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ORCIDBibTeX records: Alim Samat
@article{DBLP:journals/digearth/WangSAMV23,
author = {Wei Wang and
Alim Samat and
Jilili Abuduwaili and
Philippe De Maeyer and
Tim Van de Voorde},
title = {Machine learning-based prediction of sand and dust storm sources in
arid Central Asia},
journal = {Int. J. Digit. Earth},
volume = {16},
number = {1},
pages = {1530--1550},
year = {2023},
url = {https://doi.org/10.1080/17538947.2023.2202421},
doi = {10.1080/17538947.2023.2202421},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/digearth/WangSAMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiLXSL23,
author = {Zhiqing Li and
Erzhu Li and
Tianyu Xu and
Alim Samat and
Wei Liu},
title = {Feature Alignment {FPN} for Oriented Object Detection in Remote Sensing
Images},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {20},
pages = {1--5},
year = {2023},
url = {https://doi.org/10.1109/LGRS.2023.3234267},
doi = {10.1109/LGRS.2023.3234267},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/LiLXSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiSDLH22,
author = {Erzhu Li and
Alim Samat and
Peijun Du and
Wei Liu and
Jinshan Hu},
title = {Improved Bilinear {CNN} Model for Remote Sensing Scene Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2020.3040153},
doi = {10.1109/LGRS.2020.3040153},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/LiSDLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiSZDL22,
author = {Erzhu Li and
Alim Samat and
Ce Zhang and
Peijun Du and
Wei Liu},
title = {First and Second-Order Information Fusion Networks for Remote Sensing
Scene Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2021.3090045},
doi = {10.1109/LGRS.2021.3090045},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/LiSZDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/SamatLDLMZ22,
author = {Alim Samat and
Erzhu Li and
Peijun Du and
Sichong Liu and
Zelang Miao and
Wei Zhang},
title = {CatBoost for {RS} Image Classification With Pseudo Label Support From
Neighbor Patches-Based Clustering},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2020.3038771},
doi = {10.1109/LGRS.2020.3038771},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/SamatLDLMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/WangSAWMV22,
author = {Wei Wang and
Alim Samat and
Jilili Abuduwaili and
Chen Wang and
Philippe De Maeyer and
Tim Van de Voorde},
title = {Automatic Identification of Sand and Dust Storm Sources Based on Wind
Vector and Google Earth Engine},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2022.3199463},
doi = {10.1109/LGRS.2022.3199463},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/WangSAWMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SamatGWLLLDA22,
author = {Alim Samat and
Paolo Gamba and
Wei Wang and
Jieqiong Luo and
Erzhu Li and
Sicong Liu and
Peijun Du and
Jilili Abuduwaili},
title = {Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over
China Using Sentinel-2A/B {MSIL2A} Images},
journal = {Remote. Sens.},
volume = {14},
number = {1},
pages = {230},
year = {2022},
url = {https://doi.org/10.3390/rs14010230},
doi = {10.3390/RS14010230},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/SamatGWLLLDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/XuLSLLZ22,
author = {Tianyu Xu and
Erzhu Li and
Alim Samat and
Zhiqing Li and
Wei Liu and
Lianpeng Zhang},
title = {Estimating Large-Scale Interannual Dynamic Impervious Surface Percentages
Based on Regional Divisions},
journal = {Remote. Sens.},
volume = {14},
number = {15},
pages = {3786},
year = {2022},
url = {https://doi.org/10.3390/rs14153786},
doi = {10.3390/RS14153786},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/XuLSLLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/LiuSLWA22,
author = {Ximing Liu and
Alim Samat and
Erzhu Li and
Wei Wang and
Jilili Abuduwaili},
title = {Self-Trained Deep Forest with Limited Samples for Urban Impervious
Surface Area Extraction in Arid Area Using Multispectral and PolSAR
Imageries},
journal = {Sensors},
volume = {22},
number = {18},
pages = {6844},
year = {2022},
url = {https://doi.org/10.3390/s22186844},
doi = {10.3390/S22186844},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/LiuSLWA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiLSXLZ22,
author = {Zhiqing Li and
Erzhu Li and
Alim Samat and
Tianyu Xu and
Wei Liu and
