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结构的、句法的和统计的模式认知

Terry Caelli Springer
出版时间:

2002-09-17  

出版社:

Springer  

作者:

Terry Caelli  

页数:

862  

内容概要

This book constitutes the refereed proceedings of the 9th International Workshop on Structural and Syntctic Pattern Recognition, SSPR 2002 and the 4th International Workshop on Statistical Techniques in Pattern Recognition, SPR 2002 held jointly in Windsor, Ontario, Canada in August 2002.  The 45 revised full papers and 35 poster papers presented together with three invited papers were carefully reviewed and selected from 116 submissions. The papers are organized in topical sections on graphs, grammars, and languages; graphs, strings, and grammars; documents and OCR; image shape analysis and application; density estimation and distribution models; multi classifiers and fusion; feature extraction and selection; general methodology; and image shape analysis and application.

书籍目录

Invited Talks Spectral Methods Using Silhouettesfor View-Based 3-D Object Recognition Machine Learning for Sequential Data: A Review  Graph-Based Methods for Vision: A Yorkist Manifesto SSPR Graphs, Grammars and Languages  Reducing the Computational Cost of Computing Approximated Median Strings  Tree k-Grammar Models for Natural Language Modelling and Parsing  Algorithms for Learning Function Distinguishable Regular Languages Graphs, Strings and Grammars  Non-bayesian Graph Matching without Explicit Compatibility Calculations  Spectral Feature Vectors for Graph Clustering  Identification of Diatoms by Grid Graph Matching   String Edit Distance, Random Walks and Graph Matching  Learning Structural Variations in Shock Trees  A Comparison of Algorithms for Maximum Common Subgraph on Randomly Connected Graphs  Inexact Multisubgraph Matching Using Graph Eigenspace and Clustering Models  Optimal Lower Bound for Generalized Median Problems in Metric Space Documents and OCR  Structural Description to Recognising Arabic Characters Using Decision Tree Learning Techniques  Feature Approach for Printed Document Image Analysis  Example-Driven Graphics Recognition  Estimation of Texels for Regular Mosaics Using Model-Based Interaction Maps  Using Graph Search Techniques for Contextual Colour Retrieval Image Shape Analysis and Application  Comparing Shape and Temporal PDMs  Linear Shape Recognition with Mixtures of Point Distribution Models  Curvature Weighted Evidence Combination for Shape-from-Shading  Probabilistic Decisions in Production Nets: An Example from Vehicle Recognition……Poster PapersSPRPoster PapersAuthor Index


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