Skip to main content
EXTENDED SEARCH
Log in
Top

Plants Classification Using Neural Shifted Legendre-Fourier Moments

  • 2020
  • OriginalPaper
  • Chapter
Published in:
Authors
Abderrahmane Machhour
Amal Zouhri
Mostafa El Mallahi
Zakia Lakhliai
Ahmed Tahiri
Driss Chenouni
Published in
Advances in Smart Technologies Applications and Case Studies
Publisher
Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Plants are the primary food source of humans. They are the raw material of most medicines. Therefore, it was necessary to use artificial intelligence to help those interested in plants to classify and identify various plants types quickly and accurately. In this article we present Neural Shifted Legendre-Fourier Moments, we used shifted Legendre-Fourier moments to extract features from leaves images and build descriptor vectors. These vectors are the inputs of the artificial neural network. We tested this model on MalayaKew (MK) Leaf dataset and we got important results. The validity of this proposed method has been provided under different transformations.

Please log in to get access to your license.

Log in Register for free

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Business + Economics & Engineering + Technology"

Online-Abonnement

Springer Professional "Business + Economics & Engineering + Technology" gives you access to:

  • more than 102.000 books
  • more than 537 journals

from the following subject areas:

  • Automotive
  • Construction + Real Estate
  • Business IT + Informatics
  • Electrical Engineering + Electronics
  • Energy + Sustainability
  • Finance + Banking
  • Management + Leadership
  • Marketing + Sales
  • Mechanical Engineering + Materials
  • Insurance + Risk


Secure your knowledge advantage now!

inform now

Springer Professional "Engineering + Technology"

Online-Abonnement

Springer Professional "Engineering + Technology" gives you access to:

  • more than 67.000 books
  • more than 390 journals

from the following specialised fileds:

  • Automotive
  • Business IT + Informatics
  • Construction + Real Estate
  • Electrical Engineering + Electronics
  • Energy + Sustainability
  • Mechanical Engineering + Materials





 

Secure your knowledge advantage now!

inform now

Springer Professional "Business + Economics"

Online-Abonnement

Springer Professional "Business + Economics" gives you access to:

  • more than 67.000 books
  • more than 340 journals

from the following specialised fileds:

  • Construction + Real Estate
  • Business IT + Informatics
  • Finance + Banking
  • Management + Leadership
  • Marketing + Sales
  • Insurance + Risk



Secure your knowledge advantage now!

inform now
previous chapter Machine Vision-Based Cocoa Beans Fermentation Degree Assessment
next chapter Criteria for Security Classification of Smart Home Energy Management Systems
Title
Plants Classification Using Neural Shifted Legendre-Fourier Moments
Authors
Abderrahmane Machhour
Amal Zouhri
Mostafa El Mallahi
Zakia Lakhliai
Ahmed Tahiri
Driss Chenouni
Copyright Year
2020
Book
Advances in Smart Technologies Applications and Case Studies

Print ISBN: 978-3-030-53186-7

Electronic ISBN: 978-3-030-53187-4

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-3-030-53187-4_18
This content is only visible if you are logged in and have the appropriate permissions.