Content-Based Image Retrieval Ideas, Influences, and Current Trends /

• Main Author: Tyagi, Vipin (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Subjects: Computer science.; Data structures (Computer science).; Image processing.; Pattern recognition.; Computer science > Mathematics.; Computer mathematics.; Computer Science.; Image Processing and Computer Vision.; Data Structures, Cryptology and Information Theory.; Pattern Recognition.; Signal, Image and Speech Processing.; Mathematical Applications in Computer Science.; Mathematical and Computational Engineering.

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 t...

Table of Contents:

• 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. Color based 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.