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A Leaf Recognition Algorithm for Plant Classification Using Probabilistic Neural Network by Wu, Stephen Gang; Bao, Forrest Sheng; Xu, Eric You; Wang, Yu-Xuan; Chang, Yi-Fan; Xiang, Qiao-Liang is a scholarly article available to read on EtoBox.

What is A Leaf Recognition Algorithm for Plant Classification Using Probabilistic Neural Network about?

In this paper, we employ Probabilistic Neural Network (PNN) with image and data processing techniques to implement a general purpose automated leaf recognition algorithm. 12 leaf features are extracted and orthogonalized into 5 principal variables which consist the input vector of the PNN. The PNN is trained by 1800 leaves to classify 32 kinds of plants with an accuracy greater than 90%. Compared with other approaches, our algorithm is an accurate artificial intelligence approach which is fast in execution and easy in implementation.

Author

Wu, Stephen Gang; Bao, Forrest Sheng; Xu, Eric You; Wang, Yu-Xuan; Chang, Yi-Fan; Xiang, Qiao-Liang

Published

2007

Language

EN