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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 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.

About This Edition

ISBN: 9783030121945
Publication date:
Author: Rafal Scherer
Publisher: Springer an imprint of Springer International Publishing
Format: Hardback
Pagination: 137 pages
Series: Studies in Computational Intelligence
Genres: Artificial intelligence
Computer vision