Alim Samat

58 papers C 4Journal 52Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Spatiotemporal statistical evaluation of recent active and passive satellite-derived soil moisture products across Central Asia under multiple scenarios.
Ecol. Informatics
B. G. Mousa, Alim Samat, Peijun Du, Jilili Abuduwaili, Xiangzhuo Liu, Yousef A. Al-Masnay, Adel Nasri, Marzouk Mohamed Aly Abdelhamid
2025 J jnl
Assessing Ecological Quality Dynamics and Driving Factors in the Irtysh River Basin Using AWBEI and OPGD Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Kaiyue Luo, Alim Samat, Tim Van de Voorde, Wenbo Li, Wenqiang Xu, Jilili Abuduwaili
2025 J jnl
Enhancing Local Climate Zone Classification With MSCA-MSLCZNet: A Multistream Deep Learning Approach.
IEEE Geosci. Remote. Sens. Lett.
Ximing Liu, Luigi Russo, Wenbo Li, Alim Samat, Silvia Liberata Ullo, Paolo Gamba
2024 J jnl
Advances in Remote Sensing and Machine Learning Methods for Invasive Plants Study: A Comprehensive Review.
Remote. Sens.
Muhammad Murtaza Zaka, Alim Samat
2024 J jnl
SNRI: A Signed Normalized Range Index for Remote Sensing of Panax notoginseng Plantations.
IEEE Geosci. Remote. Sens. Lett.
Xiangjian Xie, Alim Samat, Yufeng He, Yuhong Jiang
2024 J jnl
Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification.
Remote. Sens.
Ren Xu, Alim Samat, Enzhao Zhu, Erzhu Li, Wei Li
2023 J jnl
Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu
2023 J jnl
Machine learning-based prediction of sand and dust storm sources in arid Central Asia.
Int. J. Digit. Earth
Wei Wang, Alim Samat, Jilili Abuduwaili, Philippe De Maeyer, Tim Van de Voorde
2022 J jnl
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang
2022 J jnl
An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhiqing Li, Erzhu Li, Alim Samat, Tianyu Xu, Wei Liu, Yihu Zhu
2022 J jnl
Automatic Identification of Sand and Dust Storm Sources Based on Wind Vector and Google Earth Engine.
IEEE Geosci. Remote. Sens. Lett.
Wei Wang, Alim Samat, Jilili Abuduwaili, Chen Wang, Philippe De Maeyer, Tim Van de Voorde
2022 J jnl
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.
IEEE Geosci. Remote. Sens. Lett.
Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang
2022 J jnl
Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions.
Remote. Sens.
Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang
2022 J jnl
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu
2022 J jnl
HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu
2022 J jnl
Improved Bilinear CNN Model for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu
2022 J jnl
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens.
Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili
2022 J jnl
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2022 J jnl
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries.
Sensors
Ximing Liu, Alim Samat, Erzhu Li, Wei Wang, Jilili Abuduwaili
2021 J jnl
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte
2021 J jnl
Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data.
Remote. Sens.
Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson
2021 J jnl
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia
2021 J jnl
Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao
2020 J jnl
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens.
Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma
2020 J jnl
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat
2020 J jnl
Edge Gradient-Based Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li
2020 J jnl
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.
J. Imaging
Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang
2020 J jnl
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles.
Remote. Sens.
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili
2020 J jnl
New Scheme for Impervious Surface Area Mapping From SAR Images With Auxiliary User-Generated Content.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wen Wu, Zelang Miao, Yuelong Xiao, Zhongbin Li, Anshu Zhang, Alim Samat, Nianchun Du, Zhuokui Xu, Paolo Gamba
2020 J jnl
Quantitative Soil Wind Erosion Potential Mapping for Central Asia Using the Google Earth Engine Platform.
Remote. Sens.
Wei Wang, Alim Samat, Yongxiao Ge, Long Ma, Abula Tuheti, Shan Zou, Jilili Abuduwaili
2019 C conf
A Multiscale Superpixel-Guided Filter Approach for VHR Remote Sensing Image Classification.
IGARSS
Sicong Liu, Qing Hu, Alim Samat, Xiaohua Tong
2019 J jnl
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30.
Remote. Sens.
Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia
2019 J jnl
Direct, ECOC, ND and END Frameworks - Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan.
Remote. Sens.
Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin
2019 J jnl
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai
2019 J jnl
High-Resolution Imagery Classification Based on Different Levels of Information.
Remote. Sens.
Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai
2019 J jnl
Integration of Satellite Images and Open Data for Impervious Surface Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Paolo Gamba, Zhongbin Li, Alim Samat, Lixin Wu, Jia Li, Hao Wu
2019 — conf
Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface.
MultiTemp
Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Alim Samat, Sicong Liu
2019 J jnl
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone
2018 J jnl
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018 J jnl
Fuzzy multiclass active learning for hyperspectral image classification.
IET Image Process.
Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018 J jnl
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.
Int. J. Appl. Earth Obs. Geoinformation
Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili
2018 C conf
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
IGARSS
Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2017 C conf
A spectral-spatial multiscale approach for unsupervised multiple change detection.
IGARSS
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma
2017 J jnl
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat
2017 J jnl
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Erzhu Li, Peijun Du, Alim Samat, Yaping Meng, Meiqin Che
2017 J jnl
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett.
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza
2017 J jnl
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification.
Remote. Sens.
Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li
2016 C conf
A multitemporal change detection solution to oil spill monitoring.
IGARSS
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat
2016 J jnl
Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer.
Remote. Sens.
Alim Samat, Paolo Gamba, Jilili Abuduwaili, Sicong Liu, Zelang Miao
2016 J jnl
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit.
Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo
2016 J jnl
Information Fusion for Urban Road Extraction From VHR Optical Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zelang Miao, Wenzhong Shi, Alim Samat, Gianni Lisini, Paolo Gamba
2016 J jnl
Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Alim Samat, Paolo Gamba, Sicong Liu, Peijun Du, Jilili Abuduwaili
2016 J jnl
Quantitative Estimation of Carbonate Rock Fraction in Karst Regions Using Field Spectra in 2.0-2.5 μm.
Remote. Sens.
Xiangjian Xie, Shufang Tian, Peijun Du, Wenfeng Zhan, Alim Samat, Jike Chen
2015 J jnl
Active extreme learning machines for quad-polarimetric SAR imagery classification.
Int. J. Appl. Earth Obs. Geoinformation
Alim Samat, Paolo Gamba, Peijun Du, Jieqiong Luo
2015 — conf
Evaluation on the natural suitability of urban human settlement environment using multisource data.
JURSE
Jieqiong Luo, Peijun Du, Alim Samat, Li Feng
2014 J jnl
E
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng