
Pixels of Discovery
The Science of Image Retrieval
LAP Lambert Academic Publishing
Published on 19. February 2025
Book
Paperback/Softback
104 pages
978-620-8-42645-3 (ISBN)
Description
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.
More details
Language
English
Product notice
Paperback (trade)
Unsewn / adhesive bound
Dimensions
Height: 220 mm
Width: 150 mm
Thickness: 7 mm
Weight
173 gr
ISBN-13
978-620-8-42645-3 (9786208426453)
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Schweitzer Classification
Persons
Dr. Mohd. Aquib Ansari, Assistant Professor, SCSET, Bennett University, Greater Noida, IndiaDr. Arvind Mewada, Assistant Professor, SCSET, Bennett University, Greater Noida, IndiaMs. Rahat Naz, Assistant Professor, CSED, IILM University, Greater Noida, IndiaDr. Mayank Kumar Rusia, HoD(CSE), Shahodra Rai Government Polytechnic College, Sagar, India.