Jinfan Xu

DeepSpectra: An end-to-end deep learning approach for quantitative spectral analysis

Xiaolei Zhang, Tao Lin, Jinfan Xu et al. · Analytica Chimica Acta · 2019 · 339 citations

Spectral Theory, Engineering, Machine Learning +10

Deep learning for vibrational spectral analysis: Recent progress and a practical guide

Jie Yang, Jinfan Xu, Xiaolei Zhang et al. · Analytica Chimica Acta · 2019 · 275 citations

Engineering, Machine Learning, Data Science +8

DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping

Jinfan Xu, Yue Zhu, Renhai Zhong et al. · Remote Sensing of Environment · 2020 · 241 citations

Cartography, Precision Agriculture, Machine Vision +13

A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level

Hao Jiang, Hao Hu, Renhai Zhong et al. · Global Change Biology · 2019 · 224 citations

Precision Agriculture, Engineering, Land Use +17

Towards interpreting multi-temporal deep learning models in crop mapping

Jinfan Xu, Jie Yang, Xingguo Xiong et al. · Remote Sensing of Environment · 2021 · 172 citations

Crop Mapping, Precision Agriculture, Machine Vision +7