Alim Samat

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 51

Top Topics

Image Classification

Top Venues

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

IEEE Geosci. Remote. Sens. Lett.

Publications

Ren Xu, Alim Samat, Enzhao Zhu, Erzhu Li, Wei Li
Unsupervised Domain Adaptation with Contrastive Learning-Based Discriminative Feature Augmentation for RS Image Classification. Remote. Sens. 16 (11) (2024)
Xiangjian Xie, Alim Samat, Yufeng He, Yuhong Jiang
SNRI: A Signed Normalized Range Index for Remote Sensing of Panax notoginseng Plantations. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Zhiqing Li, Erzhu Li, Tianyu Xu, Alim Samat, Wei Liu
Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Wei Wang, Alim Samat, Jilili Abuduwaili, Philippe De Maeyer, Tim Van de Voorde
Machine learning-based prediction of sand and dust storm sources in arid Central Asia. Int. J. Digit. Earth 16 (1) (2023)
Tianyu Xu, Erzhu Li, Alim Samat, Zhiqing Li, Wei Liu, Lianpeng Zhang
Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages Based on Regional Divisions. Remote. Sens. 14 (15) (2022)
Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu
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. 15 (2022)
Alim Samat, Erzhu Li, Peijun Du, Sichong Liu, Zelang Miao, Wei Zhang
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ximing Liu, Alim Samat, Erzhu Li, Wei Wang, Jilili Abuduwaili
Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries. Sensors 22 (18) (2022)
Wei Wang, Alim Samat, Jilili Abuduwaili, Chen Wang, Philippe De Maeyer, Tim Van de Voorde
Automatic Identification of Sand and Dust Storm Sources Based on Wind Vector and Google Earth Engine. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhiqing Li, Erzhu Li, Alim Samat, Tianyu Xu, Wei Liu, Yihu Zhu
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. 15 (2022)
Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images. Remote. Sens. 14 (1) (2022)
Erzhu Li, Alim Samat, Ce Zhang, Peijun Du, Wei Liu
First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Erzhu Li, Alim Samat, Peijun Du, Wei Liu, Jinshan Hu
Improved Bilinear CNN Model for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao
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. 14 (2021)
Fanggang Li, Erzhu Li, Ce Zhang, Alim Samat, Wei Liu, Chunmei Li, Peter M. Atkinson
Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. Remote. Sens. 13 (2) (2021)
Wei Wang, Alim Samat, Yongxiao Ge, Long Ma, Abula Tuheti, Shan Zou, Jilili Abuduwaili
Quantitative Soil Wind Erosion Potential Mapping for Central Asia Using the Google Earth Engine Platform. Remote. Sens. 12 (20) (2020)
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles. Remote. Sens. 12 (12) (2020)
Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li
Edge Gradient-Based Active Learning for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery. Remote. Sens. 12 (5) (2020)
Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles. J. Imaging 6 (11) (2020)
Wen Wu, Zelang Miao, Yuelong Xiao, Zhongbin Li, Anshu Zhang, Alim Samat, Nianchun Du, Zhuokui Xu, Paolo Gamba
New Scheme for Impervious Surface Area Mapping From SAR Images With Auxiliary User-Generated Content. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Paolo Gamba, Zhongbin Li, Alim Samat, Lixin Wu, Jia Li, Hao Wu
Integration of Satellite Images and Open Data for Impervious Surface Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (4) (2019)
Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Alim Samat, Sicong Liu
Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface. MultiTemp (2019)
Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30. Remote. Sens. 11 (12) (2019)
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Sicong Liu, Qing Hu, Alim Samat, Xiaohua Tong
A Multiscale Superpixel-Guided Filter Approach for VHR Remote Sensing Image Classification. IGARSS (2019)
Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin
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. 11 (16) (2019)
Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai
High-Resolution Imagery Classification Based on Different Levels of Information. Remote. Sens. 11 (24) (2019)
Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (8) (2019)
Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
Fuzzy multiclass active learning for hyperspectral image classification. IET Image Process. 12 (7) (2018)
Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion. IGARSS (2018)
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (9) (2017)
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
A spectral-spatial multiscale approach for unsupervised multiple change detection. IGARSS (2017)
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
Erzhu Li, Peijun Du, Alim Samat, Yaping Meng, Meiqin Che
Mid-Level Feature Representation via Sparse Autoencoder for Remotely Sensed Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (3) (2017)
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images. Remote. Sens. 9 (10) (2017)
Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55 (10) (2017)
Alim Samat, Claudio Persello, Paolo Gamba, 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. Remote. Sens. 9 (4) (2017)
Alim Samat, Paolo Gamba, Sicong Liu, Peijun Du, Jilili Abuduwaili
Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)
Zelang Miao, Wenzhong Shi, Alim Samat, Gianni Lisini, Paolo Gamba
Information Fusion for Urban Road Extraction From VHR Optical Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Xiangjian Xie, Shufang Tian, Peijun Du, Wenfeng Zhan, Alim Samat, Jike Chen
Quantitative Estimation of Carbonate Rock Fraction in Karst Regions Using Field Spectra in 2.0-2.5 μm. Remote. Sens. 8 (1) (2016)
Alim Samat, Paolo Gamba, Jilili Abuduwaili, Sicong Liu, Zelang Miao
Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer. Remote. Sens. 8 (3) (2016)
Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo
Improved hyperspectral image classification by active learning using pre-designed mixed pixels. Pattern Recognit. 51 (2016)
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat
A multitemporal change detection solution to oil spill monitoring. IGARSS (2016)
Alim Samat, Paolo Gamba, Peijun Du, Jieqiong Luo
Active extreme learning machines for quad-polarimetric SAR imagery classification. Int. J. Appl. Earth Obs. Geoinformation 35 (2015)
Jieqiong Luo, Peijun Du, Alim Samat, Li Feng
Evaluation on the natural suitability of urban human settlement environment using multisource data. JURSE (2015)
Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng
LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)