Computer Vision Methods for Fast Image Classification and Retrieval: 821 (Studies in Computational Intelligence) - Tapa blanda

Libro 326 de 538: Studies in Computational Intelligence

Scherer, Rafał

 
9783030121976: Computer Vision Methods for Fast Image Classification and Retrieval: 821 (Studies in Computational Intelligence)
Tapa blanda
ISBN 10: 3030121976 ISBN 13: 9783030121976
Editorial: Springer, 2020

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2020
Idioma
Inglés
ISBN 10 
3030121976
ISBN 13 
9783030121976
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
148
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Alemania

Otras ediciones populares con el mismo título

9783030121945: Computer Vision Methods for Fast Image Classification and Retrieval: 821 (Studies in Computational Intelligence, 821)

Edición Destacada

ISBN 10:  3030121941 ISBN 13:  9783030121945
Editorial: Springer, 2019
Tapa dura