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ORCIDHongjie He 0003
Person information
- affiliation: University of Waterloo, Waterloo, Ontario, Canada
Other persons with the same name
- Hongjie He — disambiguation page
- Hongjie He 0001
![[0000-0002-7783-7752]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-7783-7752")
— Tsinghua University, Beijing, China - Hongjie He 0002 — Xidian University, Xi'an, China
- Hongjie He 0005 — Southwest Jiaotong University, Chengdu, Sichuan, China
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2020 – today
- 2025
[j16]Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Jing Du, Linlin Xu, Jonathan Li:
Instructor-Worker large language model system for policy recommendation: A case study on air quality analysis of the January 2025 Los Angeles wildfires. Int. J. Appl. Earth Obs. Geoinformation 143: 104774 (2025)- [j15]Donglin Fan, Xin Yang, Hongchang He, Hongjie He, Bolin Fu:
Bridging the cloud gap: AHI/ATMS synergy through CNN feature fusion for all-weather SST retrieval. Int. J. Appl. Earth Obs. Geoinformation 144: 104887 (2025) - [j14]Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li:
Digital Buildings Analysis: 3-D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j13]Jing Teng, Zhiwei Zhu, Dongming Pu, Tian Wang, Xinhua Zeng, Hichem Snoussi, Ruifeng Shi, Quan Z. Sheng, Hongjie He, Jonathan Li:
MSCSCNet: Multiscale Convolution Selective Context Network With Boundary Supervision for Semantic Segmentation of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 25892-25908 (2025) - [j12]Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li, Zheng Gong:
Enhanced 3-D Urban Scene Reconstruction and Point Cloud Densification Using Gaussian Splatting and Google Earth Imagery. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [i8]Kyle Gao, Liangzhi Li, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li:
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting. CoRR abs/2501.00625 (2025) - [i7]Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li:
Digital Twin Buildings: 3D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform. CoRR abs/2502.05769 (2025) - [i6]Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li:
Instructor-Worker Large Language Model System for Policy Recommendation: a Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires. CoRR abs/2503.00566 (2025) - 2024
- [j11]Li Li, Hongjie He, Nan Chen, Xujie Kang, Baojie Wang:
SLRCNN: Integrating sparse and low-rank with a CNN denoiser for hyperspectral and multispectral image fusion. Int. J. Appl. Earth Obs. Geoinformation 134: 104227 (2024) - [j10]Hongjie He, Lingfei Ma, Jonathan Li:
HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [c8]Weidong Liang, Jingtian Tan, Hongjie He, Hongzhang Xu, Jonathan Li:
Detection of Small Objects from UAV Imagery via an Improved Swin Transformer. IGARSS 2024: 9134-9138 - [c7]Zhengsen Xu, Hiayan Guan, Hongjie He, Jonathan Li:
UnderstAnding Bag of Tricks of Deep Learning-Based Semantic Segmentation in Pavement Crack Detection. IGARSS 2024: 9600-9603 - [c6]Nan Chen, Biao Zhang, Hongjie He, Zhouzhou Liu, Kyle Gao:
Synchronizing Spatiotemporal Reflectance Fusion via Dual Bayesian Nonparametric Inference and Explicit Downsampling. IGARSS 2024: 10358-10362 - [i5]Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li:
Enhanced 3D Urban Scene Reconstruction and Point Cloud Densification using Gaussian Splatting and Google Earth Imagery. CoRR abs/2405.11021 (2024) - [i4]Willow Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Michael A. Chapman, Linlin Xu, Jonathan Li:
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery. CoRR abs/2410.05717 (2024) - 2023
- [j9]Hongzhang Xu, Hongjie He, Ying Zhang, Lingfei Ma, Jonathan Li:
A comparative study of loss functions for road segmentation in remotely sensed road datasets. Int. J. Appl. Earth Obs. Geoinformation 116: 103159 (2023) - [j8]Liangzhi Li, Ling Han, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li:
Coarse-to-fine matching via cross fusion of satellite images. Int. J. Appl. Earth Obs. Geoinformation 125: 103574 (2023) - [j7]Liangzhi Li, Ling Han, Ming Liu, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li:
SAR-Optical Image Matching With Semantic Position Probability Distribution. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c5]Xuanchen Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Lingfei Ma, Jonathan Li:
Nighttime Light Missing Data Retrieval Using Modis Version 6 Satellite Data and Mask Dilated Partial Convolutional Neural Network. IGARSS 2023: 2989-2992 - [c4]Yuwei Cai, Hongjie He, Zhimeng He, Michael A. Chapman, Jing Li, Lingfei Ma, Jonathan Li:
Enhancing Spatial Resolution of Building Datasets Using Transformer-Based Single-Image Super-Resolution. IGARSS 2023: 6338-6341 - 2022
- [j6]Kyle Gao, Hongjie He, Dening Lu, Linlin Xu, Lingfei Ma, Jonathan Li:
Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset. IEEE Access 10: 134427-134439 (2022) - [j5]Hongjie He, Kyle Gao, Weikai Tan, Lanying Wang, Nan Chen, Lingfei Ma, Jonathan Li:
Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network. Int. J. Appl. Earth Obs. Geoinformation 111: 102826 (2022) - [j4]Hongjie He, Hongzhang Xu, Ying Zhang, Kyle Gao, Huxiong Li, Lingfei Ma, Jonathan Li:
Mask R-CNN based automated identification and extraction of oil well sites. Int. J. Appl. Earth Obs. Geoinformation 112: 102875 (2022) - [c3]Hongjie He, Hongzhang Xu, Ying Zhang, Michael A. Chapman, Yiping Chen, Jonathan Li:
Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images. IGARSS 2022: 4615-4618 - [i3]Kyle Gao, Yina Gao, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li:
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review. CoRR abs/2210.00379 (2022) - 2021
- [j3]Qiutong Yu, Shusen Wang, Hongjie He, Ke Yang, Lingfei Ma, Jonathan Li:
Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model. Int. J. Appl. Earth Obs. Geoinformation 102: 102404 (2021) - [j2]Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, Kyle Gao, Yandong Li, José Marcato Junior, Jonathan Li:
Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation. Int. J. Appl. Earth Obs. Geoinformation 104: 102570 (2021) - [j1]Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, José Marcato Junior, Jonathan Li:
Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7489-7505 (2021) - [c2]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:
The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images. IGARSS 2021: 1343-1346 - [c1]Sarah Narges Fatholahi, Hongjie He, Lanying Wang, Awase Syed, Jonathan Li:
Monitoring Surface Deformation Over Oilfield Using MT-Insar and Production Well Data. IGARSS 2021: 2298-2301 - [i2]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:
A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR abs/2102.03213 (2021) - [i1]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:
A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images. CoRR abs/2103.09300 (2021)
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