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Handbook of pattern recognition and computer vision - Research Book

Handbook of pattern recognition and computer vision - Research Book

Great Research Book in Handbook of pattern recognition and computer vision

Author(s) Name:  C H Chen and P S P Wang

About the Book:

   Pattern recognition and computer vision and their applications have experienced enormous progress in research and development over the last two decades. This comprehensive handbook, with chapters by leading experts in their fields, documents both the basics and new and advanced results.
   The book gives the most total treatment of basic methods in pattern recognition including statistical, neurocomputing, syntactic/structural/grammatical approaches, feature selection and cluster analysis; and an extensive presentation of basic methods in computer vision including texture analysis and models, color, geometrical tools, image sequence analysis, etc. Major and unique applications are also covered, such as food handling using computer vision, non-destructive evaluation of materials, applications in economics and business, medical image recognition and understanding, etc. Broader system aspects are also examined, including optical pattern recognition and architectures for computer vision.
   Researchers, students and users of pattern recognition and computer vision will find the book an essential reference tool. The volume is also an invaluable collection of basic techniques and principles, which would otherwise be hard to assemble, in one convenient volume.

Table of Contents

  • Cluster Analysis And Related Issues
  • Statistical Pattern Recognition
  • Large-Scale Feature Selection
  • On Automatic Feature Selection
  • A Note On Genetic Algorithms For Large-Scale Feature Selection
  • Constrained Genetic Optimization Via Dynamic Reward-Penalty Balancing And Its Use In Pattern Recognition
  • Neural Net Computing For Pattern Recognition
  • Structural And Syntactic Pattern Recognition
  • A Formal Parallel Model For Three-Dimensional Object Pattern Representation
  • Texture Analysis
  • Model-Based Texture Segmentation And Classification
  • Color In Computer Vision
  • Projective Geometry And Computer Vision
  • 3-D Motion Analysis From Image Sequences Using Point Correspondences
  • Segmentation Tools In Mathematical Morphology
  • Parallel Thinning Algorithm For Binary Digital Patterns
  • ISBN:  978-981-4656-52-8

    Publisher:  World Scientific Publishing

    Year of Publication:  2016

    Book Link:  Home Page Url