Shihong Du

Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

Wenzhi Zhao, Shihong Du · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 1.2K citations

Engineering, Machine Learning, Spatial Feature Extraction +18

Learning multiscale and deep representations for classifying remotely sensed imagery

Wenzhi Zhao, Shihong Du · ISPRS Journal of Photogrammetry and Remote Sensing · 2016 · 391 citations

Deep Representations, Image Classification, Computer Vision +12

The relationships between landscape compositions and land surface temperature: Quantifying their resolution sensitivity with spatial regression models

Song Juer, Shihong Du, Xin Feng et al. · Landscape and Urban Planning · 2014 · 259 citations

Landscape Compositions, Engineering, Land Use +12

Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data

Xiuyuan Zhang, Shihong Du, Qiao Wang · ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 259 citations

Spatial Reasoning, Urban Geography, Cartography +12

Object-Based Convolutional Neural Network for High-Resolution Imagery Classification

Wenzhi Zhao, Shihong Du, William J. Emery · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2017 · 227 citations

Deep Learning Strategy, Image Classification, Machine Vision +13