Yihu Zhu},
title = {An Object-Oriented {CNN} Model Based on Improved Superpixel Segmentation
for High-Resolution Remote Sensing Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {4782--4796},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3181744},
doi = {10.1109/JSTARS.2022.3181744},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiLSXLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SamatLWLL22,
author = {Alim Samat and
Erzhu Li and
Wei Wang and
Sicong Liu and
Ximing Liu},
title = {{HOLP-DF:} {HOLP} Based Screening Ultrahigh Dimensional Subfeatures
in Deep Forest for Remote Sensing Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {15},
pages = {8287--8298},
year = {2022},
url = {https://doi.org/10.1109/JSTARS.2022.3206886},
doi = {10.1109/JSTARS.2022.3206886},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SamatLWLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuZDBST22,
author = {Sicong Liu and
Hui Zhao and
Qian Du and
Lorenzo Bruzzone and
Alim Samat and
Xiaohua Tong},
title = {Novel Cross-Resolution Feature-Level Fusion for Joint Classification
of Multispectral and Panchromatic Remote Sensing Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2021.3127710},
doi = {10.1109/TGRS.2021.3127710},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiuZDBST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiuZDBSTJW22,
author = {Sicong Liu and
Yongjie Zheng and
Qian Du and
Lorenzo Bruzzone and
Alim Samat and
Xiaohua Tong and
Yanmin Jin and
Chao Wang},
title = {A Shallow-to-Deep Feature Fusion Network for {VHR} Remote Sensing
Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3179288},
doi = {10.1109/TGRS.2022.3179288},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiuZDBSTJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiLZSLLA21,
author = {Fanggang Li and
Erzhu Li and
Ce Zhang and
Alim Samat and
Wei Liu and
Chunmei Li and
Peter M. Atkinson},
title = {Estimating Artificial Impervious Surface Percentage in Asia by Fusing
Multi-Temporal {MODIS} and {VIIRS} Nighttime Light Data},
journal = {Remote. Sens.},
volume = {13},
number = {2},
pages = {212},
year = {2021},
url = {https://doi.org/10.3390/rs13020212},
doi = {10.3390/RS13020212},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiLZSLLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiuZDSTD21,
author = {Sicong Liu and
Yongjie Zheng and
Qian Du and
Alim Samat and
Xiaohua Tong and
Michele Dalponte},
title = {A Novel Feature Fusion Approach for {VHR} Remote Sensing Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {464--473},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2020.3041868},
doi = {10.1109/JSTARS.2020.3041868},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiuZDSTD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SamatLDLX21,
author = {Alim Samat and
Erzhu Li and
Peijun Du and
Sicong Liu and
Junshi Xia},
title = {GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification
Via Parallelized mRMR Ensemble Subspace Feature Selection},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {3200--3214},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3063507},
doi = {10.1109/JSTARS.2021.3063507},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/SamatLDLX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SamatLDLM21,
author = {Alim Samat and
Erzhu Li and
Peijun Du and
Sicong Liu and
Zelang Miao},
title = {Improving Deep Forest via Patch-Based Pooling, Morphological Profiling,
and Pseudo Labeling for Remote Sensing Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {9334--9349},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3110994},
doi = {10.1109/JSTARS.2021.3110994},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/SamatLDLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/SamatLLMW20,
author = {Alim Samat and
Erzhu Li and
Sicong Liu and
Zelang Miao and
Wei Wang},
title = {Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral
Images Using {MRS} Object-Guided Morphological Profiles},
journal = {J. Imaging},
volume = {6},
number = {11},
pages = {114},
year = {2020},
url = {https://doi.org/10.3390/jimaging6110114},
doi = {10.3390/JIMAGING6110114},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jimaging/SamatLLMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/SamatLLLL20,
author = {Alim Samat and
Jun Li and
Cong Lin and
Sicong Liu and
Erzhu Li},
