HH
Hongjie He
cs.CVcs.LGeess.IVaircraft detectioncs.AIcs.CLcs.GRglobal-local adaptive detectionsaliency-aware attentionsmall object detection
On Valency
published · living versionsW_2fnfpjhw·v1 · currentpublished
Data-Driven Vision-Language Models for Remote Sensing: A Survey
with Yue Zhou, Shujun Zhao, Xue Yang, Ruigang Li +5
1 version
Preprints & journals
13 papers in the corpus · 2015–2026Data-Driven Vision-Language Models for Remote Sensing: A Survey2610.31304v1 · Yue Zhou, Shujun Zhao, Xue Yang et al.2026 · 1 citationIEEE Geoscience and Remote Sensing Magazine, vol. 14, no. 5, pp. 232-267, Oct. 2026on Valency
BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction2511.17597v2 · Zhengsen Xu, Sibo Cheng, Lanying Wang et al.2025 · 2 citationsarXiv
A2G-SRNet: An Adaptive Attention-Guided Transformer and Super-Resolution Network for Enhanced Aircraft Detection in Satellite Imagery.41228734 · Chen, Nan, Zhang, Biao, He, Hongjie et al.2025 · 1 citationSensors (Basel, Switzerland). 2025;25(21)
Instructor-Worker Large Language Model System for Policy Recommendation: a Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires2503.00566v4 · Kyle Gao, Dening Lu, Liangzhi Li et al.2025 · 7 citationsInternational Journal of Applied Earth Observation and Geoinformation 143 (2025) 104774
Digital Twin Buildings: 3D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform2502.05769v3 · Kyle Gao, Dening Lu, Liangzhi Li et al.2025 · 7 citationsIEEE Geoscience and Remote Sensing Letters 22 (2025) 6013405
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting2501.00625v3 · Kyle Gao, Liangzhi Li, Hongjie He et al.2024 · 1 citationRemote Sensing Applications: Society and Environment 40 2025 101807
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery2410.05717v2 · Willow Liu, Shuxin Qiao, Kyle Gao et al.2024 · 1 citationarXiv
Enhanced 3D Urban Scene Reconstruction and Point Cloud Densification using Gaussian Splatting and Google Earth Imagery2405.11021v2 · Kyle Gao, Dening Lu, Hongjie He et al.2024 · 12 citationsarXiv
Deep Learning for Wildfire Risk Prediction: Integrating Remote Sensing and Environmental Data2405.01607v5 · Zhengsen Xu, Jonathan Li, Sibo Cheng et al.2024 · 79 citationsarXiv
NeRF: Neural Radiance Field in 3D Vision: A Comprehensive Review (Updated Post-Gaussian Splatting)2210.00379v8 · Kyle Gao, Yina Gao, Hongjie He et al.2022 · 111 citationsarXiv
Monitoring surface deformation over oilfield using MT-InSAR and production well data2103.10985v1 · Sarah Narges Fatholahi, Hongjie He, Lanying Wang et al.2021 · 9 citationsarXiv
The impact of data volume on performance of deep learning based building rooftop extraction using very high spatial resolution aerial images2103.09300v2 · Hongjie He, Ke Yang, Yuwei Cai et al.2021 · 3 citationsarXiv
Single Image Superresolution via Directional Group Sparsity and Directional Features.25974939 · Li, Xiaoyan, He, Hongjie, Wang, Ruxin et al.2015 · 55 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2015;24(9):2874-88
Career total: 79 works. 13 are in this corpus.
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