Xiaohui He

32 papers Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
ExSGD: Exploiting previous gradient for distributed large-batch training of building extraction network.
Expert Syst. Appl.
Panle Li, Xiaohui He, Tao Zhou, Mengjia Qiao, Xijie Cheng, Haofei Li, Mingkai Yue, Lei Zhang, Jiandong Shang
2026 J jnl
MOUNT: Modality bottlenecked knowledge graph completion with multiple guidance exploitation.
Expert Syst. Appl.
Jinlan Kong, Xiaohui He, Haichuan Fang, Panle Li, Mengjia Qiao, Xijie Cheng, Haofei Li, Huitong Feng, Haonan Sun, Jiandong Shang
2025 J jnl
Adaptive sparse lightweight multi-scale hybrid network for remote sensing image semantic segmentation.
Expert Syst. Appl.
Haonan Sun, Xiaohui He, Haofei Li, Jinlan Kong, Mengjia Qiao, Xijie Cheng, Panle Li, Jian Zhang, Renyi Liu, Jiandong Shang
2025 J jnl
DffViT: Dual-Branch Feature Fusion Vision Transformer for Remote Sensing Image Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaohui He, Nan Yang, Panle Li, Mengjia Qiao, Xijie Cheng, Liyang Zhang, Jiandong Shang
2025 J jnl
Entity class-restricted twin attention-based aggregation for geographic knowledge graph inference.
Complex Intell. Syst.
Jinlan Kong, Xiaohui He, Haichuan Fang, Roujia Ji, Peng Yang, Shuang Li, Haofei Li, Haonan Sun, Mengjia Qiao, Panle Li, Xijie Cheng, Qinglei Zhou, Jiandong Shang
2025 J jnl
Multi-View Graph Convolutional Network With Spectral Component Decompose for Remote Sensing Images Classification.
IEEE Trans. Circuits Syst. Video Technol.
Xijie Cheng, Xiaohui He, Mengjia Qiao, Panle Li, Peng Chang, Tianhao Zhang, Xiaoyu Guo, Jinyong Wang, Zhihui Tian, Guangsheng Zhou
2025 J jnl
NPP estimation by fusing geodetector and deep spatio-temporal networks.
Int. J. Digit. Earth
Xiaohui He, Chenqiao Yuan, Panle Li, Xijie Cheng, Mengjia Qiao, Xiaoyu He, Nan Yang, Guangsheng Zhou, Jiandong Shang
2025 J jnl
Spatial-temporal cross-view contrast for self-supervised crop yield prediction.
Expert Syst. Appl.
Mengjia Qiao, Xiaohui He, Xijie Cheng, Panle Li, Kai Zheng, Mingchen Xu, Yijun Chen
2025 J jnl
Winter wheat mapping using unbalanced multi-source remote sensing data.
Int. J. Digit. Earth
Haofei Li, Xiaohui He, Mengjia Qiao, Haonan Sun, Jinlan Kong, Xijie Cheng, Panle Li, Jian Zhang, Renyi Liu, Jiandong Shang
2024 J jnl
A New Technique for Urban and Rural Settlement Boundary Extraction Based on Spectral-Topographic-Radar Polarization Features and Its Application in Xining, China.
Remote. Sens.
Xiaopeng Li, Guangsheng Zhou, Li Zhou, Xiaomin Lv, Xiaoyang Li, Xiaohui He, Zhihui Tian
2024 J jnl
Multi-Scale Attention Network for Building Extraction from High-Resolution Remote Sensing Images.
Sensors
Jing Chang, Xiaohui He, Panle Li, Ting Tian, Xijie Cheng, Mengjia Qiao, Tao Zhou, Beibei Zhang, Ziqian Chang, Tingwei Fan
2024 J jnl
Response of Vegetation Phenology to Climate Change on the Tibetan Plateau Considering Time-Lag and Cumulative Effects.
Remote. Sens.
Xiaohui He, Anqi Liu, Zhihui Tian, Lili Wu, Guangsheng Zhou
2023 J jnl
A New Method for Bare Permafrost Extraction on the Tibetan Plateau by Integrating Machine Learning and Multi-Source Information.
Remote. Sens.
Xiaoyang Li, Yuhe Ji, Guangsheng Zhou, Li Zhou, Xiaopeng Li, Xiaohui He, Zhihui Tian
2023 J jnl
Comparison of Lake Extraction and Classification Methods for the Tibetan Plateau Based on Topographic-Spectral Information.
Remote. Sens.
Xiaoliang Wang, Guangsheng Zhou, Xiaomin Lv, Zhou Li, Mingcheng Hu, Xiaohui He, Zhihui Tian
2023 J jnl
Cross-Radiometric Calibration and NDVI Application Comparison of FY-4A/AGRI Based on Aqua-MODIS.
Remote. Sens.
Xiaohui He, Hongli Li, Guangsheng Zhou, Zhihui Tian, Lili Wu
2023 J jnl
KSTAGE: A knowledge-guided spatial-temporal attention graph learning network for crop yield prediction.
Inf. Sci.
Mengjia Qiao, Xiaohui He, Xijie Cheng, Panle Li, Qianbo Zhao, Chenlu Zhao, Zhihui Tian
2023 J jnl
MSCANet: multiscale context information aggregation network for Tibetan Plateau lake extraction from remote sensing images.
