Book Details
Format
Paperback / Softback
Book Series
Studies in Computational Intelligence
ISBN-10
3030121976
ISBN-13
9783030121976
Edition
2020 ed.
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 28th, 2020
Print length
137 Pages
Weight
240 grams
Dimensions
23.40 x 15.40 x 1.30 cms
Product Classification:
Computer visionImage processing
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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.
Get Computer Vision Methods for Fast Image Classi?cation and Retrieval by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer Nature Switzerland AG and it has pages.