Leaf recognition using BP-RBF hybrid neural network

Plant recognition has great potential in forestry research and management. A new method combined back propagation neural network and radial basis function neural network to identify tree species using a few features and samples. The process was carried out in three steps: image pretreatment, feature...

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Veröffentlicht in:	Journal of forestry research 2022-04, Vol.33 (2), p.579-589
Hauptverfasser:	Yang, Xin, Ni, Haiming, Li, Jingkui, Lv, Jialuo, Mu, Hongbo, Qi, Dawei
Format:	Artikel
Sprache:	eng
Schlagworte:	Back propagation networks Biomedical and Life Sciences Classifiers Feature extraction Forestry Forestry research Image processing Image segmentation Leaves Life Sciences Neural networks Object recognition Original Paper Plant species Pretreatment Propagation Radial basis function Saturation (color) Texture recognition
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