Alim Samat

According to our database, Alim Samat authored at least 52 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Machine learning-based prediction of sand and dust storm sources in arid Central Asia.

Wei Wang, Alim Samat, Jilili Abuduwaili, Philippe De Maeyer, Tim Van de Voorde

Int. J. Digit. Earth, December, 2023

Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images.

Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu

IEEE Geosci. Remote. Sens. Lett., 2023

2022

A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.

Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang

IEEE Trans. Geosci. Remote. Sens., 2022

Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.

Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong

IEEE Trans. Geosci. Remote. Sens., 2022

HOLP-DF: HOLP Based Screening Ultrahigh Dimensional Subfeatures in Deep Forest for Remote Sensing Image Classification.

Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

An Object-Oriented CNN Model Based on Improved Superpixel Segmentation for High-Resolution Remote Sensing Image Classification.

Zhiqing Li, Erzhu Li, Alim Samat, Tianyu Xu, Wei Liu, Yihu Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries.

Ximing Liu, Alim Samat, Erzhu Li, Wei Wang, Jilili Abuduwaili

Sensors, 2022

Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions.

Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang

Remote. Sens., 2022

Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.

Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili

Remote. Sens., 2022

Automatic Identification of Sand and Dust Storm Sources Based on Wind Vector and Google Earth Engine.

Wei Wang, Alim Samat, Jilili Abuduwaili, Chen Wang, Philippe De Maeyer, Tim Van de Voorde

IEEE Geosci. Remote. Sens. Lett., 2022

CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.

Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang

IEEE Geosci. Remote. Sens. Lett., 2022

First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification.

Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu

IEEE Geosci. Remote. Sens. Lett., 2022

Improved Bilinear CNN Model for Remote Sensing Scene Classification.

Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu

IEEE Geosci. Remote. Sens. Lett., 2022

2021

GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.

Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Improving Deep Forest via Patch-Based Pooling, Morphological Profiling, and Pseudo Labeling for Remote Sensing Image Classification.

Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification.

Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data.

Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson

Remote. Sens., 2021

2020

An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter.

Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

New Scheme for Impervious Surface Area Mapping From SAR Images With Auxiliary User-Generated Content.

Wen Wu, Zelang Miao, Yuelong Xiao, Zhongbin Li, Anshu Zhang, Alim Samat, Nianchun Du, Zhuokui Xu, Paolo Gamba

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Quantitative Soil Wind Erosion Potential Mapping for Central Asia Using the Google Earth Engine Platform.

Wei Wang, Alim Samat, Yongxiao Ge, Long Ma, Abula Tuheti, Shan Zou, Jilili Abuduwaili

Remote. Sens., 2020

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

Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili

Remote. Sens., 2020

A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.

Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma

Remote. Sens., 2020

Edge Gradient-Based Active Learning for Hyperspectral Image Classification.

Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li

IEEE Geosci. Remote. Sens. Lett., 2020

Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.

Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang

J. Imaging, 2020

2019

Integration of Satellite Images and Open Data for Impervious Surface Classification.

Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Paolo Gamba, Zhongbin Li, Alim Samat, Lixin Wu, Jia Li, Hao Wu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

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

Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.

Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

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.

Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin

Remote. Sens., 2019

Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30.

Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia

Remote. Sens., 2019

High-Resolution Imagery Classification Based on Different Levels of Information.

Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai

Remote. Sens., 2019

Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface.

Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Alim Samat, Sicong Liu

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

A Multiscale Superpixel-Guided Filter Approach for VHR Remote Sensing Image Classification.

Sicong Liu, Qing Hu, Alim Samat, Xiaohua Tong

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.

Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Fuzzy multiclass active learning for hyperspectral image classification.

Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili

IET Image Process., 2018

Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.

Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili

Int. J. Appl. Earth Obs. Geoinformation, 2018

Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.

Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

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

Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat

IEEE Trans. Geosci. Remote. Sens., 2017

Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.

Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

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

Erzhu Li, Peijun Du, Alim Samat, Yaping Meng, Meiqin Che

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

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

Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li

Remote. Sens., 2017

Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.

Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma

Remote. Sens., 2017

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

Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza

IEEE Geosci. Remote. Sens. Lett., 2017

A spectral-spatial multiscale approach for unsupervised multiple change detection.

Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

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

Alim Samat, Paolo Gamba, Sicong Liu, Peijun Du, Jilili Abuduwaili

IEEE Trans. Geosci. Remote. Sens., 2016

Information Fusion for Urban Road Extraction From VHR Optical Satellite Images.

Zelang Miao, Wenzhong Shi, Alim Samat, Gianni Lisini, Paolo Gamba

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

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

Xiangjian Xie, Shufang Tian, Peijun Du, Wenfeng Zhan, Alim Samat, Jike Chen

Remote. Sens., 2016

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

Alim Samat, Paolo Gamba, Jilili Abuduwaili, Sicong Liu, Zelang Miao

Remote. Sens., 2016

Improved hyperspectral image classification by active learning using pre-designed mixed pixels.

Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo

Pattern Recognit., 2016

A multitemporal change detection solution to oil spill monitoring.

Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Active extreme learning machines for quad-polarimetric SAR imagery classification.

Alim Samat, Paolo Gamba, Peijun Du, Jieqiong Luo

Int. J. Appl. Earth Obs. Geoinformation, 2015

Evaluation on the natural suitability of urban human settlement environment using multisource data.

Jieqiong Luo, Peijun Du, Alim Samat, Li Feng

Proceedings of the Joint Urban Remote Sensing Event, 2015

2014

E²LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification.

Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014