Sicong Liu
Orcid: 0000-0003-1612-4844Affiliations:
- Tongji University, School of Geodesy and Geomatics, Shanghai, China
- University of Trento, Department of information and communication technology, Italy (Phd 2015)
According to our database1,
Sicong Liu
authored at least 107 papers
between 2011 and 2024.
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Bibliography
2024
Hybrid FusionNet: A Hybrid Feature Fusion Framework for Multisource High-Resolution Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024
MarsMapNet: A Novel Superpixel-Guided Multiview Feature Fusion Network for Efficient Martian Landform Mapping.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Small Lunar Crater Detection From LROC NAC Using Statistically Constrained Path Morphologies and Unsupervised Discriminate Correlation Filters.
IEEE Trans. Geosci. Remote. Sens., 2024
High-Precision Geometric Calibration Model for Spaceborne SAR Using Geometrically Constrained GCPs.
IEEE Trans. Geosci. Remote. Sens., 2024
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., 2024
Optimized Landing Site Selection at the Lunar South Pole: A Convolutional Neural Network Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Deforestation detection from spaceborne full-waveform laser altimetry, incorporating terrain effects: A case study in Porto Velho, Brazil.
Int. J. Appl. Earth Obs. Geoinformation, 2024
A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection.
Proceedings of the IGARSS 2024, 2024
An Adaptive Pseudo Sample Generation Approach for Unsupervised Multi-Class Change Detection in Hyperspectral Images.
Proceedings of the IGARSS 2024, 2024
2023
Characterization of Stromatolite Organic Sedimentary Structure Based on Spectral Image Fusion.
Sensors, July, 2023
Scene Change Detection by Differential Aggregation Network and Class Probability-Based Fusion Strategy.
IEEE Trans. Geosci. Remote. Sens., 2023
Automatic Urban Scene-Level Binary Change Detection Based on a Novel Sample Selection Approach and Advanced Triplet Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2023
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., 2023
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., 2023
An Attention-Enhanced Feature Fusion Network (AeF<sup>2</sup>N) for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2023
MTN: A Multi-Scale Transformer Network for Different Resolution Remote Sensing Images Change Detection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
2022
GCFnet: Global Collaborative Fusion Network for Multispectral and Panchromatic Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
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., 2022
A Shallow-to-Deep Feature Fusion Network for VHR Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Novel Cross-Resolution Feature-Level Fusion for Joint Classification of Multispectral and Panchromatic Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
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., 2022
Editorial Foreword to the Special Issue on Recent Advances in Multitemporal Remote-Sensing Data Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
DSSM: A Deep Neural Network with Spectrum Separable Module for Multi-Spectral Remote Sensing Image Segmentation.
Remote. Sens., 2022
Mapping Blue and Red Color-Coated Steel Sheet Roof Buildings over China Using Sentinel-2A/B MSIL2A Images.
Remote. Sens., 2022
Bi-CCD: Improved Continuous Change Detection by Combining Forward and Reverse Change Detection Procedure.
IEEE Geosci. Remote. Sens. Lett., 2022
CatBoost for RS Image Classification With Pseudo Label Support From Neighbor Patches-Based Clustering.
IEEE Geosci. Remote. Sens. Lett., 2022
An Anchor-Free Network With Density Map and Attention Mechanism for Multiscale Object Detection in Aerial Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Toward Tightness of Scalable Neighborhood Component Analysis for Remote-Sensing Image Characterization.
IEEE Geosci. Remote. Sens. Lett., 2022
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, 2022
2021
Deep Unsupervised Embedding for Remotely Sensed Images Based on Spatially Augmented Momentum Contrast.
IEEE Trans. Geosci. Remote. Sens., 2021
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., 2021
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
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., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Reducing spatial autocorrelation in the dynamic simulation of urban growth using eigenvector spatial filtering.
Int. J. Appl. Earth Obs. Geoinformation, 2021
2020
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., 2020
Change Detection Based on Low-Level to High-Level Features Integration With Limited Samples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
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., 2020
Robust Fine Registration of Multisensor Remote Sensing Images Based on Enhanced Subpixel Phase Correlation.
Sensors, 2020
Meta-XGBoost for Hyperspectral Image Classification Using Extended MSER-Guided Morphological Profiles.
Remote. Sens., 2020
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery.
Remote. Sens., 2020
Object-Based Change Detection of Very High Resolution Images by Fusing Pixel-Based Change Detection Results Using Weighted Dempster-Shafer Theory.
