Alim Samat
Orcid: 0000-0002-9091-6033
According to our database1,
Alim Samat
authored at least 55 papers
between 2014 and 2025.
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Bibliography
2025
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., 2025
2024
Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification.
Remote. Sens., June, 2024
SNRI: A Signed Normalized Range Index for Remote Sensing of Panax notoginseng Plantations.
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Machine learning-based prediction of sand and dust storm sources in arid Central Asia.
Int. J. Digit. Earth, December, 2023
IEEE Geosci. Remote. Sens. Lett., 2023
2022
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
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., 2022
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., 2022
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries.
Sensors, 2022
Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions.
Remote. Sens., 2022
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens., 2022
Automatic Identification of Sand and Dust Storm Sources Based on Wind Vector and Google Earth Engine.
IEEE Geosci. Remote. Sens. Lett., 2022
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.
IEEE Geosci. Remote. Sens. Lett., 2022
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
2021
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
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.
Remote. Sens., 2021
2020
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter.
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.
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.
Remote. Sens., 2020
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles.
Remote. Sens., 2020
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.
J. Imaging, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification.
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.
Remote. Sens., 2019
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30.
Remote. Sens., 2019
Remote. Sens., 2019
Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface.
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.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IET Image Process., 2018
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
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.
IEEE Trans. Geosci. Remote. Sens., 2017
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification.
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.
Remote. Sens., 2017
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens., 2017
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett., 2017
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.
IEEE Trans. Geosci. Remote. Sens., 2016
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.
Remote. Sens., 2016
Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer.
Remote. Sens., 2016
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit., 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Int. J. Appl. Earth Obs. Geoinformation, 2015
Evaluation on the natural suitability of urban human settlement environment using multisource data.
Proceedings of the Joint Urban Remote Sensing Event, 2015
2014
E<sup>2</sup>LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014