Image Recognition Study on Leaf Characteristics of Medicinal Plants Based on Otsu Dynamic Threshold Segmentation Algorithm
This experiment is designed to realize the recognition of different plants, and the main direction is to study based on the characteristics of plant leaves. First, the core technologies in the experiment, such as preprocessing, feature extraction, feature recognition and other related methods and al...
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| Vydáno v: | 2022 IEEE 2nd International Conference on Mobile Networks and Wireless Communications (ICMNWC) s. 1 - 7 |
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IEEE
02.12.2022
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| Abstract | This experiment is designed to realize the recognition of different plants, and the main direction is to study based on the characteristics of plant leaves. First, the core technologies in the experiment, such as preprocessing, feature extraction, feature recognition and other related methods and algorithms, are introduced in detail, and relevant experiments are carried out. The experimental results show that the accuracy of recognition of some plants can reach about 96%, which is relatively high and can meet the development needs. |
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| AbstractList | This experiment is designed to realize the recognition of different plants, and the main direction is to study based on the characteristics of plant leaves. First, the core technologies in the experiment, such as preprocessing, feature extraction, feature recognition and other related methods and algorithms, are introduced in detail, and relevant experiments are carried out. The experimental results show that the accuracy of recognition of some plants can reach about 96%, which is relatively high and can meet the development needs. |
| Author | Guo, Xingyu Bi, Yidan Yuan, Zihang Zhao, Xin Wu, Wenqiang Wang, Yuxiang Xie, Yanxin Pradeep Kumar, S |
| Author_xml | – sequence: 1 givenname: Zihang surname: Yuan fullname: Yuan, Zihang email: Y1826701011@163.com organization: Electric Institute,Jilin Agricultural Science and Technology College,Jilin,China – sequence: 2 givenname: Yanxin surname: Xie fullname: Xie, Yanxin email: xieyanxin_8@163.com organization: Electric Institute,Jilin Agricultural Science and Technology College,Jilin,China – sequence: 3 givenname: Wenqiang surname: Wu fullname: Wu, Wenqiang email: wuwenqiang@163.com organization: Electric Institute,Jilin Agricultural Science and Technology College,Jilin,China – sequence: 4 givenname: Xingyu surname: Guo fullname: Guo, Xingyu email: AKAxiaoyi@163.com organization: Jilin Agricultural Science and Technology College,Jilin,China – sequence: 5 givenname: Yuxiang surname: Wang fullname: Wang, Yuxiang email: cardistry12138@163.com organization: Electric Institute,Jilin Agricultural Science and Technology College,Jilin,China – sequence: 6 givenname: Xin surname: Zhao fullname: Zhao, Xin email: zx2022zx1021@163.com organization: Electric Institute,Jilin Agricultural Science and Technology College,Jilin,China – sequence: 7 givenname: Yidan surname: Bi fullname: Bi, Yidan email: biyidan1228@163.com organization: Electric Institute,Jilin Agricultural Science and Technology College,Jilin,China – sequence: 8 givenname: S surname: Pradeep Kumar fullname: Pradeep Kumar, S email: pradeepkumar.s@nmit.ac.in organization: Nitte Meenakshi Institute of Technology,Dept. of ECE,Bengaluru,India |
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| Snippet | This experiment is designed to realize the recognition of different plants, and the main direction is to study based on the characteristics of plant leaves.... |
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| SubjectTerms | Blades Character recognition Feature extraction feature extraction algorithm feature recognition Heuristic algorithms image cutting Image recognition Image segmentation recognition comparison algorithm Wireless communication |
| Title | Image Recognition Study on Leaf Characteristics of Medicinal Plants Based on Otsu Dynamic Threshold Segmentation Algorithm |
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