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Ensemble of ERDTs for Spectral-Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles.
J. Imaging, 2020
2019
Illumination-Robust Subpixel Fourier-Based Image Correlation Methods Based on Phase Congruency.
IEEE Trans. Geosci. Remote. Sens., 2019
Image Registration With Fourier-Based Image Correlation: A Comprehensive Review of Developments and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Unsupervised Change Detection in Multispectral Remote Sensing Images via Spectral-Spatial Band Expansion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
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., 2019
A New Fusion Approach for Extracting Urban Built-up Areas from Multisource Remotely Sensed Data.
Remote. Sens., 2019
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, 2019
Analyzing spatio-temporal characteristics of urban LULC and LST over Shanghai during 2009-2019.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Unsupervised Change Detection in VHR Images Based on Morphological Profiles and Automated Training Sample Extraction.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
A Novel "Ghost City" Phenomenon Identification Approach Based on Multi-source and Multitemporal Remote Sensing Data.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Radiometric Quality Assessment of Multitemporal Optical Images in High Latitudes Considering Seasonal Influence.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Multiscale Superpixel-Guided Filter Approach for VHR Remote Sensing Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Spatio-Temporal Pattern of Cultivated Land and Agricultural Resources Analysis of Chongming Eco-Island.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Effect Analysis in the Fine Co-Registration of Very-High-Resolution Satellite Images for Unsupervised Change Detection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Classification of VHR Multispectral Images Using ExtraTrees and Maximally Stable Extremal Region-Guided Morphological Profile.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
A Multisource Remotely Sensed Data Oriented Method for "Ghost City" Phenomenon Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning.
Remote. Sens., 2018
Unsupervised Hyperspectral Remote Sensing Image Clustering Based on Adaptive Density.
IEEE Geosci. Remote. Sens. Lett., 2018
IET Image Process., 2018
Quad-PolSAR data classification using modified random forest algorithms to map halophytic plants in arid areas.
Int. J. Appl. Earth Obs. Geoinformation, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Unsupervised Multi-Class Change Detection in Bitemporal Multispectral Images Using Band Expansion.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Multiscale Morphological Compressed Change Vector Analysis for Unsupervised Multiple Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification.
Remote. Sens., 2017
Optimized Sample Selection in SVM Classification by Combining with DMSP-OLS, Landsat NDVI and GlobeLand30 Products for Extracting Urban Built-Up Areas.
Remote. Sens., 2017
Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images.
Remote. Sens., 2017
Oil Spill Detection via Multitemporal Optical Remote Sensing Images: A Change Detection Perspective.
IEEE Geosci. Remote. Sens. Lett., 2017
Extraction of built-up areas in Chinese silk road economic belt based on DMSP-OLS data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
A novel semisupervised framework for multiple change detection in hyperspectral images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Jointly Informative and Manifold Structure Representative Sampling Based Active Learning for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
Unsupervised Multitemporal Spectral Unmixing for Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016
Geodesic Flow Kernel Support Vector Machine for Hyperspectral Image Classification by Unsupervised Subspace Feature Transfer.
Remote. Sens., 2016
Improved hyperspectral image classification by active learning using pre-designed mixed pixels.
Pattern Recognit., 2016
Dynamic Monitoring of Agricultural Fires in China from 2010 to 2014 Using MODIS and GlobeLand30 Data.
ISPRS Int. J. Geo Inf., 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Sequential Spectral Change Vector Analysis for Iteratively Discovering and Detecting Multiple Changes in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
E<sup>2</sup>LMs : Ensemble Extreme Learning Machines for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples.
Remote. Sens., 2014
Sub-pixel change detection for urban land-cover analysis via multi-temporal remote sensing images.
Geo spatial Inf. Sci., 2014
A novel sequential spectral change vector analysis for representing and detecting multiple changes in hyperspectral images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
A Feature-Metric-Based Affinity Propagation Technique for Feature Selection in Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2013
Information fusion techniques for change detection from multi-temporal remote sensing images.
Inf. Fusion, 2013
A novel hierarchical method for change detection in multitemporal hyperspectral images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Sensors, 2012
A semisupervised feature metric based band selection method for hyperspectral image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Unsupervised hierarchical spectral analysis for change detection in hyperspectral images.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
2011
Proceedings of the Joint Urban Remote Sensing Event, 2011