Fundamentals of Image Data Mining: Analysis, Features, Classification and Retrieval 2nd Edition by Dengsheng Zhang 3030692515 9783030692513

Fundamentals of Image Data Mining: Analysis, Features, Classification and Retrieval 2nd Edition Dengsheng Zhang – Ebook Instant Download/Delivery ISBN(s): 9783030692513,3030692515

Product details:

• ISBN 10:3030692515
• ISBN 13:9783030692513
• Author:Dengsheng Zhang

This unique and useful textbook presents a comprehensive review of the essentials of image data mining, and the latest cutting-edge techniques used in the field. The coverage spans all aspects of image analysis and understanding, offering deep insights into areas of feature extraction, machine learning, and image retrieval. The theoretical coverage is supported by practical mathematical models and algorithms, utilizing data from real-world examples and experiments.

Table contents:

1. Fourier Transform
2. Windowed Fourier Transform
3. Wavelet Transform
4. Color Feature Extraction
5. Texture Feature Extraction
6. Shape Representation
7. Bayesian Classification
8. Support Vector Machine
9. Artificial Neural Network
10. Image Annotation with Decision Tree
11. Image Indexing
12. Image Ranking
13. Image Presentation

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