Sicong Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 85

Top Topics

Change Detection

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

Publications

Min Ji, Huan Xie, Jürgen Oberst, Qi Xu, Yuan Sun, Sicong Liu, Changda Liu, Xiaohua Tong
Deforestation detection from spaceborne full-waveform laser altimetry, incorporating terrain effects: A case study in Porto Velho, Brazil. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
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
Optimized Landing Site Selection at the Lunar South Pole: A Convolutional Neural Network Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yizhang Lin, Sicong Liu, Yongjie Zheng, Xiaohua Tong, Huan Xie, Hongming Zhu, Kecheng Du, Hui Zhao, Jie Zhang
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. 17 (2024)
Yongjie Zheng, Sicong Liu, Hao Chen, Lorenzo Bruzzone
Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hui Zhao, Sicong Liu, Xiaohua Tong, Qian Du, Lorenzo Bruzzone, Kecheng Du, Jie Zhang, Xuanning Lu
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Haofeng Zeng, Sicong Liu, Zhuoxian Zhang, Xiangfeng Liu, Xiaohua Tong, Huan Xie, Kecheng Du, Jie Zhang
A Novel Cross-Instrument Spectral Harmonization Approach for Mars In Situ LIBS Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yaqiong Wang, Huan Xie, Qian Huang, Xiongfeng Yan, Shijie Liu, Zhen Ye, Chao Wang, Xiong Xu, Sicong Liu, Yanmin Jin, Xiaohua Tong
Small Lunar Crater Detection From LROC NAC Using Statistically Constrained Path Morphologies and Unsupervised Discriminate Correlation Filters. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hongming Zhu, Guodong Wu, Zeju Wang, Manxin Xu, Qin Liu, Sicong Liu, Bowen Du
MTN: A Multi-Scale Transformer Network for Different Resolution Remote Sensing Images Change Detection. SMC (2023)
Hong Fang, Shanchuan Guo, Peng Zhang, Wei Zhang, Xin Wang, Sicong Liu, Peijun Du
Scene Change Detection by Differential Aggregation Network and Class Probability-Based Fusion Strategy. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Sicong Liu, Haofeng Zeng, Hongpeng Wang, Xiaohua Tong, Hui Zhao, Kecheng Du, Jie Zhang
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. 16 (2023)
Yongjie Zheng, Sicong Liu, Lorenzo Bruzzone
N) for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Hong Fang, Shanchuan Guo, Xin Wang, Sicong Liu, Cong Lin, Peijun Du
Automatic Urban Scene-Level Binary Change Detection Based on a Novel Sample Selection Approach and Advanced Triplet Neural Network. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hongpeng Wang, Xinru Yan, Yingjian Xin, Peipei Fang, Yian Wang, Sicong Liu, Jianjun Jia, Liang Zhang, Xiong Wan
Characterization of Stromatolite Organic Sedimentary Structure Based on Spectral Image Fusion. Sensors 23 (13) (2023)
Yaqiong Wang, Huan Xie, Chao Wang, Xiaohua Tong, Sicong Liu, Xiong Xu
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. 16 (2023)
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)
Jian Kang, Rubén Fernández-Beltran, Sicong Liu, Antonio Plaza
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hui Zhao, Sicong Liu, Qian Du, Lorenzo Bruzzone, Yongjie Zheng, Kecheng Du, Xiaohua Tong, Huan Xie, Xiaolong Ma
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yaqiong Wang, Huan Xie, Qian Huang, Yaxuan Feng, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Sicong Liu, Xiong Xu, Chao Wang, Yanmin Jin, Xinyi Zhang
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. 60 (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)
Hongrui Zheng, Peijun Du, Shanchuan Guo, Xin Wang, Wei Zhang, Sicong Liu, Xiaojuan Li
Bi-CCD: Improved Continuous Change Detection by Combining Forward and Reverse Change Detection Procedure. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yiyou Guo, Xiaohua Tong, Xiong Xu, Sicong Liu, Yongjiu Feng, Huan Xie
An Anchor-Free Network With Density Map and Attention Mechanism for Multiscale Object Detection in Aerial Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hongming Zhu, Rui Tan, Letong Han, Hongfei Fan, Zeju Wang, Bowen Du, Sicong Liu, Qin Liu
DSSM: A Deep Neural Network with Spectrum Separable Module for Multi-Spectral Remote Sensing Image Segmentation. Remote. Sens. 14 (4) (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, Francesca Bovolo, Lorenzo Bruzzone, Xiaohua Tong, Qian Du
