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2020 – today
- 2024
[j48]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: 1-5 (2024)- [j47]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): 1974 (2024) - 2023
- [j46]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): 1530-1550 (2023) - [j45]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: 1-5 (2023) - 2022
- [j44]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: 1-5 (2022) - [j43]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: 1-5 (2022) - [j42]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: 1-5 (2022) - [j41]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: 1-5 (2022) - [j40]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): 230 (2022) - [j39]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): 3786 (2022) - [j38]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): 6844 (2022) - [j37]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: 4782-4796 (2022) - [j36]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: 8287-8298 (2022) - [j35]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: 1-14 (2022) - [j34]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: 1-13 (2022) - 2021
- [j33]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): 212 (2021) - [j32]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: 464-473 (2021) - [j31]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: 3200-3214 (2021) - [j30]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: 9334-9349 (2021) - 2020
- [j29]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): 114 (2020) - [j28]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): 1588-1592 (2020) - [j27]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): 862 (2020) - [j26]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): 1973 (2020) - [j25]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): 3430 (2020) - [j24]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: 3903-3916 (2020) - [j23]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: 5954-5970 (2020)
2010 – 2019
- 2019
- [j22]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): 1397 (2019) - [j21]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): 1953 (2019) - [j20]Erzhu Li, Alim Samat, Wei Liu, Cong Lin, Xuyu Bai:
High-Resolution Imagery Classification Based on Different Levels of Information. Remote. Sens. 11(24): 2916 (2019) - [j19]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): 1120-1133 (2019) - [j18]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): 2600-2611 (2019) - [j17]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): 3578-3587 (2019) - [c6]Sicong Liu, Qing Hu, Alim Samat, Xiaohua Tong:
A Multiscale Superpixel-Guided Filter Approach for VHR Remote Sensing Image Classification. IGARSS 2019: 1017-1020 - [c5]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: 1-5 - 2018
- [j16]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: 503-521 (2018) - [j15]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): 1095-1101 (2018) - [j14]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): 3179-3195 (2018) - [c4]Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong:
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion. IGARSS 2018: 1910-1913 - 2017
- [j13]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): 324-328 (2017) - [j12]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): 337 (2017) - [j11]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): 1008 (2017) - [j10]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): 1068-1081 (2017) - [j9]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): 4124-4137 (2017) - [j8]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): 5653-5665 (2017) - [c3]Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo:
A spectral-spatial multiscale approach for unsupervised multiple change detection. IGARSS 2017: 169-172 - 2016
- [j7]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: 43-58 (2016) - [j6]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): 68 (2016) - [j5]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): 234 (2016) - [j4]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): 1817-1829 (2016) - [j3]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): 6803-6817 (2016) - [c2]Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat:
A multitemporal change detection solution to oil spill monitoring. IGARSS 2016: 7718-7721 - 2015
- [j2]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: 305-319 (2015) - [c1]Jieqiong Luo, Peijun Du, Alim Samat, Li Feng:
Evaluation on the natural suitability of urban human settlement environment using multisource data. JURSE 2015: 1-4 - 2014
- [j1]Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng:
E2LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1060-1069 (2014)
Coauthor Index
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