Shanxin Guo

According to our database, Shanxin Guo authored at least 22 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Improved U-STFM: A Deep Learning-Based Nonlinear Spatial-Temporal Fusion Model for Land Surface Temperature Downscaling.

Shanxin Guo, Min Li, Yuanqing Li, Jinsong Chen, Hankui K. Zhang, Luyi Sun, Jingwen Wang, Ruxin Wang, Yan Yang

Remote. Sens., January, 2024

Superpixel Segmentation Based on Anisotropic Diffusion Model for Object-Oriented Remote Sensing Image Classification.

Xiaoli Li, Jinsong Chen, Longlong Zhao, Hongzhong Li, Jin Wang, Luyi Sun, Shanxin Guo, Pan Chen, Xuemei Zhao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Monitoring and Representing Field Management Practices with Satellite Remote Sensing in Crop Modeling.

Jingwen Wang, Jose Luis Pancorbo, Miguel Quemada, Shanxin Guo, Longlong Zhao, Jinsong Chen

Proceedings of the IGARSS 2024, 2024

Change Detection for High-Resolution Remote Sensing Images with Transformer Fusion Network.

Pan Chen, Xiaoli Li, Shanxin Guo, Hongzhong Li, Longlong Zhao, Jinsong Chen

Proceedings of the IGARSS 2024, 2024

2023

Statistical Assessments of InSAR Tropospheric Corrections: Applicability and Limitations of Weather Model Products and Spatiotemporal Filtering.

Luyi Sun, Jinsong Chen, Hongzhong Li, Shanxin Guo, Yu Han

Remote. Sens., April, 2023

Stability Analysis of Unmixing-Based Spatiotemporal Fusion Model: A Case of Land Surface Temperature Product Downscaling.

Min Li, Shanxin Guo, Jinsong Chen, Yuguang Chang, Luyi Sun, Longlong Zhao, Xiaoli Li, Hongming Yao

Remote. Sens., February, 2023

2022

Tradeoffs in the Spatial and Spectral Resolution of Airborne Hyperspectral Imaging Systems: A Crop Identification Case Study.

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

IEEE Trans. Geosci. Remote. Sens., 2022

High Quality Object Detection for Multiresolution Remote Sensing Imagery Using Cascaded Multi-Stage Detectors.

Binglong Wu, Yuan Shen, Shanxin Guo, Jinsong Chen, Luyi Sun, Hongzhong Li, Yong Ao

Remote. Sens., 2022

Removing Stripe Noise Based on Improved Statistics for Hyperspectral Images.

Jianxin Jia, Xiaorou Zheng, Shanxin Guo, Yueming Wang, Jinsong Chen

IEEE Geosci. Remote. Sens. Lett., 2022

2021

PyCLiPSM: Harnessing heterogeneous computing resources on CPUs and GPUs for accelerated digital soil mapping.

Guiming Zhang, A-Xing Zhu, Jing Liu, Shanxin Guo, Yunqiang Zhu

Trans. GIS, 2021

Full Parameter Time Complexity (FPTC): A Method to Evaluate the Running Time of Machine Learning Classifiers for Land Use/Land Cover Classification.

Xiaorou Zheng, Jianxin Jia, Shanxin Guo, Jinsong Chen, Luyi Sun, Yingfei Xiong, Wenna Xu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Deep Learning Network Intensification for Preventing Noisy-Labeled Samples for Remote Sensing Classification.

Chuang Lin, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yan Yang, Yingfei Xiong

Remote. Sens., 2021

2020

High-Resolution U-Net: Preserving Image Details for Cultivated Land Extraction.

Wenna Xu, Xinping Deng, Shanxin Guo, Jinsong Chen, Luyi Sun, Xiaorou Zheng, Yingfei Xiong, Yuan Shen, Xiaoqin Wang

Sensors, 2020

Improved SRGAN for Remote Sensing Image SuperResolution Across Locations and Sensors.

Yingfei Xiong, Shanxin Guo, Jinsong Chen, Xinping Deng, Luyi Sun, Xiaorou Zheng, Wenna Xu

Remote. Sens., 2020

Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas.

Luyi Sun, Jinsong Chen, Shanxin Guo, Xinping Deng, Yu Han

Remote. Sens., 2020

Adaptive Distance-Weighted Voronoi Tessellation for Remote Sensing Image Segmentation.

Xiaoli Li, Jinsong Chen, Longlong Zhao, Shanxin Guo, Luyi Sun, Xuemei Zhao

Remote. Sens., 2020

Identification of Short-Rotation Eucalyptus Plantation at Large Scale Using Multi-Satellite Imageries and Cloud Computing Platform.

Xinping Deng, Shanxin Guo, Luyi Sun, Jinsong Chen

Remote. Sens., 2020

2018

MODIS ocean color product downscaling via spatio-temporal fusion and regression: The case of chlorophyll-a in coastal waters.

Shanxin Guo, Bo Sun, Hankui K. Zhang, Jing Liu, Jinsong Chen, Jiujuan Wang, Xiaoli Jiang, Yan Yang

Int. J. Appl. Earth Obs. Geoinformation, 2018

2016

Unification of soil feedback patterns under different evaporation conditions to improve soil differentiation over flat area.

Shanxin Guo, A-Xing Zhu, Lingkui Meng, James E. Burt, Fei Du, Jing Liu, Guiming Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2016

Mapping the Distribution of Exotic Mangrove Species in Shenzhen Bay Using Worldview-2 Imagery.

Hongzhong Li, Yu Han, Jinsong Chen, Shanxin Guo

Proceedings of the Geo-informatics in Sustainable Ecosystem and Society, 2016

Enhancement of Class Separability for Polarimetric TerraSAR-X Data and Its Application to Crop Classification in Leizhou Peninsula, Southern China.

Hongzhong Li, Yu Han, Jinsong Chen, Shanxin Guo

Proceedings of the Geo-informatics in Sustainable Ecosystem and Society, 2016

2015

Data-Gap Filling to Understand the Dynamic Feedback Pattern of Soil.

Shanxin Guo, Lingkui Meng, A-Xing Zhu, James E. Burt, Fei Du, Jing Liu, Guiming Zhang

Remote. Sens., 2015