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Computer Vision Methods for Fast Image Classification and Retrieval (Studies in Computational Intelligence, 821) - Hardcover
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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- PublisherSpringer
- Publication date2019
- ISBN 10 3030121941
- ISBN 13 9783030121945
- BindingHardcover
- Edition number1
- Number of pages146
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Computer Vision Methods for Fast Image Classi?cation and Retrieval (Studies in Computational Intelligence, 821, Band 821) [Hardcover] Scherer, Rafal
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Computer Vision Methods for Fast Image Classication and Retrieval (Studies in Computational Intelligence) by Scherer, Rafa [Hardcover ]
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Computer Vision Methods for Fast Image Classi¿cation and Retrieval
Published by
Springer International Publishing Feb 2019, 2019
ISBN 10: 3030121941
ISBN 13: 9783030121945
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Buch. 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 # 9783030121945
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Computer Vision Methods for Fast Image Classi?cation and Retrieval
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Hardcover. Condition: Brand New. 137 pages. 9.25x6.25x0.50 inches. In Stock. Seller Inventory # x-3030121941
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