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Content-cased image retrieval : ideas, influences, and current trends / Vipin Tyagi.

Tyagi, Vipin, author.
2017
TA1637
Available Online
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Title
Content-cased image retrieval : ideas, influences, and current trends / Vipin Tyagi.
Author
Tyagi, Vipin, author.
ISBN
9789811067594 (electronic book)
9811067597 (electronic book)
9789811067587
DOI
https://doi.org/10.1007/978-981-10-6759-4
Published
Singapore : Springer, [2017]
Copyright
©2017
Language
English
Description
1 online resource
Item Number
10.1007/978-981-10-6759-4 doi
Call Number
TA1637
Dewey Decimal Classification
006.4/2
Summary
The book describes several techniques used to bridge the semantic gap and reflects on recent advancements in content-based image retrieval (CBIR). It presents insights into and the theoretical foundation of various essential concepts related to image searches, together with examples of natural and texture image types. The book discusses key challenges and research topics in the context of image retrieval, and provides descriptions of various image databases used in research studies. The area of image retrieval, and especially content-based image retrieval (CBIR), is a very exciting one, both for research and for commercial applications. The book explains the low-level features that can be extracted from an image (such as color, texture, shape) and several techniques used to successfully bridge the semantic gap in image retrieval, making it a valuable resource for students and researchers interested in the area of CBIR alike.
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Includes bibliographical references and index.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (viewed January 23, 2018).
Available in Other Form
Print version: 9789811067587
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Chapter 1. Introduction to Image Retrieval
Chapter 2. Image Features
Chapter 3. Content-based Multimedia Information Retrieval: State-of-the-art and Challenges
Chapter 4. Images Matching through Region-based Similarity Technique
Chapter 5. Visual Features In Image Retrieval Through CBIR
Chapter 6. Content based Image Retrieval
Chapter 7. Mathematical Tools for Image Retrieval
Chapter 8. Text based Image Retrieval
Chapter 9. Content based Image Retrieval of Texture Images
Chapter 10. Content based Image Retrieval of Natural Images
Chapter 11. Colored Image Retrieval
Chapter 12. Shape based Image Retrieval
Chapter 13. Geographical image Based Retrieval
Chapter 14. Query Processing Issues in Region-based Image Retrieval
Chapter 15. Research Topics for Next Generation Content based Image Retrieval
Bibliography
Appendix A: Image Databases.

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