Title
Content-based image classification : efficient machine learning using robust feature extraction techniques / Rik Das.
ISBN
9780429352928 (electronic book)
0429352921 (electronic book)
9781000280470 (electronic book)
1000280470 (electronic book)
9780367371609
9781000280715 (electronic book)
1000280713 (electronic book)
9781000280593 (electronic book)
1000280594 (electronic book)
9780367639280
036737160X
Published
Boca Raton, FL : CRC Press, 2020.
Language
English
Description
1 online resource ( xvi, 180 pages)
Item Number
10.1201/9780429352928 doi
Call Number
Z699.5.P53 D37 2020
Dewey Decimal Classification
025.040285/66
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users
Reproduction
Electronic reproduction. Ann Arbor, MI Available via World Wide Web.
Source of Description
Online resource; title from PDF title page (Taylor & Francis, viewed January 20, 2021).
Available in Other Form
Print version: 9780367371609
1.Introduction to Content Based Image Classification. 2. A Review of Hand-crafted Feature Extraction Techniques for Content Based Image Classification. 3. Content Based Feature Extraction: Color Averaging. 4. Content Based Feature Extraction: Image Binarization. 5. Content Based Feature Extraction: Image Transforms. 6. Content Based Feature Extraction: Morphological Operators.7. Content Based Feature Extraction: Texture Components. 8. Fusion Based Classification: A Comparison of Early Fusion and Late Fusion Architecture for Content Based Features. 9. Future Directions: A Journey from Handcrafted Techniques to Representation Learning. 10. WEKA: Beginners' Tutorial
