Feature extraction and image processing for computer vision – Ebook PDF Instant Delivery – ISBN(s): 9780128149768,9780128149775,0128149760,0128149779
Product details:
- ISBN-10 : 0123965497
- ISBN-13 : 978-0123965493
- Author: Mark Nixon
Feature Extraction and Image Processing for Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, “The main strength of the proposed book is the exemplar code of the algorithms.”
Table contents:
1. Introduction
2. Images, sampling and frequency domain processing
3. Image processing
4. Low-level feature extraction (including edge detection)
5. High-level feature extraction: fixed shape matching
6. High-level feature extraction: deformable shape analysis
7. Object description
8. Region-based analysis
9. Moving object detection and description
10. Camera geometry fundamentals
11. Colour images
12. Distance, classification and learning
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