Genetic Programming for Image Classification

Genetic Programming for Image Classification
Author :
Publisher : Springer Nature
Total Pages : 279
Release :
ISBN-10 : 9783030659271
ISBN-13 : 3030659275
Rating : 4/5 (71 Downloads)

Book Synopsis Genetic Programming for Image Classification by : Ying Bi

Download or read book Genetic Programming for Image Classification written by Ying Bi and published by Springer Nature. This book was released on 2021-02-08 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Genetic Programming for Image Classification Related Books

The New GP's Handbook
Language: en
Pages: 174
Authors: Peter Davies
Categories: Medical
Type: BOOK - Published: 2022-02-22 - Publisher: CRC Press

DOWNLOAD EBOOK

General Practice has never been an easy occupation. In the past there were some clear structures and routes for new GPs to take. You could expect to join a prac
How to be a Good Enough GP
Language: en
Pages: 299
Authors: Gerhard Wilke
Categories: Medical
Type: BOOK - Published: 2018-04-19 - Publisher: CRC Press

DOWNLOAD EBOOK

The upheavals of the NHS reforms have caused a great deal of stress and uncertainty in primary care, and professional development and support for general practi
The GP Consultation Reimagined
Language: en
Pages: 192
Authors: Martin Brunet
Categories: Medical
Type: BOOK - Published: 2020-06-01 - Publisher: Scion Publishing Ltd

DOWNLOAD EBOOK

A new and creative way of thinking about the consultation in primary care, for both trainees and practising GPs The book features a unique Two Houses model to h
Genetic Programming for Image Classification
Language: en
Pages: 279
Authors: Ying Bi
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-08 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machin
Mastering Private Equity
Language: en
Pages: 368
Authors: Claudia Zeisberger
Categories: Business & Economics
Type: BOOK - Published: 2017-08-07 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The definitive guide to private equity for investors and finance professionals Mastering Private Equity was written with a professional audience in mind and pro