Research on Coordination of Urbanization and Driving Forces of Urban Agglomeration in China Based on Nighttime Light Data. - Xiaohui He 001; Mengjia Qiao (Agro-Geoinformatics, 2018)

Object Extraction From Very High-Resolution Images Using a Convolutional Neural Network Based on a Noisy Large-Scale Dataset. - Panle Li; Xiaohui He 001; Xijie Cheng; Xu Gao; Runchuan Li; Mengjia Qiao; Daidong Li; Fangbing Qiu; Zhiqiang Li (IEEE Access, 2019)

Improved Categorical Cross-Entropy Loss for Training Deep Neural Networks with Noisy Labels. - Panle Li; Xiaohui He 001; Dingjun Song; Zihao Ding; Mengjia Qiao; Xijie Cheng; Runchuan Li (PRCV (4), 2021)

Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction. - Panle Li; Xiaohui He 001; Mengjia Qiao; Disheng Miao; Xijie Cheng; Dingjun Song; Mingyang Chen; Jiamian Li; Tao Zhou; Xiaoyu Guo; Xinyu Yan; Zhihui Tian (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Crop yield prediction from multi-spectral, multi-temporal remotely sensed imagery using recurrent 3D convolutional neural networks. - Mengjia Qiao; Xiaohui He 001; Xijie Cheng; Panle Li; Haotian Luo; Lehan Zhang; Zhihui Tian (Int. J. Appl. Earth Obs. Geoinformation, 2021)

LR-RoadNet: A long-range context-aware neural network for road extraction via high-resolution remote sensing images. - Panle Li; Zhihui Tian; Xiaohui He 001; Mengjia Qiao; Xijie Cheng; Dingjun Song; Mingyang Chen; Jiamian Li; Tao Zhou; Xiaoyu Guo; Zhiqiang Li; Daidong Li; et al. (IET Image Process., 2021)

Exploiting Hierarchical Features for Crop Yield Prediction Based on 3-D Convolutional Neural Networks and Multikernel Gaussian Process. - Mengjia Qiao; Xiaohui He 001; Xijie Cheng; Panle Li; Haotian Luo; Zhihui Tian; Hengliang Guo (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Robust Deep Neural Networks for Road Extraction From Remote Sensing Images. - Panle Li; Xiaohui He 001; Mengjia Qiao; Xijie Cheng; Zhiqiang Li; Haotian Luo; Dingjun Song; Daidong Li; Shaokai Hu; Runchuan Li; Pu Han; Fangbing Qiu; et al. (IEEE Trans. Geosci. Remote. Sens., 2021)

Enhanced contextual representation with deep neural networks for land cover classification based on remote sensing images. - Xijie Cheng; Xiaohui He 001; Mengjia Qiao; Panle Li; Shaokai Hu; Peng Chang; Zhihui Tian (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Corrigendum to "Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction" [Int. J. Appl. Earth Observ. Geoinf. 104 (2021) 102544]. - Panle Li; Xiaohui He 001; Mengjia Qiao; Disheng Miao; Xijie Cheng; Dingjun Song; Mingyang Chen; Jiamian Li; Tao Zhou; Xiaoyu Guo; Xinyu Yan; Zhihui Tian (Int. J. Appl. Earth Obs. Geoinformation, 2022)

An improved categorical cross entropy for remote sensing image classification based on noisy labels. - Panle Li; Xiaohui He 001; Xijie Cheng; Mengjia Qiao; Dingjun Song; Mingyang Chen; Tao Zhou; Jiamian Li; Xiaoyu Guo; Shaokai Hu; Zhihui Tian (Expert Syst. Appl., 2022)

Thematic Content and Visualization Strategy for Map Design of City-Specific Culture Based on Local Chronicles: A Case Study of Dengfeng City, China. - Xiaohui He 001; Chuan Liu; Lili Wu; Yongji Wang; Zhihui Tian (ISPRS Int. J. Geo Inf., 2022)

A New Automatic Extraction Method for Glaciers on the Tibetan Plateau under Clouds, Shadows and Snow Cover. - Mingcheng Hu; Guangsheng Zhou; Xiaomin Lv; Zhou Li 006; Xiaohui He 001; Zhihui Tian (Remote. Sens., 2022)