title = {Edge Gradient-Based Active Learning for Hyperspectral Image Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {17},
number = {9},
pages = {1588--1592},
year = {2020},
url = {https://doi.org/10.1109/LGRS.2019.2951800},
doi = {10.1109/LGRS.2019.2951800},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/SamatLLLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiuHTXDSM20,
author = {Sicong Liu and
Qing Hu and
Xiaohua Tong and
Junshi Xia and
Qian Du and
Alim Samat and
Xiaolong Ma},
title = {A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection
Approach for Classification of Very-High-Resolution Remotely Sensed
Imagery},
journal = {Remote. Sens.},
volume = {12},
number = {5},
pages = {862},
year = {2020},
url = {https://doi.org/10.3390/rs12050862},
doi = {10.3390/RS12050862},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiuHTXDSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SamatLWLLA20,
author = {Alim Samat and
Erzhu Li and
Wei Wang and
Sicong Liu and
Cong Lin and
Jilili Abuduwaili},
title = {Meta-XGBoost for Hyperspectral Image Classification Using Extended
MSER-Guided Morphological Profiles},
journal = {Remote. Sens.},
volume = {12},
number = {12},
pages = {1973},
year = {2020},
url = {https://doi.org/10.3390/rs12121973},
doi = {10.3390/RS12121973},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/SamatLWLLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/WangSGMTZA20,
author = {Wei Wang and
Alim Samat and
Yongxiao Ge and
Long Ma and
Abula Tuheti and
Shan Zou and
Jilili Abuduwaili},
title = {Quantitative Soil Wind Erosion Potential Mapping for Central Asia
Using the Google Earth Engine Platform},
journal = {Remote. Sens.},
volume = {12},
number = {20},
pages = {3430},
year = {2020},
url = {https://doi.org/10.3390/rs12203430},
doi = {10.3390/RS12203430},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/WangSGMTZA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/ZhangDLFWBZXS20,
author = {Wei Zhang and
Peijun Du and
Cong Lin and
Pingjie Fu and
Xin Wang and
Xuyu Bai and
Hongrui Zheng and
Junshi Xia and
Alim Samat},
title = {An Improved Feature Set for Hyperspectral Image Classification: Harmonic
Analysis Optimized by Multiscale Guided Filter},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {13},
pages = {3903--3916},
year = {2020},
url = {https://doi.org/10.1109/JSTARS.2020.3006772},
doi = {10.1109/JSTARS.2020.3006772},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/ZhangDLFWBZXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/WuMXLZSDXG20,
author = {Wen Wu and
Zelang Miao and
Yuelong Xiao and
Zhongbin Li and
Anshu Zhang and
Alim Samat and
Nianchun Du and
Zhuokui Xu and
Paolo Gamba},
title = {New Scheme for Impervious Surface Area Mapping From {SAR} Images With
Auxiliary User-Generated Content},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {13},
pages = {5954--5970},
year = {2020},
url = {https://doi.org/10.1109/JSTARS.2020.3027507},
doi = {10.1109/JSTARS.2020.3027507},
timestamp = {Wed, 06 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/WuMXLZSDXG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LinDSLWX19,
author = {Cong Lin and
Peijun Du and
Alim Samat and
Erzhu Li and
Xin Wang and
Junshi Xia},
title = {Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions
by Relational Knowledge Transferring from GlobeLand30},
journal = {Remote. Sens.},
volume = {11},
number = {12},
pages = {1397},
year = {2019},
url = {https://doi.org/10.3390/rs11121397},
doi = {10.3390/RS11121397},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LinDSLWX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SamatYDLMGISAL19,
author = {Alim Samat and
Naoto Yokoya and
Peijun Du and
Sicong Liu and
Long Ma and
Yongxiao Ge and
Gulnura Issanova and
Abdula Saparov and
Jilili Abuduwaili and
Cong Lin},
title = {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},
journal = {Remote. Sens.},
volume = {11},
number = {16},
pages = {1953},
year = {2019},
url = {https://doi.org/10.3390/rs11161953},
doi = {10.3390/RS11161953},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/SamatYDLMGISAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiSLLB19,
author = {Erzhu Li and
Alim Samat and
Wei Liu and
Cong Lin and
Xuyu Bai},
title = {High-Resolution Imagery Classification Based on Different Levels of
Information},
journal = {Remote. Sens.},
volume = {11},
number = {24},
pages = {2916},
year = {2019},
