Structural, syntactic, and statistical pattern recognition

Structural, syntactic, and statistical pattern recognition - 图书城
作者:
Terry Caelli
ISBN:
9783540440116 , 3540440119
出版社:
Springer; 1 edition
出版日期:
2002-09
定价:
110.00
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内容提要 :
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.
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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.
目录 :
Invited Talks
Spectral Methods Using Silhouettes
for 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 Papers
SPR
Poster Papers
Author Index
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