Chapter 8. Feature Extraction
Published Online: 4 AUG 2010
DOI: 10.1002/9780470590416.ch8
Copyright © 2010 the Institute of Electrical and Electronics Engineers, Inc.
Book Title
Image Processing and Pattern Recognition
Additional Information
How to Cite
Shih, F. Y. (2010) Feature Extraction, in Image Processing and Pattern Recognition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470590416.ch8
Publication History
- Published Online: 4 AUG 2010
- Published Print: 12 APR 2010
ISBN Information
Print ISBN: 9780470404614
Online ISBN: 9780470590416
- Summary
- Chapter
- References
Keywords:
- feature extraction, identifying characteristic features - forming good representation of object;
- shape number of objects, allowing interpreting shape information into number - independent of location, size and orientation;
- principal component analysis (PCA) - best data representation in least-square sense for classical recognition
Summary
This chapter contains sections titled:
Fourier Descriptor and Moment Invariants
Shape Number and Hierarchical Features
Corner Detection
Hough Transform
Principal Component Analysis
Linear Discriminate Analysis
Feature Reduction in Input and Feature Spaces
References