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Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence) - Softcover
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.
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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.
- PublisherSpringer
- Publication date2020
- ISBN 10 3030121976
- ISBN 13 9783030121976
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages148
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Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence)
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Computer Vision Methods for Fast Image Classi¿cation and Retrieval
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ISBN 10: 3030121976
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 148 pp. Englisch. Seller Inventory # 9783030121976
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Computer Vision Methods for Fast Image Classi¿cation and Retrieval
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Springer International Publishing, 2020
ISBN 10: 3030121976
ISBN 13: 9783030121976
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783030121976
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Computer Vision Methods for Fast Image Classi¿cation and Retrieval
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Highlights new research and techniques Presents methods for accelerating image retrieval and classification in large datasets Includes selected methods that are designed to work directly in . Seller Inventory # 410368170
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Computer Vision Methods for Fast Image Classi?cation and Retrieval
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Computer Vision Methods for Fast Image Classi¿cation and Retrieval
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Taschenbuch. Condition: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 148 pp. Englisch. Seller Inventory # 9783030121976
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Computer Vision Methods for Fast Image Classication and Retrieval (Studies in Computational Intelligence, 821)
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