CLASSIFICATION OF LEAF TYPE USING ARTIFICIAL NEURAL NETWORKS

Ali Yasar, Ismail Saritas, M. Akif Sahman, A. Oktay Dundar
  • Ismail Saritas
    Affiliation not present
  • M. Akif Sahman
    Affiliation not present
  • A. Oktay Dundar
    Affiliation not present

Abstract

A number of shape features for automatic plant recognition based on digital image processing have been proposed by Pauwels et al. in 2009. Then Silva et al in 2014 have presented database comprises 40 different plant species. We performed in our study a classification process using dataset and artificial neural networks which have been prepared by Silva and et al. It has been determined that classification accuracy is over 92%.

Keywords

Artificial Neural Network; Leaf Dataset; ANN; Levenberg-Marquardt

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Submitted: 2017-02-21 18:46:28
Published: 2015-12-31 00:00:00
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© Prof.Dr. Ismail SARITAS 2013-2019     -    Address: Selcuk University, Faculty of Technology 42031 Selcuklu, Konya/TURKEY.