Kyle Gao

Leveraging Multi-View Images to Learn Domain-Invariant Discriminative Embeddings for Cross-View Geo-Localization

Ziyi Chen, Tingyu Li, Dilong Li, Jin Gou, Cheng Wang, Kyle Gao, Jonathan Li, Zheng Gong 2026 IEEE Transactions on Circuits and Systems for Video Technology

Foundation Models For 3D Point Cloud Understanding: A Survey

Jing Du, John Zelek, Dening Lu, Kyle Gao, Qiming Xia, Ting Han, Jingxiang Li, Quanyun Wu, Yang Luo, Hongjie He, Yuhong He, Jonathan Li 2026

Neural radiance fields in 3D vision: A comprehensive review

Kyle Gao, Yina Gao, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li 2026 Computational Visual Media

Risk-Aware LLM Agents for Geospatial Data Retrieval: Design and Preliminary Adversarial Evaluation

Kyle Gao, Joel Cumming, Jonathan Li, Linlin Xu, David A. Clausi 2026 International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

High accuracy water level estimation using super-resolution Sentinel-1 data

Y. Jia, Q. Liu, H. He, S. Jin, Chunqiao Song, K. Gao, Z. Wu 2026 International Journal of Applied Earth Observation and Geoinformation

Tree Canopy Segmentation in Low-Data Regimes Using Pretrained Deep Models

D. Szczecina, H. Sun, A. Bertnyk, N. Azad, K. Gao, L.L. Xu 2026

Is Pre-training Enough? SAR-IceFM: Towards Multi-Task Foundation Models for Sea Ice Classification

Javier Noa Turnes, Muhammed Patel, Fernando Pena Cantu, Kyle Gao, Linlin Xu, David A. Clausi 2026

3D Representation in SLAM: From Explicit and Implicit Models to Embodied Intelligence

Quanyun Wu, Kyle Gao, Daisy Li, Wentao Sun, Dening Lu, Hongjie He, Jing Du, Yuhao Chen, Jonathan Li 2026

Kitchentwin: Semantically and geometrically grounded 3D kitchen digital twins

Quanyun Wu, Kyle Gao, Daniel Long, David A. Clausi, Jonathan Li, Yuhao Chen 2026 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reliable Data-Driven Wildfire Risk Prediction and Understanding in Western Canada

Z. Xu, L. Wang, S. Cheng, X. Rui, K. Gao, Y. Zhu, M. Heffring, Z. Dewis, S. Taleghanidoozdoozan, M. Alkayid, H. He, Y. Zhang, S. O’Sullivan, J. Li, L.L. Xu 2026

SaLSE-net: a self-attention-based local structure enhancement network for landslide point cloud segmentation

S. Zheng, C. Ye, Y. Li, Qiang Xie, Y. Zhou, J. Deng, K. Gao, M.A. Chapman 2026 International Journal of Digital Earth

A2G-SRNet: An Adaptive Attention-Guided Transformer and Super-Resolution Network for Enhanced Aircraft Detection in Satellite Imagery

Nan Chen, Biao Zhang, Hongjie He, Kyle Gao, Zhouzhou Liu, Liangzhi Li 2025 Sensors

3D semantic segmentation: Cluster-based sampling and proximity hashing for novel class discovery

Jing Du, Linlin Xu, Lingfei Ma, Kyle Gao, John Zelek, Jonathan Li 2025 ISPRS Journal of Photogrammetry and Remote Sensing

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 2025 IEEE Geoscience and Remote Sensing Letters

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 2025 IEEE Transactions on Geoscience and Remote Sensing

Gaussian Building Mesh (GBM): Extract a building’s 3D mesh with Google Earth and Gaussian Splatting

Kyle Gao, Dening Lu, Hongjie He, Liangzhi Li, Linlin Xu, Michael A. Chapman, Jonathan Li 2025 Remote Sensing Applications: Society and Environment

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 2025 International Journal of Applied Earth Observation and Geoinformation

L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection

X. Huang, Ziyi Xu, H. Wu, J. Wang, Q. Xia, Y. Xia, J. Li, K. Gao, C. Wen, C. Wang 2025 Proceedings of the AAAI Conference on Artificial Intelligence

3DLST: 3D Learnable Supertoken Transformer for LiDAR point cloud scene segmentation

Dening Lu, Linlin Xu, Jun Zhou, Kyle (Yilin) Gao, Jonathan Li 2025 International Journal of Applied Earth Observation and Geoinformation

3D-UMamba: 3D U-Net with state space model for semantic segmentation of multi-source LiDAR point clouds

Dening Lu, Linlin Xu, Jun Zhou, Kyle Gao, Zheng Gong, Dedong Zhang 2025 International Journal of Applied Earth Observation and Geoinformation

Exploring Token Serialization for Mamba-Based LiDAR Point Cloud Segmentation

Dening Lu, Kyle Gao, Jonathan Li, Dedong Zhang, Linlin Xu 2025 IEEE Transactions on Geoscience and Remote Sensing

SAGOnline: Segment Any Gaussians Online

Wentao Sun, Quanyun Wu, Hanqing Xu, Kyle Gao, Zhengsen Xu, Yiping Chen, Dedong Zhang, Lingfei Ma, John S. Zelek, Jonathan Li 2025

S2RDA: a synthetic-to-real domain adaptation framework for label-efficient road boundary extraction from mobile laser scanning point clouds

Z. Wang, Z. Luo, K. Gao, Y. Yu, G. Wu, D. Zhang, J. Li 2025

UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation

Pengfei Zhang, Chang Li, Yongjun Zhang, Rongjun Qin, Kyle Gao, Jonathan Li 2025

Automatic error correction: Improving annotation quality for model optimization in oil-exploration related land disturbances mapping

