Computer Vision Methods For Fast Image Classi?Cation And Retrieval (Studies In Computational Intelligence, 821)
Springer
ISBN13:
9783030121945
$118.37
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.
- | Author: Rafal Scherer
- | Publisher: Springer
- | Publication Date: Feb 07, 2019
- | Number of Pages: 146 pages
- | Language: English
- | Binding: Hardcover
- | ISBN-10: 3030121941
- | ISBN-13: 9783030121945
- Author:
- Rafal Scherer
- Publisher:
- Springer
- Publication Date:
- Feb 07, 2019
- Number of pages:
- 146 pages
- Language:
- English
- Binding:
- Hardcover
- ISBN-10:
- 3030121941
- ISBN-13:
- 9783030121945