Hongjie He

According to our database, Hongjie He authored at least 35 papers between 2021 and 2026.

Collaborative distances:

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

2026

Real-Scale Island Area and Coastline Estimation using Only its Place Name or Coordinates.

Quanyun Wu, Kyle Gao, Wentao Sun, Hongjie He, Yuhao Chen, David A. Clausi, Jonathan Li

CoRR, May, 2026

Trustworthy Data-Driven Wildfire Risk Prediction and Understanding in Western Canada.

Zhengsen Xu, Lanying Wang, Sibo Cheng, Xue Rui, Kyle Gao, Yimin Zhu, Mabel Heffring, Zack Dewis, Saeid Taleghanidoozdoozan, Megan Greenwood, Motasem Alkayid, Quinn Ledingham, Hongjie He, Jonathan Li, Lincoln Linlin Xu

CoRR, January, 2026

BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction.

Zhengsen Xu, Sibo Cheng, Lanying Wang, Hongjie He, Wentao Sun, Jonathan Li, Lincoln Linlin Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Instructor-Worker Large Language Model System for Policy Recommendation: a Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires.

Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li

CoRR, March, 2025

Digital Twin Buildings: 3D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform.

Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li

CoRR, February, 2025

Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting.

Kyle Gao, Liangzhi Li, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li

CoRR, January, 2025

Enhanced 3-D Urban Scene Reconstruction and Point Cloud Densification Using Gaussian Splatting and Google Earth Imagery.

Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li, Zheng Gong

IEEE Trans. Geosci. Remote. Sens., 2025

MSCSCNet: Multiscale Convolution Selective Context Network With Boundary Supervision for Semantic Segmentation of Remote Sensing Images.

Jing Teng, Zhiwei Zhu, Dongming Pu, Tian Wang, Xinhua Zeng, Hichem Snoussi, Ruifeng Shi, Quan Z. Sheng, Hongjie He, Jonathan Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Digital Buildings Analysis: 3-D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform.

Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li

IEEE Geosci. Remote. Sens. Lett., 2025

Instructor-Worker large language model system for policy recommendation: A case study on air quality analysis of the January 2025 Los Angeles wildfires.

Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Jing Du, Linlin Xu, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2025

Bridging the cloud gap: AHI/ATMS synergy through CNN feature fusion for all-weather SST retrieval.

Donglin Fan, Xin Yang, Hongchang He, Hongjie He, Bolin Fu

Int. J. Appl. Earth Obs. Geoinformation, 2025

2024

HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation.

Hongjie He, Lingfei Ma, Jonathan Li

IEEE Trans. Geosci. Remote. Sens., 2024

Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery.

Willow Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Michael A. Chapman, Linlin Xu, Jonathan Li

CoRR, 2024

Enhanced 3D Urban Scene Reconstruction and Point Cloud Densification using Gaussian Splatting and Google Earth Imagery.

Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li

CoRR, 2024

SLRCNN: Integrating sparse and low-rank with a CNN denoiser for hyperspectral and multispectral image fusion.

Li Li, Hongjie He, Nan Chen, Xujie Kang, Baojie Wang

Int. J. Appl. Earth Obs. Geoinformation, 2024

UnderstAnding Bag of Tricks of Deep Learning-Based Semantic Segmentation in Pavement Crack Detection.

Zhengsen Xu, Hiayan Guan, Hongjie He, Jonathan Li

Proceedings of the IGARSS 2024, 2024

Detection of Small Objects from UAV Imagery via an Improved Swin Transformer.

Weidong Liang, Jingtian Tan, Hongjie He, Hongzhang Xu, Jonathan Li

Proceedings of the IGARSS 2024, 2024

Synchronizing Spatiotemporal Reflectance Fusion via Dual Bayesian Nonparametric Inference and Explicit Downsampling.

Nan Chen, Biao Zhang, Hongjie He, Zhouzhou Liu, Kyle Gao

Proceedings of the IGARSS 2024, 2024

2023

Coarse-to-fine matching via cross fusion of satellite images.

Liangzhi Li, Ling Han, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, December, 2023

A comparative study of loss functions for road segmentation in remotely sensed road datasets.

Hongzhang Xu, Hongjie He, Ying Zhang, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, February, 2023

SAR-Optical Image Matching With Semantic Position Probability Distribution.

Liangzhi Li, Ling Han, Ming Liu, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li

IEEE Trans. Geosci. Remote. Sens., 2023

Nighttime Light Missing Data Retrieval Using Modis Version 6 Satellite Data and Mask Dilated Partial Convolutional Neural Network.

Xuanchen Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Lingfei Ma, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Enhancing Spatial Resolution of Building Datasets Using Transformer-Based Single-Image Super-Resolution.

Yuwei Cai, Hongjie He, Zhimeng He, Michael A. Chapman, Jing Li, Lingfei Ma, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review.

Kyle Gao, Yina Gao, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li

CoRR, 2022

Mask R-CNN based automated identification and extraction of oil well sites.

Hongjie He, Hongzhang Xu, Ying Zhang, Kyle Gao, Huxiong Li, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network.

Hongjie He, Kyle Gao, Weikai Tan, Lanying Wang, Nan Chen, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset.

Kyle Gao, Hongjie He, Dening Lu, Linlin Xu, Lingfei Ma, Jonathan Li

IEEE Access, 2022

Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images.

Hongjie He, Hongzhang Xu, Ying Zhang, Michael A. Chapman, Yiping Chen, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding.

Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, José Marcato Junior, Jonathan Li

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

A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images.

Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Linlin Xu, Jonathan Li

CoRR, 2021

A Deep Learning Approach Based on Graphs to Detect Plantation Lines.

Diogo Nunes Gonçalves, Mauro dos Santos de Arruda, Hemerson Pistori, Vanessa Jordão Marcato Fernandes, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Lucas Prado Osco, Hongjie He, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves

CoRR, 2021

Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model.

Qiutong Yu, Shusen Wang, Hongjie He, Ke Yang, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2021

Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation.

Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, Kyle Gao, Yandong Li, José Marcato Junior, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2021

The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images.

Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Kyle Gao, Linlin Xu, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Monitoring Surface Deformation Over Oilfield Using MT-Insar and Production Well Data.

Sarah Narges Fatholahi, Hongjie He, Lanying Wang, Awase Syed, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021