Sicong Liu

118 papers B 1C 20Journal 88Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multiagent Decision-Making Model for Martian Landing Site Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rong Wang, Yongjiu Feng, Panli Tang, Pengshuo Li, Yiyan Dong, Yusheng Xu, Chao Wang, Sicong Liu, Yanmin Jin, Shijie Liu, Xiaohua Tong
2025 J jnl
A Novel In Situ Dust Cover Index for Analyzing the Multispectral Camera Image Acquired by China's Zhurong Mars Rover.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Yizhang Lin, Kecheng Du, Jie Zhang, Xiaohua Tong, Huan Xie, Bo Wan, Zhuoxian Zhang
2025 J jnl
A Novel Lunar Rock Detection Method Combining Multiscale Phase Feature Type Maps and Phase Congruency Moment Maps.
IEEE Geosci. Remote. Sens. Lett.
Yaqiong Wang, Huan Xie, Qian Huang, Yifan Wang, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Zhen Ye, Sicong Liu, Xiong Xu, Chao Wang
2025 J jnl
Identification and Spectral Characteristic Analysis of the Tianwen-1 Exhaust Disturbed Area Using HiRIC and HiRISE Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chao Wang, Lu Han, Siji Sanlang, Xiong Xu, Huan Xie, Yongjiu Feng, Sicong Liu, Xiaohua Tong
2025 J jnl
Mineral Impact on Brightness Temperature of the Moon: A Bivariate and GWR Approach With Microwave Radiometer Data.
IEEE Trans. Geosci. Remote. Sens.
Yongjiu Feng, Panli Tang, Xiaohua Tong, Shurui Chen, Yuze Cao, Rong Wang, Jingbo Sun, Yi Zhou, Huan Xie, Xiong Xu, Chao Wang, Sicong Liu, Yanmin Jin
2025 J jnl
Multi-Image Shape and Albedo From Shading With Atmospheric Correction for Precise Topographic Reconstruction on Mars.
IEEE Trans. Geosci. Remote. Sens.
Jia Qian, Zhen Ye, Yusheng Xu, Qionghua You, Rong Huang, Sicong Liu, Huan Xie, Yongjiu Feng, Xiaohua Tong
2025 J jnl
Probabilistic Safe Landing Site Selection Based on Estimated Slope and Roughness Error.
Trans. GIS
Yanmin Jin, Youran Qu, Xiaohua Tong, Huan Xie, Changjiang Xiao, Yongjiu Feng, Sicong Liu, Xiong Xu
2025 J jnl
Quantification of Mars Entry Trajectory Uncertainty: Dynamic Adaptive Error Band Modeling and Multiscenario Performance Evaluation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhixian Luo, Yanmin Jin, Xiaohua Tong, Huan Xie, Yongjiu Feng, Sicong Liu, Xiong Xu, Peng Chen
2025 J jnl
SHIFT: Scribble-Driven Hybrid Iterative Feature Tracker for Multimodal Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2025 J jnl
SMGNet: A Semantic Map-Guided Multitask Neural Network for Remote Sensing Image Semantic Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Jiang Long, Sicong Liu, Mengmeng Li
2025 J jnl
Scribble-Guided Structural Regression Fusion for Multimodal Remote Sensing Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2025 J jnl
Stepwise Deep Feature Transfer Model for Martian Landform Mapping With Small Number of Labeled Samples.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Huan Xie, Yongjiu Feng, Kecheng Du, Jie Zhang, Yonggang Xiong
2025 J jnl
TSMCF: Transformer-Based SAR and Multispectral Cross-Attention Fusion for Cloud Removal.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongming Zhu, Zeju Wang, Letong Han, Manxin Xu, Weiqi Li, Qin Liu, Sicong Liu, Bowen Du
2024 J jnl
A Novel Cross-Instrument Spectral Harmonization Approach for Mars In Situ LIBS Data.
IEEE Trans. Geosci. Remote. Sens.
Haofeng Zeng, Sicong Liu, Zhuoxian Zhang, Xiangfeng Liu, Xiaohua Tong, Huan Xie, Kecheng Du, Jie Zhang
2024 C conf
A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection.
IGARSS
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2024 C conf
An Adaptive Pseudo Sample Generation Approach for Unsupervised Multi-Class Change Detection in Hyperspectral Images.
