leaf-analysis

It is a method for leaf analysis which provides estimation of defoliation level, detection and segmentation of insect bites, and leaf reconstruction.

Original papers URL:

https://www.mdpi.com/2073-4395/12/11/2769/htm

https://www.sciencedirect.com/science/article/pii/S2772375522000211

https://ieeexplore.ieee.org/document/9529869

If you use this project, cite:

@Article{agronomy12112769,
    AUTHOR = {Vieira, Gabriel S. and 
             Fonseca, Afonso U. and 
             Rocha, Bruno M. and Sousa, 
             Naiane M. and Ferreira, 
             Julio C. and                         
             Felix, Juliana P. and 
             Lima, Junio C. and 
             Soares, Fabrizzio},
    TITLE = {Insect Predation Estimate Using Binary Leaf Models and Image-Matching Shapes},
    JOURNAL = {Agronomy},
    VOLUME = {12},
    YEAR = {2022},
    NUMBER = {11},
    ARTICLE-NUMBER = {2769},
    URL = {https://www.mdpi.com/2073-4395/12/11/2769},
    ISSN = {2073-4395}
}


@article{gabrielSAT2022,
    Author = {Vieira, Gabriel and 
              Rocha, Bruno and
              Fonseca, Afonso and
              Sousa, Naiane and
              Ferreira, Julio and
              Cabacinha, Christian and
              Soares, Fabrizzio},
    Title = {Automatic Detection of Insect Predation through the Segmentation of Damaged Leaves},
    journal={Smart Agricultural Technology},
    volume={2},
    pages={100056},
    doi={https://doi.org/10.1016/j.atech.2022.100056},
    url = {https://www.sciencedirect.com/science/article/pii/S2772375522000211},
    year={2022}
}


@INPROCEEDINGS{gabrielCOMPSAC2021,
    Author = {Vieira, Gabriel and 
              Sousa, Naiane and
              Rocha, Bruno and
              Fonseca, Afonso and
              Soares, Fabrizzio},
    Title = {A Method for the Detection and Reconstruction of Foliar Damage caused by Predatory Insects},
    booktitle={2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)}, 
    pages={1502-1507},
    doi={10.1109/COMPSAC51774.2021.00223},
    year={2021}
}

You can download the code by:

git clone https://github.com/gabrieldgf4/leaf-analysis.git
cd leaf-analysis

Then, open MATLAB and execute the file "test.m"