Jingfeng Huang

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

Cloud and cloud shadow detection in Landsat imagery based on deep convolutional neural networks

Dengfeng Chai, Shawn Newsam, Hankui K. Zhang et al. · Remote Sensing of Environment · 2019 · 197 citations

Convolutional Neural Network, Image Analysis, Engineering +7

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

Aerial image semantic segmentation using DCNN predicted distance maps

Dengfeng Chai, Shawn Newsam, Jingfeng Huang · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 56 citations

Image Classification, Image Analysis, Machine Vision +7