Raman spectrum classification based on transfer learning by a convolutional neural network: Application to pesticide detection

Jiaqi Hu,Yanqiu Zou,Biao Sun, Xinyao Yu,Ziyang Shang,Jie Huang,Shangzhong Jin,Pei Liang

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2022）

引用 19|浏览20

暂无评分

摘要

•A transfer learning method for classify Raman spectra was proposed first time.•CNN-1D, Resnet-1D and Inception-1D have improved the accuracy of spectrum classification.•Transfer learning can improve the feature extraction capability.

查看译文

关键词

Raman spectrum,Pesticide residue,Transfer learning,Sorting algorithms,Convolutional Neural Networks

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要