عنوان

Computer Vision Methods for Fast Image Classification and Retrieval

(Number (ISBN

3030121941

(Number (ISBN

303012195X

(Number (ISBN

9783030121945

(Number (ISBN

9783030121952

Erroneous ISBN

9783030121945

Erroneous ISBN

9783030121976

Title Proper

Computer Vision Methods for Fast Image Classification and Retrieval

General Material Designation

[Book]

First Statement of Responsibility

Rafał Scherer.

Place of Publication, Distribution, etc.

Cham :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2020.

Specific Material Designation and Extent of Item

1 online resource (IX, 137 pages 85 illustrations, 55 illustrations in color.) :

Other Physical Details

online resource

Series Title

Studies in Computational Intelligence,

Volume Designation

821

ISSN of Series

1860-949X ;

Text of Note

Preface -- Chapter 1. Introduction -- Chapter 2. Feature Detection -- Chapter 3. Image Indexing Techniques -- Chapter 4. Novel Methods for Image Description -- Chapter 5. Image Retrieval and Classification in Relational Databases etc.

0

Text of Note

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.

International Standard Book Number

9783030121945

International Standard Book Number

9783030121969

International Standard Book Number

9783030121976

Computer vision.

Engineering.

Computer vision.

Engineering.

COM004000

UYQ

UYQ

Number

Edition

Class number

Scherer, Rafał.

Date of Transaction

20200823082850.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y