Int. J. Digit. Earth
Zhihui Tian, Xiaoyu Guo, Xiaohui He, Panle Li, Xijie Cheng, Guangsheng Zhou
2023 J jnl
Warming Has Accelerated the Melting of Glaciers on the Tibetan Plateau, but the Debris-Covered Glaciers Are Rapidly Expanding.
Remote. Sens.
Mingcheng Hu, Guangsheng Zhou, Xiaomin Lv, Zhou Li, Xiaoliang Wang, Xiaohui He, Zhihui Tian
2022 J jnl
A New Automatic Extraction Method for Glaciers on the Tibetan Plateau under Clouds, Shadows and Snow Cover.
Remote. Sens.
Mingcheng Hu, Guangsheng Zhou, Xiaomin Lv, Zhou Li, Xiaohui He, Zhihui Tian
2022 J jnl
An improved categorical cross entropy for remote sensing image classification based on noisy labels.
Expert Syst. Appl.
Panle Li, Xiaohui He, Xijie Cheng, Mengjia Qiao, Dingjun Song, Mingyang Chen, Tao Zhou, Jiamian Li, Xiaoyu Guo, Shaokai Hu, Zhihui Tian
2022 J jnl
Corrigendum to "Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction" [Int. J. Appl. Earth Observ. Geoinf. 104 (2021) 102544].
Int. J. Appl. Earth Obs. Geoinformation
Panle Li, Xiaohui He, Mengjia Qiao, Disheng Miao, Xijie Cheng, Dingjun Song, Mingyang Chen, Jiamian Li, Tao Zhou, Xiaoyu Guo, Xinyu Yan, Zhihui Tian
2022 J jnl
Enhanced contextual representation with deep neural networks for land cover classification based on remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
Xijie Cheng, Xiaohui He, Mengjia Qiao, Panle Li, Shaokai Hu, Peng Chang, Zhihui Tian
2022 J jnl
Exploring Label Probability Sequence to Robustly Learn Deep Convolutional Neural Networks for Road Extraction With Noisy Datasets.
IEEE Trans. Geosci. Remote. Sens.
Panle Li, Xiaohui He, Mengjia Qiao, Xijie Cheng, Jiamian Li, Xiaoyu Guo, Tao Zhou, Dingjun Song, Mingyang Chen, Disheng Miao, Yinjie Jiang, Zhihui Tian
2022 J jnl
Thematic Content and Visualization Strategy for Map Design of City-Specific Culture Based on Local Chronicles: A Case Study of Dengfeng City, China.
ISPRS Int. J. Geo Inf.
Xiaohui He, Chuan Liu, Lili Wu, Yongji Wang, Zhihui Tian
2021 J jnl
Crop yield prediction from multi-spectral, multi-temporal remotely sensed imagery using recurrent 3D convolutional neural networks.
Int. J. Appl. Earth Obs. Geoinformation
Mengjia Qiao, Xiaohui He, Xijie Cheng, Panle Li, Haotian Luo, Lehan Zhang, Zhihui Tian
2021 J jnl
Exploiting Hierarchical Features for Crop Yield Prediction Based on 3-D Convolutional Neural Networks and Multikernel Gaussian Process.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Mengjia Qiao, Xiaohui He, Xijie Cheng, Panle Li, Haotian Luo, Zhihui Tian, Hengliang Guo
2021 J jnl
Exploring multiple crowdsourced data to learn deep convolutional neural networks for road extraction.
Int. J. Appl. Earth Obs. Geoinformation
Panle Li, Xiaohui He, Mengjia Qiao, Disheng Miao, Xijie Cheng, Dingjun Song, Mingyang Chen, Jiamian Li, Tao Zhou, Xiaoyu Guo, Xinyu Yan, Zhihui Tian
2021 — conf
Improved Categorical Cross-Entropy Loss for Training Deep Neural Networks with Noisy Labels.
PRCV (4)
Panle Li, Xiaohui He, Dingjun Song, Zihao Ding, Mengjia Qiao, Xijie Cheng, Runchuan Li
2021 J jnl
LR-RoadNet: A long-range context-aware neural network for road extraction via high-resolution remote sensing images.
IET Image Process.
Panle Li, Zhihui Tian, Xiaohui He, Mengjia Qiao, Xijie Cheng, Dingjun Song, Mingyang Chen, Jiamian Li, Tao Zhou, Xiaoyu Guo, Zhiqiang Li, Daidong Li, Zihao Ding, Runchuan Li
2021 J jnl
Robust Deep Neural Networks for Road Extraction From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Panle Li, Xiaohui He, Mengjia Qiao, Xijie Cheng, Zhiqiang Li, Haotian Luo, Dingjun Song, Daidong Li, Shaokai Hu, Runchuan Li, Pu Han, Fangbing Qiu, Hengliang Guo, Jiandong Shang, Zhihui Tian
2019 J jnl
Object Extraction From Very High-Resolution Images Using a Convolutional Neural Network Based on a Noisy Large-Scale Dataset.
IEEE Access
Panle Li, Xiaohui He, Xijie Cheng, Xu Gao, Runchuan Li, Mengjia Qiao, Daidong Li, Fangbing Qiu, Zhiqiang Li
2018 — conf
Research on Coordination of Urbanization and Driving Forces of Urban Agglomeration in China Based on Nighttime Light Data.
Agro-Geoinformatics
Xiaohui He, Mengjia Qiao