Image Registration.- Modelling Plastic Distortion in Fingerprint Images.- Image Retrieval Using a Hierarchy of Clusters.- Texture-adaptive active contour models.- A Generalized Local Binary Pattern Operator for Multiresolution Gray Scale and Rotation Invariant Texture Classification.- Analysis of Curved Textured Surfaces Using Local Spectral Distortion.- Texture Analysis Experiments with Meastex and Vistex Benchmarks.- TUTORIALS.- Advances in Statistical Feature Selection.- Learning-Based Detection, Segmentation and Matching of Objects.- Automated Biometrics.
Includes supplementary material: sn.pub/extras