D. Luo

Pattern Recognition and Image Processing (eBook, PDF)

• Format: PDF

Produktbeschreibung

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).

• 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

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 256
• Erscheinungstermin: 1. September 1998
• Englisch
• ISBN-13: 9780857099761
• Artikelnr.: 40692905

Autorenporträt

Daisheng Luo, Glasgow University, UK

Inhaltsangabe

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