Hongjie He - RankMe

35 papers A* 1C 8Journal 26

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction. AAAI Zhengsen Xu, Sibo Cheng, Lanying Wang, Hongjie He, Wentao Sun, Jonathan Li, Lincoln Linlin Xu
2026	J	`jnl`	Trustworthy Data-Driven Wildfire Risk Prediction and Understanding in Western Canada. CoRR 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
2025	J	`jnl`	BCWildfire: A Long-term Multi-factor Dataset and Deep Learning Benchmark for Boreal Wildfire Risk Prediction. CoRR Zhengsen Xu, Sibo Cheng, Lanying Wang, Hongjie He, Wentao Sun, Jonathan Li, Lincoln Linlin Xu
2025	J	`jnl`	Bridging the cloud gap: AHI/ATMS synergy through CNN feature fusion for all-weather SST retrieval. Int. J. Appl. Earth Obs. Geoinformation Donglin Fan, Xin Yang, Hongchang He, Hongjie He, Bolin Fu
2025	J	`jnl`	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. Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li
2025	J	`jnl`	Digital Twin Buildings: 3D Modeling, GIS Integration, and Visual Descriptions Using Gaussian Splatting, ChatGPT/Deepseek, and Google Maps Platform. CoRR Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li
2025	J	`jnl`	Enhanced 3-D Urban Scene Reconstruction and Point Cloud Densification Using Gaussian Splatting and Google Earth Imagery. IEEE Trans. Geosci. Remote. Sens. Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li, Zheng Gong
2025	J	`jnl`	Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting. CoRR Kyle Gao, Liangzhi Li, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li
2025	J	`jnl`	Instructor-Worker Large Language Model System for Policy Recommendation: a Case Study on Air Quality Analysis of the January 2025 Los Angeles Wildfires. CoRR Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Linlin Xu, Jonathan Li
2025	J	`jnl`	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 Kyle Gao, Dening Lu, Liangzhi Li, Nan Chen, Hongjie He, Jing Du, Linlin Xu, Jonathan Li
2025	J	`jnl`	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. Jing Teng, Zhiwei Zhu, Dongming Pu, Tian Wang, Xinhua Zeng, Hichem Snoussi, Ruifeng Shi, Quan Z. Sheng, Hongjie He, Jonathan Li
2024	J	`jnl`	Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery. CoRR Willow Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Michael A. Chapman, Linlin Xu, Jonathan Li
2024	C	`conf`	Detection of Small Objects from UAV Imagery via an Improved Swin Transformer. IGARSS Weidong Liang, Jingtian Tan, Hongjie He, Hongzhang Xu, Jonathan Li
2024	J	`jnl`	Enhanced 3D Urban Scene Reconstruction and Point Cloud Densification using Gaussian Splatting and Google Earth Imagery. CoRR Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li
2024	J	`jnl`	HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation. IEEE Trans. Geosci. Remote. Sens. Hongjie He, Lingfei Ma, Jonathan Li
2024	J	`jnl`	SLRCNN: Integrating sparse and low-rank with a CNN denoiser for hyperspectral and multispectral image fusion. Int. J. Appl. Earth Obs. Geoinformation Li Li, Hongjie He, Nan Chen, Xujie Kang, Baojie Wang
2024	C	`conf`	Synchronizing Spatiotemporal Reflectance Fusion via Dual Bayesian Nonparametric Inference and Explicit Downsampling. IGARSS Nan Chen, Biao Zhang, Hongjie He, Zhouzhou Liu, Kyle Gao
2024	C	`conf`	UnderstAnding Bag of Tricks of Deep Learning-Based Semantic Segmentation in Pavement Crack Detection. IGARSS Zhengsen Xu, Hiayan Guan, Hongjie He, Jonathan Li
2023	J	`jnl`	A comparative study of loss functions for road segmentation in remotely sensed road datasets. Int. J. Appl. Earth Obs. Geoinformation Hongzhang Xu, Hongjie He, Ying Zhang, Lingfei Ma, Jonathan Li
2023	J	`jnl`	Coarse-to-fine matching via cross fusion of satellite images. Int. J. Appl. Earth Obs. Geoinformation Liangzhi Li, Ling Han, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li
2023	C	`conf`	Enhancing Spatial Resolution of Building Datasets Using Transformer-Based Single-Image Super-Resolution. IGARSS Yuwei Cai, Hongjie He, Zhimeng He, Michael A. Chapman, Jing Li, Lingfei Ma, Jonathan Li
2023	C	`conf`	Nighttime Light Missing Data Retrieval Using Modis Version 6 Satellite Data and Mask Dilated Partial Convolutional Neural Network. IGARSS Xuanchen Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Lingfei Ma, Jonathan Li
2023	J	`jnl`	SAR-Optical Image Matching With Semantic Position Probability Distribution. IEEE Trans. Geosci. Remote. Sens. Liangzhi Li, Ling Han, Ming Liu, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li
2022	C	`conf`	Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images. IGARSS Hongjie He, Hongzhang Xu, Ying Zhang, Michael A. Chapman, Yiping Chen, Jonathan Li
2022	J	`jnl`	Mask R-CNN based automated identification and extraction of oil well sites. Int. J. Appl. Earth Obs. Geoinformation Hongjie He, Hongzhang Xu, Ying Zhang, Kyle Gao, Huxiong Li, Lingfei Ma, Jonathan Li
2022	J	`jnl`	NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review. CoRR Kyle Gao, Yina Gao, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li
2022	J	`jnl`	Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset. IEEE Access Kyle Gao, Hongjie He, Dening Lu, Linlin Xu, Lingfei Ma, Jonathan Li
2022	J	`jnl`	Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network. Int. J. Appl. Earth Obs. Geoinformation Hongjie He, Kyle Gao, Weikai Tan, Lanying Wang, Nan Chen, Lingfei Ma, Jonathan Li
2021	J	`jnl`	A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR 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
2021	J	`jnl`	A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images. CoRR 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
2021	J	`jnl`	Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation. Int. J. Appl. Earth Obs. Geoinformation Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, Kyle Gao, Yandong Li, José Marcato Junior, Jonathan Li
2021	C	`conf`	Monitoring Surface Deformation Over Oilfield Using MT-Insar and Production Well Data. IGARSS Sarah Narges Fatholahi, Hongjie He, Lanying Wang, Awase Syed, Jonathan Li
2021	J	`jnl`	Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model. Int. J. Appl. Earth Obs. Geoinformation Qiutong Yu, Shusen Wang, Hongjie He, Ke Yang, Lingfei Ma, Jonathan Li
2021	J	`jnl`	Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, José Marcato Junior, Jonathan Li
2021	C	`conf`	The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images. IGARSS 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