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Computer Vision Methods for Fast Image Classification and Retrieval on Hardback by Rafal Scherer
Computer Vision Methods for Fast Image Classification and Retrieval on Hardback by Rafal Scherer
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Computer Vision Methods for Fast Image Classification and Retrieval

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Description

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.
Release date Australia
February 7th, 2019
Author
Pages
137
Edition
1st ed. 2020
Audience
  • Professional & Vocational
Illustrations
55 Illustrations, color; 30 Illustrations, black and white; IX, 137 p. 85 illus., 55 illus. in color.
ISBN-13
9783030121945
Product ID
28995043

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