IGARSS
Kecheng Du, Sicong Liu
2024 J jnl
An Unsupervised Transformer-Based Multivariate Alteration Detection Approach for Change Detection in VHR Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yizhang Lin, Sicong Liu, Yongjie Zheng, Xiaohua Tong, Huan Xie, Hongming Zhu, Kecheng Du, Hui Zhao, Jie Zhang
2024 J jnl
Deforestation detection from spaceborne full-waveform laser altimetry, incorporating terrain effects: A case study in Porto Velho, Brazil.
Int. J. Appl. Earth Obs. Geoinformation
Min Ji, Huan Xie, Jürgen Oberst, Qi Xu, Yuan Sun, Sicong Liu, Changda Liu, Xiaohua Tong
2024 J jnl
Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yongjie Zheng, Sicong Liu, Hao Chen, Lorenzo Bruzzone
2024 J jnl
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu
2024 J jnl
Optimized Landing Site Selection at the Lunar South Pole: A Convolutional Neural Network Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjiu Feng, Haoteng Li, Xiaohua Tong, Pengshuo Li, Rong Wang, Shurui Chen, Mengrong Xi, Jingbo Sun, Yuhao Wang, Huaiyu He, Chao Wang, Xiong Xu, Huan Xie, Yanmin Jin, Sicong Liu
2024 J jnl
Small Lunar Crater Detection From LROC NAC Using Statistically Constrained Path Morphologies and Unsupervised Discriminate Correlation Filters.
IEEE Trans. Geosci. Remote. Sens.
Yaqiong Wang, Huan Xie, Qian Huang, Xiongfeng Yan, Shijie Liu, Zhen Ye, Chao Wang, Xiong Xu, Sicong Liu, Yanmin Jin, Xiaohua Tong
2023 J jnl
A Novel Adaptive Spectral Drift Correction Method for Recalibrating the MarSCoDe LIBS Data in China's Tianwen-1 Mars Mission.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Haofeng Zeng, Hongpeng Wang, Xiaohua Tong, Hui Zhao, Kecheng Du, Jie Zhang
2023 J jnl
An Attention-Enhanced Feature Fusion Network (AeF
IEEE Geosci. Remote. Sens. Lett.
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
2023 J jnl
Automatic Urban Scene-Level Binary Change Detection Based on a Novel Sample Selection Approach and Advanced Triplet Neural Network.
IEEE Trans. Geosci. Remote. Sens.
Hong Fang, Shanchuan Guo, Xin Wang, Sicong Liu, Cong Lin, Peijun Du
2023 J jnl
Characterization of Stromatolite Organic Sedimentary Structure Based on Spectral Image Fusion.
Sensors
Hongpeng Wang, Xinru Yan, Yingjian Xin, Peipei Fang, Yian Wang, Sicong Liu, Jianjun Jia, Liang Zhang, Xiong Wan
2023 J jnl
Determination of the Spatial Extent of the Engine Exhaust-Disturbed Region of the Chang'E-4 Landing Site Using LROC NAC Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yaqiong Wang, Huan Xie, Chao Wang, Xiaohua Tong, Sicong Liu, Xiong Xu
2023 B conf
MTN: A Multi-Scale Transformer Network for Different Resolution Remote Sensing Images Change Detection.
SMC
Hongming Zhu, Guodong Wu, Zeju Wang, Manxin Xu, Qin Liu, Sicong Liu, Bowen Du
2023 J jnl
Scene Change Detection by Differential Aggregation Network and Class Probability-Based Fusion Strategy.
IEEE Trans. Geosci. Remote. Sens.
Hong Fang, Shanchuan Guo, Peng Zhang, Wei Zhang, Xin Wang, Sicong Liu, Peijun Du
2022 J jnl
A Novel Approach for Multiscale Lunar Crater Detection by the Use of Path-Profile and Isolation Forest Based on High-Resolution Planetary Images.
IEEE Trans. Geosci. Remote. Sens.
Yaqiong Wang, Huan Xie, Qian Huang, Yaxuan Feng, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Sicong Liu, Xiong Xu, Chao Wang, Yanmin Jin, Xinyi Zhang
2022 J jnl
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong, Yanmin Jin, Chao Wang
2022 J jnl
A novel multiple change detection approach based on tri-temporal logic-verified change vector analysis in posterior probability space.
Int. J. Appl. Earth Obs. Geoinformation
Xin Wang, Peijun Du, Sicong Liu, Matthew Senyshen, Wei Zhang, Hong Fang, Xuanmei Fan
2022 J jnl
An Anchor-Free Network With Density Map and Attention Mechanism for Multiscale Object Detection in Aerial Images.
IEEE Geosci. Remote. Sens. Lett.
