Jinsong Chen

67 papers C 17Journal 39Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A knowledge-informed machine learning (KIML) approach to disentangle single- and double-season rice yields and attainable yield gaps in the mixed cropping systems.
Comput. Electron. Agric.
Jingwen Wang, Maoyuan Feng, Shanxin Guo, Hongzhong Li, Yu Han, Jinsong Chen
2025 J jnl
Adaptive disentangled target representation for unsupervised domain adaptation in remote sensing segmentation.
Eng. Appl. Artif. Intell.
Runuo Lu, Shoubin Dong, Jianxin Jia, Xusheng Wang, Kai Liu, Jinsong Chen, Shanxin Guo, Xiaorou Zheng
2025 J jnl
Incorporating Physical Constraint in Three-Dimensional Time Series InSAR Inversion for Urban Deformation Monitoring.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Luyi Sun, Hongzhong Li, Shanxin Guo, Xiaoli Li, Pan Chen, Jinsong Chen
2024 C conf
A Novel Feature Extraction Method of Environmental Factors for Forest Fire Risk Modeling Based on Adaptive Time Window.
IGARSS
Longlong Zhao, Jinsong Chen, Yuankai Ge, Hongzhong Li, Xiaoli Li
2024 J jnl
An Efficient Task Implementation Modeling Framework with Multi-Stage Feature Selection and AutoML: A Case Study in Forest Fire Risk Prediction.
Remote. Sens.
Ye Su, Longlong Zhao, Hongzhong Li, Xiaoli Li, Jinsong Chen, Yuankai Ge
2024 C conf
Change Detection for High-Resolution Remote Sensing Images with Transformer Fusion Network.
IGARSS
Pan Chen, Xiaoli Li, Shanxin Guo, Hongzhong Li, Longlong Zhao, Jinsong Chen
2024 C conf
Cross-Sensor Cloud Detection Based on Neural Style Transfer and Efficient Transformer.
IGARSS
Zhengxin Wang, Hongzhong Li, Longlong Zhao, Luyi Sun, Pan Chen, Xiaoli Li, Jinsong Chen
2024 J jnl
Deep Learning-Based Cloud Detection for Optical Remote Sensing Images: A Survey.
Remote. Sens.
Zhengxin Wang, Longlong Zhao, Jintao Meng, Yu Han, Xiaoli Li, Ruixia Jiang, Jinsong Chen, Hongzhong Li
2024 C conf
Monitoring and Representing Field Management Practices with Satellite Remote Sensing in Crop Modeling.
IGARSS
Jingwen Wang, José Luis Pancorbo, Miguel Quemada, Shanxin Guo, Longlong Zhao, Jinsong Chen
2024 C conf
New Application Paradigm Of Time Series SAR Data For Sugarcane Mapping.
IGARSS
Hongzhong Li, Zhengxin Wang, Luyi Sun, Longlong Zhao, Xiaoli Li, Pan Chen, Jinsong Chen
2024 C conf
Object-Oriented SAR Image Change Detection Based on Speckle Reducing Anisotropic Diffusion.
IGARSS
Xiaoli Li, Hongzhong Li, Luyi Sun, Pan Chen, Longlong Zhao, Jinsong Chen
2024 J jnl
Parcel-Based Sugarcane Mapping Using Smoothed Sentinel-1 Time Series Data.
Remote. Sens.
Hongzhong Li, Zhengxin Wang, Luyi Sun, Longlong Zhao, Yelong Zhao, Xiaoli Li, Yu Han, Shouzhen Liang, Jinsong Chen
2024 J jnl
Superpixel Segmentation Based on Anisotropic Diffusion Model for Object-Oriented Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaoli Li, Jinsong Chen, Longlong Zhao, Hongzhong Li, Jin Wang, Luyi Sun, Shanxin Guo, Pan Chen, Xuemei Zhao
2024 J jnl
The Improved U-STFM: A Deep Learning-Based Nonlinear Spatial-Temporal Fusion Model for Land Surface Temperature Downscaling.
Remote. Sens.
Shanxin Guo, Min Li, Yuanqing Li, Jinsong Chen, Hankui K. Zhang, Luyi Sun, Jingwen Wang, Ruxin Wang, Yan Yang
2024 C conf
Three-Dimensional Time-Series InSAR Inversion for Urban Deformation Monitoring: Incorporating Horizontal and Vertical Gradient Constraints.