Y. Cai, B. Hu, Hongjie He, K. Gao, H. Xu, Y. Zhang, S. Pirasteh, X. Wang, W. Chen, H. Li 2024 Egyptian Journal of Remote Sensing and Space Science

Object detection in aerial images using DOTA dataset: A survey

Z. Chen, H. Wang, X. Wu, J. Wang, X. Lin, C. Wang, K. Gao, Michael A. Chapman, D. Li 2024 International Journal of Applied Earth Observation and Geoinformation

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

N. Chen, B. Zhang, Hongjie He, Z. Liu, K. Gao 2024 International Geoscience and Remote Sensing Symposium (IGARSS)

Scene-Aware Online Calibration of LiDAR and Cameras for Driving Systems

Z. Gong, R. He, K. Gao, G. Cai 2024 IEEE Transactions on Instrumentation and Measurement

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

X.W. Liu, S. Qiao, K. Gao, H. He, M.A. Chapman, L. Xu, J. Li 2024

3DGTN: 3-D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation

D. Lu, K. Gao, Q. Xie, L. Xu, J. Li 2024 IEEE Transactions on Geoscience and Remote Sensing

Dynamic clustering transformer network for point cloud segmentation

Dening Lu, J. Zhou, K.Y. Gao, J. Du, L. Xu, J. Li 2024 International Journal of Applied Earth Observation and Geoinformation

Retrieving heavy metal concentrations in urban soil using satellite hyperspectral imagery

Nannan Yang, Liangzhi Li, Ling Han, Kyle Gao, Songjie Qu, Jonathan Li 2024 International Journal of Applied Earth Observation and Geoinformation

BrGAN: Blur Resist Generative Adversarial Network With Multiple Joint Dilated Residual Convolutions for Chlorophyll Color Image Restoration

Ziyi Chen, Yuhua Luo, Yiping Chen, Jing Wang, Dilong Li, Kyle Gao, Cheng Wang, Jonathan Li 2023 IEEE Transactions on Geoscience and Remote Sensing

Natural Language Aided Remote Sensing Image Few-Shot Classification

Deliang Chen, Jianbo Xiao, K. Gao, Y. Lu, S. Fatholahi, J. Li 2023 International Geoscience and Remote Sensing Symposium (IGARSS)

Research on Fast Detection Method of Wind Turbine in Remote Sensing Image Land Area Based on Yolo

Deliang Chen, Taotao Cheng, Yanyan Lu, Kyle Gao, Sarah Fatholahi, Jonathan Li 2023 IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

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

L. Li, L. Han, K. Gao, Hongjie He, L. Wang, J. Li 2023 International Journal of Applied Earth Observation and Geoinformation

SAR–Optical Image Matching With Semantic Position Probability Distribution

Liangzhi Li, Ling Han, Ming Liu, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li 2023 IEEE Transactions on Geoscience and Remote Sensing

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 2023 2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

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 2022 IEEE Access

IMPACT OF DEEP LEARNING-BASED SUPER-RESOLUTION ON BUILDING FOOTPRINT EXTRACTION

Hongjie He, K. Gao, W. Tan, L. Wang, S.N. Fatholahi, N. Chen, M.A. Chapman, J. Li 2022 International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

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

H. He, H. Xu, Y. Zhang, K. Gao, H. Li, L. Ma, J. Li 2022 International Journal of Applied Earth Observation and Geoinformation

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

Hongjie He, Kyle Gao, Weikan Tan, Lanying Wang, Nan Chen, Lingfei Ma, Jonathan Li 2022 International Journal of Applied Earth Observation and Geoinformation

WSPointNet: A multi-branch weakly supervised learning network for semantic segmentation of large-scale mobile laser scanning point clouds

X. Lei, H. Guan, L. Ma, Y. Yu, Z. Dong, K. Gao, M. Reza Delavar, J. Li 2022 International Journal of Applied Earth Observation and Geoinformation

Dynamic monitoring and modeling of the growth-poverty-inequality trilemma in the Nile River Basin with consistent night-time data (2000–2020)

Y. Lin, T. Zhang, X. Liu, J. Yu, J. Li, K. Gao 2022 International Journal of Applied Earth Observation and Geoinformation

Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels

W. Liu, J. Liu, Z. Luo, H. Zhang, K. Gao, J. Li 2022 International Journal of Applied Earth Observation and Geoinformation

3DCTN: 3D convolution-transformer network for point cloud classification

Dening Lu, Kyle Gao, Qian Xie, Linlin Xu, Jonathan Li 2022 IEEE Transactions on Intelligent Transportation Systems

Transformers in 3D Point Clouds: A Survey

Dening Lu, Qian Xie, M. Wei, K. Gao, L. Xu, J. Li 2022

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, Jose Marcanto Junior, Jonathan Li 2021 International Journal of Applied Earth Observation and Geoinformation

A region-based deep learning approach to instance segmentation of aerial orthoimagery for building rooftop extraction

Kyle Gao, Mengge Chen, Sarah Fatholahi, Hongjie He, Hongzhan Xu, Jose Marcanto Junior, Wesley Nunes Goncalves, Jonathan Li 2021 Geomatica

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 Anton Pedrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Kyle Gao, Linlin Xu, Jonathan Li 2021 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS

Waterloo building dataset: a city-scale vector building dataset for mapping building footprints using aerial orthoimagery

Hongjie He, Zijian Jiang, Kyle Gao, Sarah Fatholahi, Weikai Tan, Bingxu Hu, Hongzhan Xu, Michael A. Chapman, Jonathan Li 2021 Geomatica

Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network

Peiran Zhao, Haiyan Guan, Dilong Li, Hanyun Wang, Kyle Gao, Jose Marcato Junior, Jonathan Li 2021 International Journal of Applied Earth Observation and Geoinformation

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