Yiyou Guo, Xiaohua Tong, Xiong Xu, Sicong Liu, Yongjiu Feng, Huan Xie
2022 J jnl
Bi-CCD: Improved Continuous Change Detection by Combining Forward and Reverse Change Detection Procedure.
IEEE Geosci. Remote. Sens. Lett.
Hongrui Zheng, Peijun Du, Shanchuan Guo, Xin Wang, Wei Zhang, Sicong Liu, Xiaojuan Li
2022 J jnl
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
2022 J jnl
DSSM: A Deep Neural Network with Spectrum Separable Module for Multi-Spectral Remote Sensing Image Segmentation.
Remote. Sens.
Hongming Zhu, Rui Tan, Letong Han, Hongfei Fan, Zeju Wang, Bowen Du, Sicong Liu, Qin Liu
2022 J jnl
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du
2022 J jnl
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma
2022 J jnl
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.
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Ximing Liu
2022 J jnl
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens.
Alim Samat, Paolo Gamba, Wei Wang, Jieqiong Luo, Erzhu Li, Sicong Liu, Peijun Du, Jilili Abuduwaili
2022 J jnl
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Hui Zhao, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2022 J jnl
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization.
IEEE Geosci. Remote. Sens. Lett.
Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza
2021 J jnl
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte
2021 J jnl
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
2021 J jnl
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
CoRR
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
2021 J jnl
Corrections to "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
2021 J jnl
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast.
IEEE Trans. Geosci. Remote. Sens.
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza
2021 J jnl
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia
2021 J jnl
Hybrid Attention Based Residual Network for Pansharpening.
Remote. Sens.
Qin Liu, Letong Han, Rui Tan, Hongfei Fan, Weiqi Li, Hongming Zhu, Bowen Du, Sicong Liu
2021 J jnl
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.
Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Zelang Miao
2021 J jnl
Reducing spatial autocorrelation in the dynamic simulation of urban growth using eigenvector spatial filtering.
Int. J. Appl. Earth Obs. Geoinformation
Xinlei Yan, Yongjiu Feng, Xiaohua Tong, Pengshuo Li, Yilun Zhou, Peiqi Wu, Huan Xie, Yanming Jin, Peng Chen, Shijie Liu, Xiong Xv, Sicong Liu, Chao Wang
2020 J jnl
A Combined Deconvolution and Gaussian Decomposition Approach for Overlapped Peak Position Extraction From Large-Footprint Satellite Laser Altimeter Waveforms.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Zhijie Zhang, Huan Xie, Xiaohua Tong, Hanwei Zhang, Hong Tang, Binbin Li, Di Wu, Xiaolong Hao, Shijie Liu, Xiong Xu, Sicong Liu, Peng Chen, Yongjiu Feng, Chao Wang, Yanmin Jin
2020 J jnl
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens.
Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma
2020 J jnl
A Novel Approach for Hyperspectral Change Detection Based on Uncertain Area Analysis and Improved Transfer Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaohua Tong, Haiyan Pan, Sicong Liu, Binbin Li, Xin Luo, Huan Xie, Xiong Xu
2020 J jnl
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li
2020 J jnl
Edge Gradient-Based Active Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Alim Samat, Jun Li, Cong Lin, Sicong Liu, Erzhu Li
2020 J jnl
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.
J. Imaging
Alim Samat, Erzhu Li, Sicong Liu, Zelang Miao, Wei Wang
2020 J jnl
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles.
Remote. Sens.
Alim Samat, Erzhu Li, Wei Wang, Sicong Liu, Cong Lin, Jilili Abuduwaili
2020 J jnl
Object-Based Change Detection of Very High Resolution Images by Fusing Pixel-Based Change Detection Results Using Weighted Dempster-Shafer Theory.
Remote. Sens.
Youkyung Han, Aisha Javed, Sejung Jung, Sicong Liu
2020 J jnl
Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation.
Sensors
Zhen Ye, Jian Kang, Jing Yao, Wenping Song, Sicong Liu, Xin Luo, Yusheng Xu, Xiaohua Tong
2019 C conf
A Multiscale Superpixel-Guided Filter Approach for VHR Remote Sensing Image Classification.
IGARSS
Sicong Liu, Qing Hu, Alim Samat, Xiaohua Tong
2019 J jnl
A New Fusion Approach for Extracting Urban Built-up Areas from Multisource Remotely Sensed Data.
Remote. Sens.
Xiaolong Ma, Chengming Li, Xiaohua Tong, Sicong Liu
2019 — conf
A Novel "Ghost City" Phenomenon Identification Approach Based on Multi-source and Multitemporal Remote Sensing Data.