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (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)
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images 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)
Jian Kang, Rubén Fernández-Beltran, Puhong Duan, Sicong Liu, Antonio J. Plaza
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
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
Reducing spatial autocorrelation in the dynamic simulation of urban growth using eigenvector spatial filtering. Int. J. Appl. Earth Obs. Geoinformation 102 (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)
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
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. 14 (2021)
Qin Liu, Letong Han, Rui Tan, Hongfei Fan, Weiqi Li, Hongming Zhu, Bowen Du, Sicong Liu
Hybrid Attention Based Residual Network for Pansharpening. Remote. Sens. 13 (10) (2021)
Xin Wang, Peijun Du, Dongmei Chen, Sicong Liu, Wei Zhang, Erzhu Li
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Xiaohua Tong, Haiyan Pan, Sicong Liu, Binbin Li, Xin Luo, Huan Xie, Xiong Xu
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. 13 (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)
Youkyung Han, Aisha Javed, Sejung Jung, Sicong Liu
Object-Based Change Detection of Very High Resolution Images by Fusing Pixel-Based Change Detection Results Using Weighted Dempster-Shafer Theory. Remote. Sens. 12 (6) (2020)
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
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. 13 (2020)
Zhen Ye, Jian Kang, Jing Yao, Wenping Song, Sicong Liu, Xin Luo, Yusheng Xu, Xiaohua Tong
Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation. Sensors 20 (15) (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)
Sicong Liu, Yongjie Zheng, Michele Dalponte, Xiaohua Tong, Qian Du
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection. IGARSS (2019)
Yu Qian, Qin Liu, Hongming Zhu, Hongfei Fan, Bowen Du, Sicong Liu
Mask R-CNN for Object Detection in Multitemporal SAR Images. MultiTemp (2019)
Yuanqin Liao, Jiashu Liu, Huan Xie, Hailing Zheng, Qingyu Xu, Qing Hu, Xiong Xu, Sicong Liu
Spatio-Temporal Pattern of Cultivated Land and Agricultural Resources Analysis of Chongming Eco-Island. IGARSS (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)
Zhen Ye, Xiaohua Tong, Shouzhu Zheng, Chengcheng Guo, Sa Gao, Shijie Liu, Xiong Xu, Yanmin Jin, Huan Xie, Sicong Liu, Peng Chen
Illumination-Robust Subpixel Fourier-Based Image Correlation Methods Based on Phase Congruency. IEEE Trans. Geosci. Remote. Sens. 57 (4) (2019)
Xiaolong Ma, Chengming Li, Xiaohua Tong, Sicong Liu
A New Fusion Approach for Extracting Urban Built-up Areas from Multisource Remotely Sensed Data. Remote. Sens. 11 (21) (2019)
Yongjie Zheng, Sicong Liu, Zhengxiang Song, Xiaohua Tong, Huan Xie
Analyzing spatio-temporal characteristics of urban LULC and LST over Shanghai during 2009-2019. MultiTemp (2019)
Xin Wang, Peijun Du, Sicong Liu, Yaping Meng, Cong Lin
Unsupervised Change Detection in VHR Images Based on Morphological Profiles and Automated Training Sample Extraction. MultiTemp (2019)
Sicong Liu, Zhen Ye, Xiaohua Tong, Yongjie Zheng
An Automatic Approach For Change Detection In Large-Scale Remote Sensing Images. IGARSS (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)
Youkyung Han, Sejung Jung, Sicong Liu, Junho Yeom
Effect Analysis in the Fine Co-Registration of Very-High-Resolution Satellite Images for Unsupervised Change Detection. IGARSS (2019)
Yanmin Jin, Yifeng Li, Sicong Liu, Xiaohua Tong
Radiometric Quality Assessment of Multitemporal Optical Images in High Latitudes Considering Seasonal Influence. MultiTemp (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)
Xin Luo, Xiaohua Tong, Zhi Qian, Haiyan Pan, Sicong Liu
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 75 (2019)
Xiaolong Ma, Chengming Li, Xiaohua Tong, Sicong Liu, Shouzhu Zheng
A Novel "Ghost City" Phenomenon Identification Approach Based on Multi-source and Multitemporal Remote Sensing Data. MultiTemp (2019)
