Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence, 821, Band 821) - Hardcover

Buch 326 von 538: Studies in Computational Intelligence

Scherer, Rafał

 
9783030121945: Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence, 821, Band 821)
Hardcover
ISBN 10: 3030121941 ISBN 13: 9783030121945
Verlag: Springer, 2019

Inhaltsangabe

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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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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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030121941
ISBN 13 
9783030121945
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
146
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Weitere beliebte Ausgaben desselben Titels

9783030121976: Computer Vision Methods for Fast Image Classification and Retrieval: 821 (Studies in Computational Intelligence)

Vorgestellte Ausgabe

ISBN 10:  3030121976 ISBN 13:  9783030121976
Verlag: Springer, 2020
Softcover