MultiTemp
Xiaolong Ma, Chengming Li, Xiaohua Tong, Sicong Liu, Shouzhu Zheng
2019 C conf
An Automatic Approach For Change Detection In Large-Scale Remote Sensing Images.
IGARSS
Sicong Liu, Zhen Ye, Xiaohua Tong, Yongjie Zheng
2019 — conf
Analyzing spatio-temporal characteristics of urban LULC and LST over Shanghai during 2009-2019.
MultiTemp
Yongjie Zheng, Sicong Liu, Zhengxiang Song, Xiaohua Tong, Huan Xie
2019 J jnl
Detecting urban ecological land-cover structure using remotely sensed imagery: A multi-area study focusing on metropolitan inner cities.
Int. J. Appl. Earth Obs. Geoinformation
Xin Luo, Xiaohua Tong, Zhi Qian, Haiyan Pan, Sicong Liu
2019 J jnl
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.
Alim Samat, Naoto Yokoya, Peijun Du, Sicong Liu, Long Ma, Yongxiao Ge, Gulnura Issanova, Abdula Saparov, Jilili Abuduwaili, Cong Lin
2019 C conf
Effect Analysis in the Fine Co-Registration of Very-High-Resolution Satellite Images for Unsupervised Change Detection.
IGARSS
Youkyung Han, Sejung Jung, Sicong Liu, Junho Yeom
2019 C conf
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection.
IGARSS
Sicong Liu, Yongjie Zheng, Michele Dalponte, Xiaohua Tong, Qian Du
2019 J jnl
Illumination-Robust Subpixel Fourier-Based Image Correlation Methods Based on Phase Congruency.
IEEE Trans. Geosci. Remote. Sens.
Zhen Ye, Xiaohua Tong, Shouzhu Zheng, Chengcheng Guo, Sa Gao, Shijie Liu, Xiong Xu, Yanmin Jin, Huan Xie, Sicong Liu, Peng Chen
2019 J jnl
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaohua Tong, Kuifeng Luan, Uwe Stilla, Zhen Ye, Yusheng Xu, Sa Gao, Huan Xie, Qian Du, Shijie Liu, Xiong Xu, Sicong Liu
2019 — conf
Mask R-CNN for Object Detection in Multitemporal SAR Images.
MultiTemp
Yu Qian, Qin Liu, Hongming Zhu, Hongfei Fan, Bowen Du, Sicong Liu
2019 — conf
Radiometric Quality Assessment of Multitemporal Optical Images in High Latitudes Considering Seasonal Influence.
MultiTemp
Yanmin Jin, Yifeng Li, Sicong Liu, Xiaohua Tong
2019 C conf
Spatio-Temporal Pattern of Cultivated Land and Agricultural Resources Analysis of Chongming Eco-Island.
IGARSS
Yuanqin Liao, Jiashu Liu, Huan Xie, Hailing Zheng, Qingyu Xu, Qing Hu, Xiong Xu, Sicong Liu
2019 — conf
Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface.
MultiTemp
Zelang Miao, Yuelong Xiao, Wenzhong Shi, Yueguang He, Alim Samat, Sicong Liu
2019 J jnl
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone
2019 — conf
Unsupervised Change Detection in VHR Images Based on Morphological Profiles and Automated Training Sample Extraction.
MultiTemp
Xin Wang, Peijun Du, Sicong Liu, Yaping Meng, Cong Lin
2018 C conf
A High-Precision Elliptical Target Identification Method for Image Sequences.
IGARSS
Shouzhu Zheng, Peng Chen, Sicong Liu, Xiaolong Ma, Sa Gao, Xiaohua Tong
2018 J jnl
A Multisource Remotely Sensed Data Oriented Method for "Ghost City" Phenomenon Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Chengming Li, Zhaoting Ma
2018 C conf
An Improved Index for Desaturation of DMSP Nighttime Light Data.
IGARSS
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Zhaoting Ma, Shouzhu Zheng
2018 J jnl
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Claudio Persello, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018 C conf
Detection of Forest Changes with Multi-Temporal Lidar Data.
IGARSS
Michele Dalponte, Sicong Liu, Damiano Gianelle
2018 J jnl
Fuzzy multiclass active learning for hyperspectral image classification.
IET Image Process.
Alim Samat, Paolo Gamba, Sicong Liu, Erzhu Li, Zelang Miao, Jilili Abuduwaili
2018 J jnl
Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning.
Remote. Sens.
Xin Wang, Sicong Liu, Peijun Du, Hao Liang, Junshi Xia, Yunfeng Li
2018 J jnl
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.