Exploring Label Probability Sequence to Robustly Learn Deep Convolutional Neural Networks for Road Extraction With Noisy Datasets. - Panle Li; Xiaohui He 001; Mengjia Qiao; Xijie Cheng; Jiamian Li; Xiaoyu Guo; Tao Zhou; Dingjun Song; Mingyang Chen; Disheng Miao; Yinjie Jiang; Zhihui Tian (IEEE Trans. Geosci. Remote. Sens., 2022)

KSTAGE: A knowledge-guided spatial-temporal attention graph learning network for crop yield prediction. - Mengjia Qiao; Xiaohui He 001; Xijie Cheng; Panle Li; Qianbo Zhao; Chenlu Zhao; Zhihui Tian (Inf. Sci., 2023)

Warming Has Accelerated the Melting of Glaciers on the Tibetan Plateau, but the Debris-Covered Glaciers Are Rapidly Expanding. - Mingcheng Hu; Guangsheng Zhou; Xiaomin Lv; Zhou Li 006; Xiaoliang Wang; Xiaohui He 001; Zhihui Tian (Remote. Sens., 2023)

Comparison of Lake Extraction and Classification Methods for the Tibetan Plateau Based on Topographic-Spectral Information. - Xiaoliang Wang; Guangsheng Zhou; Xiaomin Lv; Zhou Li 006; Mingcheng Hu; Xiaohui He 001; Zhihui Tian (Remote. Sens., 2023)

A New Method for Bare Permafrost Extraction on the Tibetan Plateau by Integrating Machine Learning and Multi-Source Information. - Xiaoyang Li; Yuhe Ji; Guangsheng Zhou; Li Zhou; Xiaopeng Li; Xiaohui He 001; Zhihui Tian (Remote. Sens., 2023)

MSCANet: multiscale context information aggregation network for Tibetan Plateau lake extraction from remote sensing images. - Zhihui Tian; Xiaoyu Guo; Xiaohui He 001; Panle Li; Xijie Cheng; Guangsheng Zhou (Int. J. Digit. Earth, 2023)

Cross-Radiometric Calibration and NDVI Application Comparison of FY-4A/AGRI Based on Aqua-MODIS. - Xiaohui He 001; Hongli Li; Guangsheng Zhou; Zhihui Tian; Lili Wu (Remote. Sens., 2023)

Response of Vegetation Phenology to Climate Change on the Tibetan Plateau Considering Time-Lag and Cumulative Effects. - Xiaohui He 001; Anqi Liu; Zhihui Tian; Lili Wu; Guangsheng Zhou (Remote. Sens., 2024)

Multi-Scale Attention Network for Building Extraction from High-Resolution Remote Sensing Images. - Jing Chang; Xiaohui He 001; Panle Li; Ting Tian; Xijie Cheng; Mengjia Qiao; Tao Zhou; Beibei Zhang; Ziqian Chang; Tingwei Fan (Sensors, 2024)

A New Technique for Urban and Rural Settlement Boundary Extraction Based on Spectral-Topographic-Radar Polarization Features and Its Application in Xining, China. - Xiaopeng Li; Guangsheng Zhou; Li Zhou; Xiaomin Lv; Xiaoyang Li; Xiaohui He 001; Zhihui Tian (Remote. Sens., 2024)

Spatial-temporal cross-view contrast for self-supervised crop yield prediction. - Mengjia Qiao; Xiaohui He 001; Xijie Cheng; Panle Li; Kai Zheng; Mingchen Xu; Yijun Chen (Expert Syst. Appl., 2025)

Adaptive sparse lightweight multi-scale hybrid network for remote sensing image semantic segmentation. - Haonan Sun; Xiaohui He 001; Haofei Li; Jinlan Kong; Mengjia Qiao; Xijie Cheng; Panle Li; Jian Zhang; Renyi Liu; Jiandong Shang (Expert Syst. Appl., 2025)

Multi-View Graph Convolutional Network With Spectral Component Decompose for Remote Sensing Images Classification. - Xijie Cheng; Xiaohui He 001; Mengjia Qiao; Panle Li; Peng Chang; Tianhao Zhang; Xiaoyu Guo; Jinyong Wang; Zhihui Tian; Guangsheng Zhou (IEEE Trans. Circuits Syst. Video Technol., 2025)