url = {https://doi.org/10.3390/rs11242916},
doi = {10.3390/RS11242916},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiSLLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/MiaoXSHGLSWLW19,
author = {Zelang Miao and
Yuelong Xiao and
Wenzhong Shi and
Yueguang He and
Paolo Gamba and
Zhongbin Li and
Alim Samat and
Lixin Wu and
Jia Li and
Hao Wu},
title = {Integration of Satellite Images and Open Data for Impervious Surface
Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {4},
pages = {1120--1133},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2019.2903585},
doi = {10.1109/JSTARS.2019.2903585},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/MiaoXSHGLSWLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/DuLXSB19,
author = {Peijun Du and
Erzhu Li and
Junshi Xia and
Alim Samat and
Xuyu Bai},
title = {Feature and Model Level Fusion of Pretrained {CNN} for Remote Sensing
Scene Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {8},
pages = {2600--2611},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2018.2878037},
doi = {10.1109/JSTARS.2018.2878037},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/DuLXSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiuDTSB19,
author = {Sicong Liu and
Qian Du and
Xiaohua Tong and
Alim Samat and
Lorenzo Bruzzone},
title = {Unsupervised Change Detection in Multispectral Remote Sensing Images
via Spectral-Spatial Band Expansion},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {12},
number = {9},
pages = {3578--3587},
year = {2019},
url = {https://doi.org/10.1109/JSTARS.2019.2929514},
doi = {10.1109/JSTARS.2019.2929514},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiuDTSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LiuHST19,
author = {Sicong Liu and
Qing Hu and
Alim Samat and
Xiaohua Tong},
title = {A Multiscale Superpixel-Guided Filter Approach for {VHR} Remote Sensing
Image Classification},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {1017--1020},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8900237},
doi = {10.1109/IGARSS.2019.8900237},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/LiuHST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/multitemp/MiaoXSHSL19,
author = {Zelang Miao and
Yuelong Xiao and
Wenzhong Shi and
Yueguang He and
Alim Samat and
Sicong Liu},
title = {Synergy of Satellite Image and Volunteered Geographic Information
to Change Analysis of Impervious Surface},
booktitle = {10th International Workshop on the Analysis of Multitemporal Remote
Sensing Images, MultiTemp 2019, Shanghai, China, August 5-7, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/Multi-Temp.2019.8866978},
doi = {10.1109/MULTI-TEMP.2019.8866978},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/multitemp/MiaoXSHSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/SamatGLMLA18,
author = {Alim Samat and
Paolo Gamba and
Sicong Liu and
Zelang Miao and
Erzhu Li and
Jilili Abuduwaili},
title = {Quad-PolSAR data classification using modified random forest algorithms
to map halophytic plants in arid areas},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {73},
pages = {503--521},
year = {2018},
url = {https://doi.org/10.1016/j.jag.2018.06.006},
doi = {10.1016/J.JAG.2018.06.006},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aeog/SamatGLMLA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/SamatGLLMA18,
author = {Alim Samat and
Paolo Gamba and
Sicong Liu and
Erzhu Li and
Zelang Miao and
Jilili Abuduwaili},
title = {Fuzzy multiclass active learning for hyperspectral image classification},
journal = {{IET} Image Process.},
volume = {12},
number = {7},
pages = {1095--1101},
year = {2018},
url = {https://doi.org/10.1049/iet-ipr.2017.0784},
doi = {10.1049/IET-IPR.2017.0784},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-ipr/SamatGLLMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SamatPLLMA18,
author = {Alim Samat and
Claudio Persello and
Sicong Liu and
Erzhu Li and
Zelang Miao and
Jilili Abuduwaili},
title = {Classification of {VHR} Multispectral Images Using ExtraTrees and
Maximally Stable Extremal Region-Guided Morphological Profile},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {11},
number = {9},
pages = {3179--3195},
year = {2018},
url = {https://doi.org/10.1109/JSTARS.2018.2824354},
doi = {10.1109/JSTARS.2018.2824354},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/SamatPLLMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LiuDBST18,
