Computer Vision Methods for Fast Image Classification and Retrieval

Computer Vision Methods for Fast Image Classification and Retrieval
Author :
Publisher : Springer
Total Pages : 144
Release :
ISBN-10 : 9783030121952
ISBN-13 : 303012195X
Rating : 4/5 (52 Downloads)

Book Synopsis Computer Vision Methods for Fast Image Classification and Retrieval by : Rafał Scherer

Download or read book Computer Vision Methods for Fast Image Classification and Retrieval written by Rafał Scherer and published by Springer. This book was released on 2019-01-29 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents selected methods for accelerating image retrieval and classification in large collections of images using what are referred to as ‘hand-crafted features.’ It introduces readers to novel rapid image description methods based on local and global features, as well as several techniques for comparing images. Developing content-based image comparison, retrieval and classification methods that simulate human visual perception is an arduous and complex process. The book’s main focus is on the application of these methods in a relational database context. The methods presented are suitable for both general-type and medical images. Offering a valuable textbook for upper-level undergraduate or graduate-level courses on computer science or engineering, as well as a guide for computer vision researchers, the book focuses on techniques that work under real-world large-dataset conditions.


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