Identification of different species of Zanthoxyli Pericarpium based on convolution neural network
@article{Tan2020IdentificationOD, title={Identification of different species of Zanthoxyli Pericarpium based on convolution neural network}, author={Chaoqun Tan and Chong Wu and Yongliang Huang and C. Wu and H. Chen}, journal={PLoS ONE}, year={2020}, volume={15} }
Zanthoxyli Pericarpium (ZP) are the dried ripe peel of Zanthoxylum schinifolium Sieb. et Zucc (ZC) or Zanthoxylum bungeanum Maxim (ZB). It has wide range of uses both medicine and food, and favorable market value. The diverse specifications of components of ZP is exceptional, and the common aims of adulteration for economic profit is conducted. In this work, a novel method for the identification different species of ZP is proposed using convolutional neural networks (CNNs). The data used for… CONTINUE READING
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References
SHOWING 1-10 OF 44 REFERENCES
Identification and quantification of counterfeit sesame oil by 3D fluorescence spectroscopy and convolutional neural network.
- Mathematics, Medicine
- Food chemistry
- 2019
- 5
Study of Zanthoxylurn Bungeanum Varieties Discriminating Method by Electronic Nose Technology
- Engineering
- 2013
- 3
Quality evaluation of Hanyuan Zanthoxylum bungeanum Maxim. Using computer vision system combined with artificial neural network: A novel method
- Mathematics
- 2017
- 5
Identification of plant leaf diseases using a nine-layer deep convolutional neural network
- Computer Science
- Comput. Electr. Eng.
- 2019
- 39
Characterization of isobutylhydroxyamides with NGF-potentiating activity from Zanthoxylum bungeanum.
- Chemistry, Medicine
- Bioorganic & medicinal chemistry letters
- 2016
- 19
Combining convolutional neural networks and on-line Raman spectroscopy for monitoring the Cornu Caprae Hircus hydrolysis process.
- Chemistry, Medicine
- Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
- 2019
- 7
Zanthoxylum bungeanum Maxim. (Rutaceae): A Systematic Review of Its Traditional Uses, Botany, Phytochemistry, Pharmacology, Pharmacokinetics, and Toxicology
- Biology, Medicine
- International journal of molecular sciences
- 2017
- 40
- PDF
Transdermal permeation of Zanthoxylum bungeanum essential oil on TCM components with different lipophilicity
- Chemistry
- 2016
- 2
Plant Disease Detection and Classification by Deep Learning
- Computer Science, Medicine
- Plants
- 2019
- 37
- PDF