10. Face Image Processing and Analysis

  1. Frank Y. Shih

Published Online: 4 AUG 2010

DOI: 10.1002/9780470590416.ch10

Image Processing and Pattern Recognition

Image Processing and Pattern Recognition

How to Cite

Shih, F. Y. (2010) Face Image Processing and Analysis, in Image Processing and Pattern Recognition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470590416.ch10

Publication History

  1. Published Online: 4 AUG 2010
  2. Published Print: 12 APR 2010

ISBN Information

Print ISBN: 9780470404614

Online ISBN: 9780470590416

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Keywords:

  • face recognition;
  • facial feature extraction;
  • image processing;
  • support vector machine (SVM)

Summary

Face recognition is an interdisciplinary field that integrates techniques from image processing, pattern recognition, computer vision, computer graphics, psychology, and evaluation approaches. Automatic extraction of human head, face boundaries, and facial features plays an important role in the areas of access control, criminal identification, security and surveillance systems, human computer interfacing, and model-based video coding. This chapter introduces the application of image processing and pattern recognition on face images. It presents the face and facial feature extraction using support vector machine (SVM). The chapter describes the extraction of head and face boundaries and facial features. It also presents the recognition of facial action units and facial expression recognition.

Controlled Vocabulary Terms

image processing