Computer Vision Methods for Fast Image Classi¿cation and Retrieval

Rafa¿ Scherer

ISBN 10: 3030121941 / ISBN 13: 9783030121945

Published by Springer, Palgrave Macmillan Feb 2019, 2019

About this Item

This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 148 pp. Englisch.

Seller Inventory # 9783030121945

Bibliographic Details

• Title: Computer Vision Methods for Fast Image Classi¿cation and Retrieval
• Publisher: Springer, Palgrave Macmillan Feb 2019
• Publication Date: 2019
• Language: English
• ISBN 10: 3030121941
• ISBN 13: 9783030121945
• Binding: Buch
• Condition: Neu
• Dimensions: 241W x 160H x 14D millimeters 241 millimeters width by 160 millimeters height by 14 millimeters depth
• Weight: 395 grams

About this title

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.