Lingjia Gu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 30

Top Topics

Machine Learning

Classification Method

Spatial Resolution

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Earth Observing Systems

Publications

Dezhi Kong, Lingjia Gu, Xiaofeng Li, Fang Gao
Multiscale Residual Dense Network for the Super-Resolution of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Guangan Yu, Lingjia Gu, Xiaofeng Li, Xintong Fan
Forest Snow Depth Estimation Based on Optimized Features and DNN Network Using C-Band SAR Data. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Lilan Li, Lingjia Gu, Xiaofeng Li, Tao Jiang, Xintong Fan
Adaptive Bilateral-Total-Variation Regularization Algorithm for Enhancing HY2-SCAT Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tong Gao, Lingjia Gu, Hao Chen
Tensor Ring Discriminant Analysis Used for Dimension Reduction of Remote Sensing Feature Tensor. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuhan Wang, Lingjia Gu, Xiaofeng Li, Xintong Fan
An Effective Fractional Snow Cover Estimation Method Using Deep Feature Snow Index. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Yuhan Wang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang
Coexisting Cloud and Snow Detection Based on a Hybrid Features Network Applied to Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tong Gao, Lingjia Gu, Hao Chen, Bin Zhou
Domain Adaptation Support Tensor Machine: An Extended STM for Object Recognition Using Cross-Source Heterogeneous Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yan Wang, Lingjia Gu, Tao Jiang, Fang Gao
MDE-UNet: A Multitask Deformable UNet Combined Enhancement Network for Farmland Boundary Segmentation. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mingda Jiang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang
Ship Contour Extraction From SAR Images Based on Faster R-CNN and Chan-Vese Model. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang
A novel fine-resolution snow depth retrieval model to reveal detailed spatiotemporal patterns of snow cover in Northeast China. Int. J. Digit. Earth 16 (1) (2023)
Weiyan Qiu, Lingjia Gu, Fang Gao, Tao Jiang
Building Extraction From Very High-Resolution Remote Sensing Images Using Refine-UNet. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yuhan Wang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang, Ruizhi Ren
An Improved Spatiotemporal Fusion Algorithm for Monitoring Daily Snow Cover Changes With High Spatial Resolution. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xuming Shi, Lingjia Gu, Tao Jiang, Xingming Zheng, Wen Dong, Zui Tao
Retrieval of Chlorophyll-a Concentrations Using Sentinel-2 MSI Imagery in Lake Chagan Based on Assessments with Machine Learning Models. Remote. Sens. 14 (19) (2022)
Yanlin Wei, Xiaofeng Li, Li Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Xiaojie Li
An Approach to Improve the Spatial Resolution and Accuracy of AMSR2 Passive Microwave Snow Depth Product Using Machine Learning in Northeast China. Remote. Sens. 14 (6) (2022)
Xiaoxin Zhu, Lingjia Gu, Xiaofeng Li, Tao Jiang
Snow Depth Estimation Based on Parameter Combinations Selection and Machine Learning Algorithm Using C-Band SAR Data in Northeast China. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Zhaojun Zheng
A Fine-Resolution Snow Depth Retrieval Algorithm From Enhanced-Resolution Passive Microwave Brightness Temperature Using Machine Learning in Northeast China. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shuting Yang, Lingjia Gu, Xiaofeng Li, Fang Gao, Tao Jiang
Fully Automated Classification Method for Crops Based on Spatiotemporal Deep-Learning Fusion Technology. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fachuan He, Lingjia Gu, Xingming Zheng, Ruizhi Ren
Semiempirical Calibration of the WCM for Estimating Maize Biomass in Northeast China. IEEE Geosci. Remote. Sens. Lett. 18 (4) (2021)
Yanlin Wei, Xiaofeng Li, Lingjia Gu, Xingming Zheng, Tao Jiang, Xiaojie Li, Xiangkun Wan
A Dynamic Snow Depth Inversion Algorithm Derived From AMSR2 Passive Microwave Brightness Temperature Data and Snow Characteristics in Northeast China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuhan Wang, Lingjia Gu, Xiaofeng Li, Ruizhi Ren
Building Extraction in Multitemporal High-Resolution Remote Sensing Imagery Using a Multifeature LSTM Network. IEEE Geosci. Remote. Sens. Lett. 18 (9) (2021)
Bin Wu, Xiaofeng Li, Kai Zhao, Tao Jiang, Xingming Zheng, Xiaojie Li, Lingjia Gu, Xiaolong Wang
A Nondestructive Conductivity Estimating Method for Saline-Alkali Land Based on Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Shuting Yang, Lingjia Gu, Xiaofeng Li, Tao Jiang, Ruizhi Ren
Crop Classification Method Based on Optimal Feature Selection and Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery. Remote. Sens. 12 (19) (2020)
Lingjia Gu, Xintong Fan, Xiaofeng Li, Yanlin Wei
Snow Depth Retrieval in Farmland Based on a Statistical Lookup Table from Passive Microwave Data in Northeast China. Remote. Sens. 11 (24) (2019)
Lingjia Gu, Ruizhi Ren, Xiaofeng Li, Kai Zhao
Snow Depth Retrieval Based on a Multifrequency Passive Microwave Unmixing Method for Saline-Alkaline Land in the Western Jilin Province of China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (7) (2018)
Yuhan Wang, Lingjia Gu, Ruizhi Ren, Xu Zheng, Xintong Fan
A land-cover classification method of high-resolution remote sensing imagery based on convolution neural network. Earth Observing Systems (2018)
Lingjia Gu, Ruizhi Ren, Xiaofeng Li
Snow Depth Retrieval Based on a Multifrequency Dual-Polarized Passive Microwave Unmixing Method From Mixed Forest Observations. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Lingjia Gu, Kai Zhao, Bormin Huang
Microwave Unmixing With Video Segmentation for Inferring Broadleaf and Needleleaf Brightness Temperatures and Abundances From Mixed Forest Observations. IEEE Trans. Geosci. Remote. Sens. 54 (1) (2016)
Bin Wu, Kai Zhao, Lingjia Gu, Qiong Cao, Xiaofeng Li, Xingming Zheng
A linear signal transmission system calibration method of wideband GPR. Earth Observing Systems (2016)
Tala Liu, Lingjia Gu, Shuang Zhang, Haoyang Fu
Noise characteristics research of Overhauser magnetometer sensor. Earth Observing Systems (2015)
Melin Huang, Bormin Huang, Lingjia Gu, Hung-Lung Allen Huang, Mitchell D. Goldberg
Parallel GPU architecture framework for the WRF Single Moment 6-class microphysics scheme. Comput. Geosci. 83 (2015)
Jian Sun, Kai Zhao, Tao Jiang, Lingjia Gu
Correction method of physical temperature variation for airborne double-antenna microwave radiometer. Earth Observing Systems (2014)
Lingjia Gu, Ruizhi Ren, Shuang Zhang
Automatic Cloud Detection and Removal Algorithm for MODIS Remote Sensing Imagery. J. Softw. 6 (7) (2011)
Lingjia Gu, Shuxu Guo, Jin Duan, Wenbo Jing, Ruizhi Ren
Research of the novel fast dynamic target detection method. CAINE (2006)