Xiaohua Tong, Kuifeng Luan, Uwe Stilla, Zhen Ye, Yusheng Xu, Sa Gao, Huan Xie, Qian Du, Shijie Liu, Xiong Xu, Sicong Liu
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (10) (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)
Michele Dalponte, Sicong Liu, Damiano Gianelle
Detection of Forest Changes with Multi-Temporal Lidar Data. IGARSS (2018)
Huan Xie, Ang Zhao, Shengyu Huang, Jie Han, Sicong Liu, Xiong Xu, Xin Luo, Haiyan Pan, Qian Du, Xiaohua Tong
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density. IEEE Geosci. Remote. Sens. Lett. 15 (4) (2018)
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Chengming Li, Zhaoting Ma
A Multisource Remotely Sensed Data Oriented Method for "Ghost City" Phenomenon Identification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (7) (2018)
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Zhaoting Ma, Shouzhu Zheng
An Improved Index for Desaturation of DMSP Nighttime Light Data. IGARSS (2018)
Shouzhu Zheng, Peng Chen, Sicong Liu, Xiaolong Ma, Sa Gao, Xiaohua Tong
A High-Precision Elliptical Target Identification Method for Image Sequences. IGARSS (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)
Xin Wang, Sicong Liu, Peijun Du, Hao Liang, Junshi Xia, Yunfeng Li
Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning. Remote. Sens. 10 (2) (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)
Xiaolong Ma, Xiaohua Tong, Sicong Liu, Zhaoting Ma
Extraction of built-up areas in Chinese silk road economic belt based on DMSP-OLS data. IGARSS (2017)
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)
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)
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)
Sicong Liu, Xiaohua Tong, Lorenzo Bruzzone, Peijun Du
A novel semisupervised framework for multiple change detection in hyperspectral images. IGARSS (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)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54 (5) (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)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
Hierarchical Unsupervised Change Detection in Multitemporal Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53 (1) (2015)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Massimo Zanetti, Peijun Du
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 53 (8) (2015)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
Multitemporal spectral unmixing for change detection in hyperspectral images. IGARSS (2015)
Peijun Du, Sicong Liu, Pei Liu, Kun Tan, Liang Cheng
Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images. Geo spatial Inf. Sci. 17 (1) (2014)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images. IGARSS (2014)
Peijun Du, Pei Liu, Junshi Xia, Li Feng, Sicong Liu, Kun Tan, Liang Cheng
Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples. Remote. Sens. 6 (10) (2014)
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)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
A novel hierarchical method for change detection in multitemporal hyperspectral images. IGARSS (2013)
Peijun Du, Sicong Liu, Junshi Xia, Yindi Zhao
Information fusion techniques for change detection from multi-temporal remote sensing images. Inf. Fusion 14 (1) (2013)
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 10 (5) (2013)
Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo, Peijun Du
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images. WHISPERS (2012)
Chen Yang, Sicong Liu, Lorenzo Bruzzone, Renchu Guan, Peijun Du
A semisupervised feature metric based band selection method for hyperspectral image classification. WHISPERS (2012)
Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu, Sicong Liu
Multiple Classifier System for Remote Sensing Image Classification: A Review. Sensors 12 (4) (2012)
Peijun Du, Sicong Liu, Paolo Gamba, Kun Tan, Junshi Xia
Fusion of Difference Images for Change Detection Over Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (4) (2012)
Peijun Du, Sicong Liu, Lorenzo Bruzzone, Francesca Bovolo
Target-driven change detection based on data transformation and similarity measures. IGARSS (2012)
Sicong Liu, Peijun Du, Paolo Gamba, Junshi Xia
Fusion of difference images for change detection in urban areas. JURSE (2011)