IGARSS
Luyi Sun, Jinsong Chen, Hongzhong Li, Xiaoli Li
2023 J jnl
Outbreak Mechanism of Locust Plagues under Dynamic Drought and Flood Environments Based on Time Series Remote Sensing Data: Implication for Identifying Potential High-Risk Locust Areas.
Remote. Sens.
Longlong Zhao, Hongzhong Li, Wenjiang Huang, Yingying Dong, Yun Geng, Huiqin Ma, Jinsong Chen
2023 J jnl
Stability Analysis of Unmixing-Based Spatiotemporal Fusion Model: A Case of Land Surface Temperature Product Downscaling.
Remote. Sens.
Min Li, Shanxin Guo, Jinsong Chen, Yuguang Chang, Luyi Sun, Longlong Zhao, Xiaoli Li, Hongming Yao
2023 J jnl
Statistical Assessments of InSAR Tropospheric Corrections: Applicability and Limitations of Weather Model Products and Spatiotemporal Filtering.
Remote. Sens.
Luyi Sun, Jinsong Chen, Hongzhong Li, Shanxin Guo, Yu Han
2022 J jnl
Capability of Phenology-Based Sentinel-2 Composites for Rubber Plantation Mapping in a Large Area with Complex Vegetation Landscapes.
Remote. Sens.
Hongzhong Li, Longlong Zhao, Luyi Sun, Xiaoli Li, Jin Wang, Yu Han, Shouzhen Liang, Jinsong Chen
2022 J jnl
High Quality Object Detection for Multiresolution Remote Sensing Imagery Using Cascaded Multi-Stage Detectors.
Remote. Sens.
Binglong Wu, Yuan Shen, Shanxin Guo, Jinsong Chen, Luyi Sun, Hongzhong Li, Yong Ao
2022 J jnl
On the Extension of Cameron Decomposition Helicity Asymmetry Parameter From Single-Look to Multi-Look PolSAR Imagery.
IEEE Trans. Geosci. Remote. Sens.
Hongzhong Li, Jiehong Chen, Luyi Sun, Longlong Zhao, Xiaoli Li, Jin Wang, Yu Han, Jinsong Chen
2022 J jnl
Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett.
Jianxin Jia, Xiaorou Zheng, Shanxin Guo, Yueming Wang, Jinsong Chen
2022 J jnl
Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study.
IEEE Trans. Geosci. Remote. Sens.
Jianxin Jia, Jinsong Chen, Xiaorou Zheng, Yueming Wang, Shanxin Guo, Haibin Sun, Changhui Jiang, Mika Karjalainen, Kirsi Karila, Zhiyong Duan, Tinghuai Wang, Chong Xu, Juha Hyyppä, Yuwei Chen
2021 J jnl
Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification.
Remote. Sens.
Chuang Lin, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yan Yang, Yingfei Xiong
2021 J jnl
Full Parameter Time Complexity (FPTC): A Method to Evaluate the Running Time of Machine Learning Classifiers for Land Use/Land Cover Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaorou Zheng, Jianxin Jia, Shanxin Guo, Jinsong Chen, Luyi Sun, Yingfei Xiong, Wenna Xu
2020 J jnl
Adaptive Distance-Weighted Voronoi Tessellation for Remote Sensing Image Segmentation.
Remote. Sens.
Xiaoli Li, Jinsong Chen, Longlong Zhao, Shanxin Guo, Luyi Sun, Xuemei Zhao
2020 J jnl
Generalized Convolution Spectral Mixture for Multitask Gaussian Processes.
IEEE Trans. Neural Networks Learn. Syst.
Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
2020 J jnl
High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction.
Sensors
Wenna Xu, Xinping Deng, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yingfei Xiong, Yuan Shen, Xiaoqin Wang
2020 J jnl
Identification of Short-Rotation Eucalyptus Plantation at Large Scale Using Multi-Satellite Imageries and Cloud Computing Platform.
Remote. Sens.
Xinping Deng, Shanxin Guo, Luyi Sun, Jinsong Chen
2020 J jnl
Improved SRGAN for Remote Sensing Image SuperResolution Across Locations and Sensors.
Remote. Sens.
Yingfei Xiong, Shanxin Guo, Jinsong Chen, Xinping Deng, Luyi Sun, Xiaorou Zheng, Wenna Xu
2020 J jnl
Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas.
