Abstract
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 language | English |
|---|---|
| Title of host publication | Image Recognition |
| Subtitle of host publication | Progress, Trends and Challenges |
| Publisher | Nova Science Publishers Inc |
| Chapter | 7 |
| Pages | 167-198 |
| Number of pages | 32 |
| ISBN (Electronic) | 9781536172591 |
| ISBN (Print) | 9781536172584 |
| Publication status | Published - 12 May 2020 |
Bibliographical note
Publisher Copyright:© 2020 by Nova Science Publishers, Inc. All rights reserved.
Keywords
- Image compression
- Image recognition
- Super-resolution image reconstruction
- Visual tracking