Jingyu Ji

Hyperspectral Image Spatial Super-Resolution via 3D Full Convolutional Neural Network

Shaohui Mei, Xin Yuan, Jingyu Ji et al. · Remote Sensing · 2017 · 321 citations · Full text

Hyperspectral Imaging, Super-resolution Imaging, Convolutional Neural Network +15

Unsupervised Spatial–Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification

Shaohui Mei, Jingyu Ji, Yunhao Geng et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 304 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks

Shaohui Mei, Jingyu Ji, Junhui Hou et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 293 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification

Shaohui Mei, Jingyu Ji, Qianqian Bi et al. · 2016 · 64 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain

Shaohui Mei, Qianqian Bi, Jingyu Ji et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2017 · 26 citations

Spectral Variation, Engineering, Machine Learning +17