Alim Samat

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

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification

Erzhu Li, Junshi Xia, Peijun Du et al. · IEEE Transactions on Geoscience and Remote Sensing · 2017 · 295 citations

Convolutional Neural Network, Engineering, Machine Learning +19

${{\rm E}^{2}}{\rm LMs}$: 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

Spatiotemporal Pattern of PM2.5 Concentrations in Mainland China and Analysis of Its Influencing Factors using Geographically Weighted Regression

Jieqiong Luo, Peijun Du, Alim Samat et al. · Scientific Reports · 2017 · 173 citations · Full text

Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles

Alim Samat, Erzhu Li, Wei Wang et al. · Remote Sensing · 2020 · 109 citations · Full text

Engineering, Machine Learning, Multispectral Imaging +21