Evaluating the use of an artificial neural network to figure out leaf area

  • Unique Paper ID: 165440
  • Volume: 11
  • Issue: 1
  • PageNo: 2199-2204
  • Abstract:
  • An essential factor in plant monitoring is leaf area. For an accurate measurement of leaf area, an automated approach is required. This paper outlines a process for The measuring of leaf area automatically from images is suggested. The Without referencing the thing, a leaf was photographed. From the picture, four features were retrieved and utilised as input for estimating leaf area, an artificial neural network. The Results from tests indicate that the suggested approach can with a mean absolute relative error of less than when measuring leaf area calculation time of 1% or less.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{165440,
        author = {Dr.MADDALA LAKSHMI NARSIMHA CHARYULU},
        title = {Evaluating the use of an artificial neural network to figure out leaf area},
        journal = {International Journal of Innovative Research in Technology},
        year = {2024},
        volume = {11},
        number = {1},
        pages = {2199-2204},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=165440},
        abstract = {An essential factor in plant monitoring is leaf area. For an accurate measurement of leaf area, an automated approach is required. This paper outlines a process for The measuring of leaf area automatically from images is suggested. The Without referencing the thing, a leaf was photographed. From the picture, four features were retrieved and utilised as input for estimating leaf area, an artificial neural network. The Results from tests indicate that the suggested approach can with a mean absolute relative error of less than when measuring leaf area calculation time of 1% or less. },
        keywords = {image processing, autonomous leaf-area measuring, artificial neural network},
        month = {June},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 1
  • PageNo: 2199-2204

Evaluating the use of an artificial neural network to figure out leaf area

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