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Computer Vision Methods for Fast Image Classification and Retrieval - Studies in Computational Intelligence 821 (Paperback)
  • Computer Vision Methods for Fast Image Classification and Retrieval - Studies in Computational Intelligence 821 (Paperback)
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Computer Vision Methods for Fast Image Classification and Retrieval - Studies in Computational Intelligence 821 (Paperback)

(author)
£74.99
Paperback 137 Pages
Published: 28/10/2020
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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.

Publisher: Springer Nature Switzerland AG
ISBN: 9783030121976
Number of pages: 137
Weight: 454 g
Dimensions: 235 x 155 mm
Edition: 1st ed. 2020

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