Sicong Liu

Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art

Pedram Ghamisi, Naoto Yokoya, Jun Li et al. · IEEE Geoscience and Remote Sensing Magazine · 2017 · 827 citations

Engineering, Multispectral Imaging, Earth Science +17

Random Forest and Rotation Forest for fully polarized SAR image classification using polarimetric and spatial features

Peijun Du, Alim Samat, Björn Waske et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2015 · 464 citations

Radar, Engineering, Synthetic Aperture Radar +6

Information fusion techniques for change detection from multi-temporal remote sensing images

Peijun Du, Sicong Liu, Junshi Xia et al. · Information Fusion · 2012 · 206 citations

Machine Vision, Image Analysis, Data Science +11

${{\rm E}^{2}}{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image Classification

Alim Samat, Peijun Du, Sicong Liu et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2014 · 206 citations

Support Vector Machine, Image Analysis, Machine Learning +11

Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images

Lei Ding, Haitao Guo, Sicong Liu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 203 citations · Full text