Pattern recognition and image processing /
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 a...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge, England ; Philadelphia, Philadelphia ; New Delhi, India :
Woodhead Publishing,
2011.
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| Series: | Woodhead Publishing series in electronic and optical materials.
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| Subjects: | |
| Online Access: | CONNECT |
Table of Contents:
- Front Cover; DAISHENG LUO; Pattern Recognition and Image Processing; Copyright Page; Table of Contents; Preface; Chapter 1. Introduction; 1.1 Image Processing; 1.2 Pattern Recognition; 1.3 Relationship Between Image Processing and Pattern Recognition; 1.4 Image Processing and Pattern Recognition in Object Analysis; 1.5 About This Book; References; Chapter 2. Object Detection; 2.1 Introduction; 2.2 Image Restoration; 2.3 Image Enhancement; 2.4 Image Segmentation; 2.5 Object Detection and Labelling; References; Chapter 3. Shape Analysis; 3.1 Introduction; 3.2 Convex Hull
- 3.3 Convex Hull Based Shape Representation3.4 Fractals; 3.5 Fractals Based Shape Representation; 3.6 Summary; References; Appendix 3A Find the Simple Polygon by Stair-Climbing Method; Chapter 4. Roundness/Sharpness Analysis; 4.1 Introduction; 4.2 Hough Transform; 4.3 Algorithms for Circular Hough Transform; 4.4 Threshold Function T(r); 4.5 Sharp Corners; 4.6 Examples of Roundness/Sharpness Analysis; 4.7 Conclusions; References; Chapter 5. Orientation Analysis; 5.1 Introduction; 5.2 Directed Vein Method; 5.3 Convex Hull Method; 5.4 Principal Component Transformation; 5.5 Moments of Moments
