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Computer Vision Methods for Fast Image Classi?cation and Retrieval - Studies in Computational Intelligence
1st Edition 2020
Paperback (28 Oct 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.
Book information
ISBN: | 9783030121976 |
Publisher: | Springer International Publishing |
Imprint: | Springer |
Pub date: | 28 Oct 2020 |
Edition: | 1st Edition 2020 |
Language: | English |
Number of pages: | 137 |
Weight: | 454g |
Height: | 235mm |
Width: | 155mm |
Spine width: | 8mm |