Shanxin Guo

28 papers C 2Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Forest canopy height estimation from satellite RGB imagery using large-scale airborne LiDAR-derived training data and monocular depth estimation.
CoRR
Yongkang Lai, Xihan Mu, Dasheng Fan, Donghui Xie, Shanxin Guo, Wenli Huang, Tianjie Zhao, Guangjian Yan
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 — conf
Adaptive Construction of Training Space for Neural Networks to Enhance Vegetation Leaf Area Index (LAI) Estimation Accuracy.
ICIC (9)
Jiazhen Yang, Jingwen Wang, Shanxin Guo, Wentao Yu, 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
2025 J jnl
Understanding Knowledge Transferability for Transfer Learning: A Survey.
CoRR
Haohua Wang, Jingge Wang, Zijie Zhao, Yang Tan, Yanru Wu, Hanbing Liu, Jingyun Yang, Enming Zhang, Xiangyu Chen, Zhengze Rong, Shanxin Guo, Yang Li
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
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 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
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
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
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
2021 J jnl
PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping.
Trans. GIS
Guiming Zhang, A-Xing Zhu, Jing Liu, Shanxin Guo, Yunqiang Zhu
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
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
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
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
Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area.
Int. J. Appl. Earth Obs. Geoinformation
Shanxin Guo, A-Xing Zhu, Lingkui Meng, James E. Burt, Fei Du, Jing Liu, Guiming Zhang
2015 J jnl
Data-Gap Filling to Understand the Dynamic Feedback Pattern of Soil.
Remote. Sens.
Shanxin Guo, Lingkui Meng, A-Xing Zhu, James E. Burt, Fei Du, Jing Liu, Guiming Zhang