Search

Your search keyword '"Wu, Stephen Gang"' showing total 1 results
Start Over Author "Wu, Stephen Gang" Publication Type Electronic Resources
1 results on '"Wu, Stephen Gang"'

1. A Leaf Recognition Algorithm for Plant Classification Using Probabilistic Neural Network

Author

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

Abstract

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., Comment: 6 pages, 3 figures, 2 tables

Published
2007

Catalog

Books, media, physical & digital resources
See catalog results