Genetic Programming for Image Classification

Name: Genetic Programming for Image Classification
Brand: Springer Nature Switzerland AG
SKU: 9783030659264
Price: 157.63 EUR
Availability: InStock

Автор: Mengjie Zhang, Bing Xue

Език:

Корици: С твърди корици

Издател: Springer Nature Switzerland AG

Наличност: Външен склад

Изпращаме след 10-13 дни

157.63 € 308.31 лв

This book offers several new GP approaches to feature learning for image classification. Image class...

Информация за книгата

Автор

Mengjie Zhang, Bing Xue

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2021

страници

288

EAN

9783030659264

ISBN

3030659267

Enbook ID

33635068

Издател

Springer Nature Switzerland AG

Теглоt

600

Размери

160 x 241 x 21

Пълно описание

This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate and postgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Genetic Programming for Image Classification

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също