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模式识别进展-ICAPR 2001Advances in pattern recognition(模式识别进展-ICAPR 2001)

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模式识别进展-ICAPR 2001Advances in pattern recognition(模式识别进展-ICAPR 2001)

最 低 价:¥563.20

定 价:¥654.84

作 者:SameerSingh 著

出 版 社:湖南文艺出版社

出版时间:2001-12-1

I S B N:9783540417675

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The LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science resarch forum available.
The scope of LNCS, including its subseries LNAI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. The type of material publised traditionally includes.
-proceedings(published in time for the respective conference)
-post-proceedings(consisting of thoroughly revised final full papers)
-research monographs(which may be basde on outstanding PhD work, research projects, technical reports, etc.)

内容简介

This book constitutes the refereed proceedings of the Second International Conference on Advances in Pattern Recognition, ICAPR 2001, held in Rio de Janeiro, Brazil in March 2001.The 40 revised full papers presented together with three invited papers and two tutorial presentations were carefully reviewed and selected for inclusion in the proceedings. The book is organized in topical sections on neural networks and computational intelligence, character recognition and document analysis, feature selection and analysis, pattern recognition and classification, image and signal processing applications, and image feature analysis and retrieval.

作者简介

目录

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 Representatio in Panoramic Images
NEURAL NETWORKS & COMPUTATIONAL INTELLIGENCE
 A Cascaded Genetic Algorithm for Efficient Optimization and Pattei Matching
 Using Unlabelled Data to Train a Multilayer Perceptron
 A Neural Multi-expert Classification System for MPEG Audio Segmenation
 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 Mode and Structured Representations
 Handwriting Quality Evaluation
FEATURE SE;ECTOPM & AMAMUSOS
PATTERN RECOGNITION & CMASSOFOCATOPM
IMAGE & SIGNAL PROCESSING APPLICATIONS
IMAGE FEATURE ANALYSIS & RETRIEVAL
TUTORIALS
AUTHOR BIOGRAPHIES
AUTHOR INDEX

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