Today I read a paper titled “A Leaf Recognition Algorithm for Plant Classification Using Probabilistic Neural Network”
The abstract is:
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.