Pixels of Discovery: The Science of Image Retrieval - Softcover

Ansari, Mohd. Aquib; Mewada, Arvind; Naz, Rahat

 
9786208426453: Pixels of Discovery: The Science of Image Retrieval
Softcover
ISBN 10: 6208426456 ISBN 13: 9786208426453
Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

This book offers a comprehensive exploration of Content-Based Image Retrieval (CBIR), a technique that overcomes the limitations of traditional text-based search by leveraging intrinsic visual features such as color, texture, and shape. It highlights the evolution of CBIR, its core methodologies, and practical applications across diverse fields like healthcare, education, commerce, and crime prevention. The book delves into advanced technologies such as feature extraction, relevance feedback, and machine learning models, focusing on how they improve retrieval accuracy and efficiency. Additionally, it addresses significant challenges, including computational complexity, scalability, and ethical issues in implementing CBIR systems. Looking forward, the book explores future innovations in CBIR, such as personalized retrieval, multimodal search, and its integration with emerging technologies like augmented reality. It serves as an essential resource for researchers, practitioners, and innovators, emphasizing CBIR’s transformative potential in a world increasingly driven by image and multimedia data.

"synopsis" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2025
Language
English
ISBN 10 
6208426456
ISBN 13 
9786208426453
Binding
Paperback
Number of pages
104