9781835450086: Machine Vision Applications in Agriculture: 108
Brossura
ISBN 10: 1835450083 ISBN 13: 9781835450086
Casa editrice: Burleigh Dodds Science Pub, 2024

Sinossi

This book features five peer-reviewed reviews on machine vision applications in agriculture.

The first chapter examines recent advances in machine vision technologies for the measurement of soil texture, structure and topography. The chapter also provides an overview of the basic principles of machine vision technologies, focussing on areas such as 3D surface modelling.

The second chapter considers the use of machine learning methods to classify multiple diseases across several different crop types. The chapter also explains how deep learning for image analysis and classification works.

The third chapter presents an overview of the use of machine learning for agri-robotics, including the main trends of the last decade. It also discusses the use of machine learning for data analysis and decision-making for perception and navigation.

The fourth chapter addresses the prospects of machine vision application in plant factories with artificial lighting. The chapter also summarises recent research utilising this technology, including plant growth monitoring, robot operation assistance and fruit grading.

The final chapter reviews advances in computer vision-based technologies for precision livestock farming. The chapter also reviews how automation in image analysis can promote smart management of livestock to improve health and welfare.

  • Reviews the use of machine vision technologies to measure soil texture, structure and topography
  • Provides an overview of recent advances in the use of machine learning in agri-food robotics
  • Considers the application of machine vision in indoor farming, focussing on its use in plant factories with artificial lighting

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

This book features five peer-reviewed reviews on machine vision applications in agriculture.

The first chapter examines recent advances in machine vision technologies for the measurement of soil texture, structure and topography. The chapter also provides an overview of the basic principles of machine vision technologies, focussing on areas such as 3D surface modelling.

The second chapter considers the use of machine learning methods to classify multiple diseases across several different crop types. The chapter also explains how deep learning for image analysis and classification works.

The third chapter presents an overview of the use of machine learning for agri-robotics, including the main trends of the last decade. It also discusses the use of machine learning for data analysis and decision-making for perception and navigation.

The fourth chapter addresses the prospects of machine vision application in plant factories with artificial lighting. The chapter also summarises recent research utilising this technology, including plant growth monitoring, robot operation assistance and fruit grading.

The final chapter reviews advances in computer vision-based technologies for precision livestock farming. The chapter also reviews how automation in image analysis can promote smart management of livestock to improve health and welfare.

What is an Instant Insight?
An Instant Insight gives you immediate access to key research on a topic, allowing you to get right to the heart of a subject in an instant and empowering you to contribute to sustainable agriculture.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Burleigh Dodds Science Pub
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1835450083
ISBN 13 
9781835450086
Rilegatura
Copertina flessibile
Numero di pagine
190
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

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Hamburg
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