Skip to main content
Top

2023 | OriginalPaper | Chapter

Plant Disease Detection Using Image Processing Methods in Agriculture Sector

Authors : Bibhu Santosh Behera, K. S. S. Rakesh, Patrick Kalifungwa, Priya Ranjan Sahoo, Maheswata Samal, Rakesh Kumar Sahu

Published in: Intelligent Communication Technologies and Virtual Mobile Networks

Publisher: Springer Nature Singapore

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

search-config
loading …

Abstract

Agriculture serves as the backbone of a country’s economy and is vital. Various tactics are being implemented in order to maintain awareness of good and disease-free yield creation. In the rural areas, steps are being done to aid ranchers with the best kind of insect sprays and pesticides. In a harvest, disease usually affects the leaves, causing the crop to lack proper nutrients and, as a result, its quality and quantity to suffer. In this study, we use programming to recognise the impacted region in a leaf organically and provide it with a better arrangement. We use several image processing algorithms to determine the impacted region of a leaf. It consists of several steps, including the acquisition of images. It consists of many processes, including image acquisition, image pre-processing, division, and highlights extraction.

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

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Padmavathi K, Thangadurai K (2016) Implementation of RGB and grayscale pictures in plant leaves disease detection—a comparison study. Indian J Sci Technol 9(1):1–6 Padmavathi K, Thangadurai K (2016) Implementation of RGB and grayscale pictures in plant leaves disease detection—a comparison study. Indian J Sci Technol 9(1):1–6
2.
go back to reference Dr. Thangadurai K, Padmavathi K “Computer vision image enhancement for plant leaves disease detection.” In 2014 World congress on computing and communication technologies Dr. Thangadurai K, Padmavathi K “Computer vision image enhancement for plant leaves disease detection.” In 2014 World congress on computing and communication technologies
3.
go back to reference Jhuria M, Kumar A, Borse R “Image processing for smart farming: disease detection and fruit grading.” In: Proceedings of the 2013 IEEE second international conference on image information processing, (ICIIP-2013) Jhuria M, Kumar A, Borse R “Image processing for smart farming: disease detection and fruit grading.” In: Proceedings of the 2013 IEEE second international conference on image information processing, (ICIIP-2013)
4.
go back to reference Gonzalez RC, Woods RE “Digital picture processing” Gonzalez RC, Woods RE “Digital picture processing”
Metadata
Title
Plant Disease Detection Using Image Processing Methods in Agriculture Sector
Authors
Bibhu Santosh Behera
K. S. S. Rakesh
Patrick Kalifungwa
Priya Ranjan Sahoo
Maheswata Samal
Rakesh Kumar Sahu
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-1844-5_60