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模式识别进展-ICAPR 2001Advances in pattern recognition(模式识别进展-ICAPR 2001)书籍详细信息

  • ISBN:9783540417675
  • 作者:暂无作者
  • 出版社:暂无出版社
  • 出版时间:2001-12
  • 页数:467
  • 价格:523.90
  • 纸张:胶版纸
  • 装帧:平装
  • 开本:暂无开本
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  • 更新时间:2025-01-20 15:46:11

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.


书籍目录:

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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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.

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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.

length: (cm)23.3                 width:(cm)15.4


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