Pattern Recognition and Image Processing

1st Edition

Authors: D Luo
Hardcover ISBN: 9781898563525
eBook ISBN: 9780857099761
Imprint: Woodhead Publishing
Published Date: 1st September 1998
Page Count: 256
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Table of Contents

Introduction; Object detection; Shape analysis; Analysis of roundness/sharpness; Orientation analysis; Arrangement analysis; Conclusions; Computer programs.

Description

This book delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant. Object analysis first uses image processing to detect objects and extract their features, then identifies and classifies them by pattern recognition. Its manifold applications include recognition of objects in satellite images which enable discrimination between different objects, such as fishing boats, merchant ships or warships; machine spare parts e.g. screws, nuts etc. (engineering); detection of cancers, ulcers, tumours and so on (medicine); and recognition of soil particles of different types (agriculture or soil mechanics in civil engineering).

Key Features

  • Outlines the identification and classification of objects by electronics-driven image processing and pattern recognition
  • Discusses object detection, shape, roundness and sharpness analysis, orientation analysis and arrangement analysis
  • Delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science and medical imaging

Readership

Advanced undergraduate students, graduate students, and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant


Details

No. of pages:
256
Language:
English
Copyright:
© Woodhead Publishing 1998
Published:
Imprint:
Woodhead Publishing
eBook ISBN:
9780857099761
Hardcover ISBN:
9781898563525

Reviews

This book delivers a course module for advanced undergraduates, postgraduates and researchers of electronics, computing science, medical imaging, or wherever the study of identification and classification of objects by electronics-driven image processing and pattern recognition is relevant. Object analysis first uses image processing to detect objects and extract their features, then identifies and classifies them by pattern recognition. Its manifold applications include recognition of objects in satellite images which enable discrimination between different objects, such as fishing boats, merchant ships or warships; machine spare parts e.g. screws, nuts etc. (engineering); detection of cancers, ulcers, tumours and so on (medicine); and recognition of soil particles of different types (agriculture or soil mechanics in civil engineering).


About the Authors

D Luo Author

Daisheng Luo, Glasgow University, UK

Affiliations and Expertise

Glasgow University, UK