Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence) - Softcover

Scherer, Rafał

 
9783030121976: Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence)
Softcover
ISBN 10: 3030121976 ISBN 13: 9783030121976
Publisher: Springer, 2020

Synopsis

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.

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

From the Back Cover

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.

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

Publisher
Springer
Publication date
2020
Language
English
ISBN 10 
3030121976
ISBN 13 
9783030121976
Binding
Paperback
Edition number
1
Number of pages
148

Other Popular Editions of the Same Title

9783030121945: Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence, 821)

Featured Edition

ISBN 10:  3030121941 ISBN 13:  9783030121945
Publisher: Springer, 2019
Hardcover