Remote. Sens.
Luyi Sun, Jinsong Chen, Shanxin Guo, Xinping Deng, Yu Han
2020 J jnl
Multioutput Convolution Spectral Mixture for Gaussian Processes.
IEEE Trans. Neural Networks Learn. Syst.
Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
2019 J jnl
Cloud Detection for FY Meteorology Satellite Based on Ensemble Thresholds and Random Forests Approach.
Remote. Sens.
Hualian Fu, Yuan Shen, Jun Liu, Guangjun He, Jinsong Chen, Ping Liu, Jing Qian, Jun Li
2019 — conf
Dynamic monitoring of multiple cropping index of paddy field based on MODIS-EVI data in Guangdong province.
Agro-Geoinformatics
Wendong Zhu, Hongzhong Li, Jinsong Chen, Tinggang Zhou, Yu Han
2019 C conf
Exploring the Capabilities of Combining The Sentinel-2 MSI Data And High Resolution Google Earth Image For Mapping Mangrove Species.
IGARSS
Hongzhong Li, Yu Han, Jinsong Chen
2019 — conf
Incorporating Dependencies in Spectral Kernels for Gaussian Processes.
ECML/PKDD (2)
Kai Chen, Twan van Laarhoven, Jinsong Chen, Elena Marchiori
2019 — conf
Joint use of time series Sentinel-1 and Sentinel-2 imagery for cotton field mapping in heterogeneous cultivated areas of Xinjiang, China.
Agro-Geoinformatics
Luyi Sun, Jinsong Chen, Yu Han
2019 — conf
Monitoring of Sugarcane Crop based on Time Series of Sentinel-1 data: a case study of Fusui, Guangxi.
Agro-Geoinformatics
Xing Yuan, Hongzhong Li, Yu Han, Jinsong Chen, Xiaoning Chen
2018 J jnl
A New Shape Matching-Based Verification Approach for QPFs.
IEEE Access
Kai Chen, Jun Liu, Jinsong Chen
2018 — conf
Agricultural Farming Can Play a Role in Assessing the Syrian Crisis Based on the Two River Basins in Syria.
Agro-Geoinformatics
Yuman Sun, Hongzhong Li, Jinsong Chen, Xiaoqing Zuo, Yu Han
2018 C conf
Csrs-Siat: A Benchmark Remote Sensing Dataset to Semantic-Enabled and Cross-Scales Scene Recognition.
IGARSS
Yuan Shen, Xiran Zhou, Jun Liu, Jinsong Chen
2018 — conf
Extraction of Rice from Lingao County of Hainan Province Based on Sentinel-1 a Radar Data.
Agro-Geoinformatics
Jingjian Liu, Hongzhong Li, Jinsong Chen, Cui Hua, Yu Han
2018 J jnl
Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes.
CoRR
Kai Chen, Perry Groot, Jinsong Chen, Elena Marchiori
2018 J jnl
Log-cumulants of the finite mixture model and their application to statistical analysis of fully polarimetric UAVSAR data.
Geo spatial Inf. Sci.
Xinping Deng, Jinsong Chen, Hongzhong Li, Pengpeng Han, Wen Yang
2018 J jnl
MODIS ocean color product downscaling via spatio-temporal fusion and regression: The case of chlorophyll-a in coastal waters.
Int. J. Appl. Earth Obs. Geoinformation
Shanxin Guo, Bo Sun, Hankui K. Zhang, Jing Liu, Jinsong Chen, Jiujuan Wang, Xiaoli Jiang, Yan Yang
2018 J jnl
Multi-Output Convolution Spectral Mixture for Gaussian Processes.
CoRR
Kai Chen, Perry Groot, Jinsong Chen, Elena Marchiori
2018 C conf
Polsar Adaptive Model-Based Decomposition Without Assumption of Reflection Symmetry.
IGARSS
Hongzhong Li, Yu Han, Xinping Deng, Jinsong Chen
2018 J jnl
Spectral Mixture Kernels with Time and Phase Delay Dependencies.
CoRR
Kai Chen, Perry Groot, Jinsong Chen, Elena Marchiori
2017 J jnl
Adaptive Two-Component Model-Based Decomposition for Polarimetric SAR Data Without Assumption of Reflection Symmetry.