Int. J. Appl. Earth Obs. Geoinformation
Alim Samat, Paolo Gamba, Sicong Liu, Zelang Miao, Erzhu Li, Jilili Abuduwaili
2018 J jnl
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density.
IEEE Geosci. Remote. Sens. Lett.
Huan Xie, Ang Zhao, Shengyu Huang, Jie Han, Sicong Liu, Xiong Xu, Xin Luo, Haiyan Pan, Qian Du, Xiaohua Tong
2018 C conf
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
IGARSS
Sicong Liu, Qian Du, Lorenzo Bruzzone, Alim Samat, Xiaohua Tong
2017 C conf
A novel semisupervised framework for multiple change detection in hyperspectral images.
IGARSS
Sicong Liu, Xiaohua Tong, Lorenzo Bruzzone, Peijun Du
2017 C conf
A spectral-spatial multiscale approach for unsupervised multiple change detection.
IGARSS
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma
2017 C conf
Extraction of built-up areas in Chinese silk road economic belt based on DMSP-OLS data.
IGARSS
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Zhaoting Ma
2017 J jnl
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Lorenzo Bruzzone, Francesca Bovolo
2017 J jnl
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett.
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat, Jón Atli Benediktsson, Antonio Plaza
2017 J jnl
Optimized Sample Selection in SVM Classification by Combining with DMSP-OLS, Landsat NDVI and GlobeLand30 Products for Extracting Urban Built-Up Areas.
Remote. Sens.
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Xin Luo, Huan Xie, Chengming Li
2017 J jnl
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification.
Remote. Sens.
Alim Samat, Claudio Persello, Paolo Gamba, Sicong Liu, Jilili Abuduwaili, Erzhu Li
2016 C conf
A multitemporal change detection solution to oil spill monitoring.
IGARSS
Sicong Liu, Mingmin Chi, Yangxiu Zou, Alim Samat
2016 J jnl
Dynamic Monitoring of Agricultural Fires in China from 2010 to 2014 Using MODIS and GlobeLand30 Data.
ISPRS Int. J. Geo Inf.
Huan Xie, Li Du, Sicong Liu, Lei Chen, Sa Gao, Shuang Liu, Haiyan Pan, Xiaohua Tong
2016 J jnl
Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer.
Remote. Sens.
Alim Samat, Paolo Gamba, Jilili Abuduwaili, Sicong Liu, Zelang Miao
2016 J jnl
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit.
Alim Samat, Jun Li, Sicong Liu, Peijun Du, Zelang Miao, Jieqiong Luo
2016 J jnl
Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Alim Samat, Paolo Gamba, Sicong Liu, Peijun Du, Jilili Abuduwaili
2016 J jnl
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 C conf
Deep feature representation for hyperspectral image classification.
IGARSS
Jiming Li, Lorenzo Bruzzone, Sicong Liu
2015 J jnl
Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 C conf
Multitemporal spectral unmixing for change detection in hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2015 J jnl
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Massimo Zanetti, Peijun Du
2014 C conf
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2014 J jnl
E
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Alim Samat, Peijun Du, Sicong Liu, Jun Li, Liang Cheng
2014 J jnl
Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples.
Remote. Sens.
Peijun Du, Pei Liu, Junshi Xia, Li Feng, Sicong Liu, Kun Tan, Liang Cheng
2014 J jnl
Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images.
Geo spatial Inf. Sci.
Peijun Du, Sicong Liu, Pei Liu, Kun Tan, Liang Cheng
2013 J jnl
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
2013 C conf
A novel hierarchical method for change detection in multitemporal hyperspectral images.
IGARSS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2013 J jnl
Information fusion techniques for change detection from multi-temporal remote sensing images.
Inf. Fusion
Peijun Du, Sicong Liu, Junshi Xia, Yindi Zhao
2012 — conf
A semisupervised feature metric based band selection method for hyperspectral image classification.
WHISPERS
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
2012 J jnl
Fusion of Difference Images for Change Detection Over Urban Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Peijun Du, Sicong Liu, Paolo Gamba, Kun Tan, Junshi Xia
2012 J jnl
Multiple Classifier System for Remote Sensing Image Classification: A Review.
Sensors
Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu, Sicong Liu
2012 C conf
Target-driven change detection based on data transformation and similarity measures.
IGARSS
Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo
2012 — conf
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
WHISPERS
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
2011 — conf
Fusion of difference images for change detection in urban areas.
JURSE
Sicong Liu, Peijun Du, Paolo Gamba, Junshi Xia