author = {Sicong Liu and
Qian Du and
Lorenzo Bruzzone and
Alim Samat and
Xiaohua Tong},
title = {Unsupervised Multi-Class Change Detection in Bitemporal Multispectral
Images Using Band Expansion},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {1910--1913},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8518062},
doi = {10.1109/IGARSS.2018.8518062},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/LiuDBST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiuCZSBP17,
author = {Sicong Liu and
Mingmin Chi and
Yangxiu Zou and
Alim Samat and
J{\'{o}}n Atli Benediktsson and
Antonio Plaza},
title = {Oil Spill Detection via Multitemporal Optical Remote Sensing Images:
{A} Change Detection Perspective},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {14},
number = {3},
pages = {324--328},
year = {2017},
url = {https://doi.org/10.1109/LGRS.2016.2639540},
doi = {10.1109/LGRS.2016.2639540},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/LiuCZSBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SamatPGLAL17,
author = {Alim Samat and
Claudio Persello and
Paolo Gamba and
Sicong Liu and
Jilili Abuduwaili and
Erzhu Li},
title = {Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis
Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image
Classification},
journal = {Remote. Sens.},
volume = {9},
number = {4},
pages = {337},
year = {2017},
url = {https://doi.org/10.3390/rs9040337},
doi = {10.3390/RS9040337},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/SamatPGLAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LiuDTSPM17,
author = {Sicong Liu and
Qian Du and
Xiaohua Tong and
Alim Samat and
Haiyan Pan and
Xiaolong Ma},
title = {Band Selection-Based Dimensionality Reduction for Change Detection
in Multi-Temporal Hyperspectral Images},
journal = {Remote. Sens.},
volume = {9},
number = {10},
pages = {1008},
year = {2017},
url = {https://doi.org/10.3390/rs9101008},
doi = {10.3390/RS9101008},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LiuDTSPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiDSMC17,
author = {Erzhu Li and
Peijun Du and
Alim Samat and
Yaping Meng and
Meiqin Che},
title = {Mid-Level Feature Representation via Sparse Autoencoder for Remotely
Sensed Scene Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {3},
pages = {1068--1081},
year = {2017},
url = {https://doi.org/10.1109/JSTARS.2016.2621011},
doi = {10.1109/JSTARS.2016.2621011},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiDSMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/LiuDTSBB17,
author = {Sicong Liu and
Qian Du and
Xiaohua Tong and
Alim Samat and
Lorenzo Bruzzone and
Francesca Bovolo},
title = {Multiscale Morphological Compressed Change Vector Analysis for Unsupervised
Multiple Change Detection},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {9},
pages = {4124--4137},
year = {2017},
url = {https://doi.org/10.1109/JSTARS.2017.2712119},
doi = {10.1109/JSTARS.2017.2712119},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/LiuDTSBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiXDLS17,
author = {Erzhu Li and
Junshi Xia and
Peijun Du and
Cong Lin and
Alim Samat},
title = {Integrating Multilayer Features of Convolutional Neural Networks for
Remote Sensing Scene Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {55},
number = {10},
pages = {5653--5665},
year = {2017},
url = {https://doi.org/10.1109/TGRS.2017.2711275},
doi = {10.1109/TGRS.2017.2711275},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiXDLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LiuDTSBB17,
author = {Sicong Liu and
Qian Du and
Xiaohua Tong and
Alim Samat and
Lorenzo Bruzzone and
Francesca Bovolo},
title = {A spectral-spatial multiscale approach for unsupervised multiple change
detection},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {169--172},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8126921},
doi = {10.1109/IGARSS.2017.8126921},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/LiuDTSBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SamatLLDML16,
author = {Alim Samat and
Jun Li and
Sicong Liu and
Peijun Du and
Zelang Miao and
Jieqiong Luo},
title = {Improved hyperspectral image classification by active learning using
pre-designed mixed pixels},
journal = {Pattern Recognit.},
volume = {51},