IEEE Trans. Geosci. Remote. Sens.
Hongzhong Li, Qingquan Li, Guofeng Wu, Jinsong Chen, Shouzhen Liang
2017 J jnl
Time Series Analysis of Very Slow Landslides in the Three Gorges Region through Small Baseline SAR Offset Tracking.
Remote. Sens.
Luyi Sun, Jan-Peter Muller, Jinsong Chen
2016 — conf
Enhancement of Class Separability for Polarimetric TerraSAR-X Data and Its Application to Crop Classification in Leizhou Peninsula, Southern China.
GSES
Hongzhong Li, Yu Han, Jinsong Chen, Shanxin Guo
2016 — conf
Mapping the Distribution of Exotic Mangrove Species in Shenzhen Bay Using Worldview-2 Imagery.
GSES
Hongzhong Li, Yu Han, Jinsong Chen, Shanxin Guo
2016 J jnl
Mitigation of Reflection Symmetry Assumption and Negative Power Problems for the Model-Based Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Hongzhong Li, Jiehong Chen, Qingquan Li, Guofeng Wu, Jinsong Chen
2016 C conf
Mitigation of reflection symmetry assumption and negative power problems for the model based decomposition.
IGARSS
Hongzhong Li, Qingquan Li, Guofeng Wu, Jinsong Chen
2016 C conf
Polarimetric orientation angle shifts induced by building orientation for multi-look polarimetric SAR data and its impacts on model-based decompositions.
IGARSS
Hongzhong Li, Qingquan Li, Guofeng Wu, Jinsong Chen
2016 J jnl
The Impacts of Building Orientation on Polarimetric Orientation Angle Estimation and Model-Based Decomposition for Multilook Polarimetric SAR Data in Urban Areas.
IEEE Trans. Geosci. Remote. Sens.
Hongzhong Li, Qingquan Li, Guofeng Wu, Jinsong Chen, Shouzhen Liang
2015 J jnl
Sugarcane Mapping in Tillering Period by Quad-Polarization TerraSAR-X Data.
IEEE Geosci. Remote. Sens. Lett.
Hongzhong Li, Jinsong Chen, Shouzhen Liang, Qingquan Li
2012 — conf
Modification of SMB speckle filter for polarimetric TerraSAR-X data.
Geoinformatics
Hongzhong Li, Jinsong Chen
2012 J jnl
Preservation of Polarimetric Properties Filtering for TSX Data Based on Barnes Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongzhong Li, Jinsong Chen, Liming Jiang, Lin Liu
2011 C conf
Subsidence and DSM estimation using GeoWatch software.
IGARSS
Aiguo Zhao, Hui Lin, Huadong Guo, Jinsong Chen, Liming Jiang
2009 — conf
An Analysis on the Coupling Relationship between Urban Vegetation and Land Surface Temperature in Hangzhou based on ASTER Imagery.
IGARSS (3)
Chudong Huang, Qianhu Chen, Si'ai Ying, Feng Zhao, Yun Shao, Wenbo Yu, Jinsong Chen, Fuying Liu, Xin Xu, Jing Li
2008 — conf
Temporal Analysis of Land Surface Temperature in Beijing Utilizing Remote Sensing Imagery.
IGARSS (3)
Chudong Huang, Yun Shao, Jing Li, Jinsong Chen, Jinghui Liu
2007 C conf
A semi-empirical backscattering model for estimation of leaf area index (LAI) of rice in southern China.
IGARSS
Jinsong Chen, Hui Lin, Aixia Liu, Yun Shao, Limin Yang
2007 C conf
A strategy for analyzing urban forest using Landsat ETM+ imagery.
IGARSS
Chudong Huang, Yun Shao, Jinsong Chen, Jinghui Liu, Jieqiong Chen, Jing Li
2004 C conf
Environmental monitoring with remote sensing data from Chinese spacecraft.
IGARSS
Huadong Guo, Weimin Wang, Changlin Wang, Ruofei Zhong, Boqin Zhu, Jinsong Chen
2003 J jnl
Destriping CMODIS data by power filtering.
IEEE Trans. Geosci. Remote. Sens.
Jinsong Chen, Yun Shao, Huadong Guo, Weimin Wang, Boqin Zhu
2003 C conf
Striping removal in CMODIS data.
IGARSS
Jinsong Chen, Yun Shao, Boqin Zhu