Search Results for author: Yao-Guang Wei

Found 2 papers, 0 papers with code

Hyperspectral Imaging Technology and Transfer Learning Utilized in Identification Haploid Maize Seeds

no code implementations30 May 2018 Wen-Xuan Liao, Xuan-Yu Wang, Dong An, Yao-Guang Wei

The experimental results show that, CNN model which is pre-trained by visible light image database can be applied to the near-infrared hyperspectral imaging-based identification of maize seeds, and high accurate identification rate can be achieved.

Transfer Learning

Maize Haploid Identification via LSTM-CNN and Hyperspectral Imaging Technology

no code implementations23 May 2018 Xuan-Yu Wang, Wen-Xuan Liao, Dong An, Yao-Guang Wei

In our study, the first attempt to design a high-accurate identification model of maize haploid seeds from diploid ones based on optimum waveband selection of the LSTM-CNN algorithm is realized via deep learning and hyperspectral imaging technology, with accuracy reaching 97% in the determining optimum waveband of 1367. 6-1526. 4nm.

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