pages = {43--58},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2015.08.019},
doi = {10.1016/J.PATCOG.2015.08.019},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SamatLLDML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/XieTDZSC16,
author = {Xiangjian Xie and
Shufang Tian and
Peijun Du and
Wenfeng Zhan and
Alim Samat and
Jike Chen},
title = {Quantitative Estimation of Carbonate Rock Fraction in Karst Regions
Using Field Spectra in 2.0-2.5 {\(\mu\)}m},
journal = {Remote. Sens.},
volume = {8},
number = {1},
pages = {68},
year = {2016},
url = {https://doi.org/10.3390/rs8010068},
doi = {10.3390/RS8010068},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/XieTDZSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SamatGALM16,
author = {Alim Samat and
Paolo Gamba and
Jilili Abuduwaili and
Sicong Liu and
Zelang Miao},
title = {Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image
Classification by Unsupervised Subspace Feature Transfer},
journal = {Remote. Sens.},
volume = {8},
number = {3},
pages = {234},
year = {2016},
url = {https://doi.org/10.3390/rs8030234},
doi = {10.3390/RS8030234},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/SamatGALM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/MiaoSSLG16,
author = {Zelang Miao and
Wenzhong Shi and
Alim Samat and
Gianni Lisini and
Paolo Gamba},
title = {Information Fusion for Urban Road Extraction From {VHR} Optical Satellite
Images},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {9},
number = {5},
pages = {1817--1829},
year = {2016},
url = {https://doi.org/10.1109/JSTARS.2015.2498663},
doi = {10.1109/JSTARS.2015.2498663},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/MiaoSSLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/SamatGLDA16,
author = {Alim Samat and
Paolo Gamba and
Sicong Liu and
Peijun Du and
Jilili Abuduwaili},
title = {Jointly Informative and Manifold Structure Representative Sampling
Based Active Learning for Remote Sensing Image Classification},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {54},
number = {11},
pages = {6803--6817},
year = {2016},
url = {https://doi.org/10.1109/TGRS.2016.2591066},
doi = {10.1109/TGRS.2016.2591066},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/SamatGLDA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/LiuCZS16,
author = {Sicong Liu and
Mingmin Chi and
Yangxiu Zou and
Alim Samat},
title = {A multitemporal change detection solution to oil spill monitoring},
booktitle = {2016 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2016, Beijing, China, July 10-15, 2016},
pages = {7718--7721},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IGARSS.2016.7731013},
doi = {10.1109/IGARSS.2016.7731013},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/LiuCZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aeog/SamatGDL15,
author = {Alim Samat and
Paolo Gamba and
Peijun Du and
Jieqiong Luo},
title = {Active extreme learning machines for quad-polarimetric {SAR} imagery
classification},
journal = {Int. J. Appl. Earth Obs. Geoinformation},
volume = {35},
pages = {305--319},
year = {2015},
url = {https://doi.org/10.1016/j.jag.2014.09.019},
doi = {10.1016/J.JAG.2014.09.019},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aeog/SamatGDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jurse/LuoDSF15,
author = {Jieqiong Luo and
Peijun Du and
Alim Samat and
Li Feng},
title = {Evaluation on the natural suitability of urban human settlement environment
using multisource data},
booktitle = {Joint Urban Remote Sensing Event, {JURSE} 2015, Lausanne, Switzerland,
March 30 - April 1, 2015},
pages = {1--4},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/JURSE.2015.7120455},
doi = {10.1109/JURSE.2015.7120455},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/jurse/LuoDSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/SamatDL0014,
author = {Alim Samat and
Peijun Du and
Sicong Liu and
Jun Li and
Liang Cheng},
title = {E\({}^{\mbox{2}}\)LMs : Ensemble Extreme Learning Machines for Hyperspectral
Image Classification},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {7},
number = {4},
pages = {1060--1069},
year = {2014},
url = {https://doi.org/10.1109/JSTARS.2014.2301775},
doi = {10.1109/JSTARS.2014.2301775},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/SamatDL0014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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