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All papers authored by Alim Samat

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2019 Sicong Liu

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, Qian Du

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, Alim Samat

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, Lorenzo Bruzzone

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Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion

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2017 Alim Samat

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, Claudio Persello, Paolo Gamba

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, Sicong Liu, Jilili Abuduwaili, Erzhu Li

Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

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Erzhu Li, Peijun Du

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, Alim Samat

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, Yaping Meng, Meiqin Che

Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification

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Sicong Liu

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, Yangxiu Zou, Alim Samat

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, Jon Atli Benediktsson, Antonio Plaza

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Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective

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Jieqiong Luo, Peijun Du

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, Alim Samat

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, Junshi Xia, Meiqin Che, Zhaohui Xue

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

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2016 Alim Samat

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, Paolo Gamba, Sicong Liu, Peijun Du

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, Jilili Abuduwaili

Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification

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Alim Samat

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, Jilili Abuduwaili, Sicong Liu, Zelang Miao

Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer

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Xiangjian Xie

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, Shufang Tian, Peijun Du

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, Alim Samat

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, Jike Chen

Quantitative Estimation of Carbonate Rock Fraction in Karst Regions Using Field Spectra in 2.0–2.5 μm

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2015 Erzhu Li, Peijun Du

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, Alim Samat

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, Junshi Xia, Meiqin Che

An automatic approach for urban land-cover classification from Landsat-8 OLI data

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Peijun Du

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, Alim Samat

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, Björn Waske, Sicong Liu, Zhenhong Li

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

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Alim Samat

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, Paolo Gamba, Peijun Du

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, Jieqiong Luo

Active extreme learning machines for quad-polarimetric SAR imagery classification

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Zelang Miao, Wenzhong Shi, Alim Samat

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, Gianni Lisini, Paolo Gamba

Information Fusion for Urban Road Extraction From VHR Optical Satellite Images

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2014 Peijun Du

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, Alim Samat

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, Paolo Gamb, Paolo Gamba, Xiangjian Xie

Polarimetric SAR image classification by Boosted Multiple-Kernel Extreme Learning Machines with polarimetric and spatial features

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Alim Samat

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, Sicong Liu, Jun Li, Liang Cheng

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

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Alim Samat

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, Muhammad Hasan Ali Baig, Sumit Chakravarty, Liang Cheng

Ensemble Learning with Multiple Classifiers and Polarimetric Features for Polarized SAR Image Classification

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