PCA-based image recognition applications on vision based computing

Charles Z. Liu*, Manolya Kavakli-Thorne

*Corresponding author for this work

Research output: Chapter in Book/Published conference outputChapter


In this chapter, PCA and its extensions applied to computer vision in the areas of image compression, visual tracking, image recognition and super resolution image reconstruction, are critically reviewed and evaluated on the targeted issues in each application as well as the role they play, characteristics, computational cost and suitable applications for each PCA based vision processing technique.

Original languageEnglish
Title of host publicationImage Recognition
Subtitle of host publication Progress, Trends and Challenges
PublisherNova Science Publishers Inc
Number of pages32
ISBN (Electronic)9781536172591
ISBN (Print)9781536172584
Publication statusPublished - 12 May 2020

Bibliographical note

Publisher Copyright:
© 2020 by Nova Science Publishers, Inc. All rights reserved.


  • Image compression
  • Image recognition
  • Super-resolution image reconstruction
  • Visual tracking


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