Dening Lu - Publications, H-index & Citations

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Dening Lu

university of waterloo

11H-index

43Paper Count

629Citation Count

Published Papers 24

Publication Date

Exploring transfer learning for individual tree species classification by cross-platform point cloud

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-04-08

OAAI

Lanying Wang; Haiyan Guan; Dening Lu; Dedong Zhang; Jonathan Li

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Corrigendum to “3DLST: 3D Learnable Supertoken Transformer for LiDAR point cloud scene segmentation” [Int. J. Appl. Earth Observ. Geoinf. 140 (2025) 104572]

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-03-31

OAAI

Dening Lu; Linlin Xu; Jun Zhou; Kyle (Yilin) Gao; Jonathan Li

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

Remote Sensing Applications: Society and Environment

IF0

2025-11-20

OAAI

Kyle Gao; Dening Lu; Hongjie He; Liangzhi Li; Linlin Xu; Michael A. Chapman; Jonathan Li

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Multi-KPConv: deep learning-based LiDAR point cloud ground point extraction for complex terrains on the Loess Plateau

International Journal of Digital Earth

IF4.9

2025-09-14

OAAI

Chao Zhu; Jingxiang Li; Jonathan Li; Fuquan Tang; Dening Lu; Yuguang Wang; Junlei Xue; Qian Yang; Yu Su

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

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2025-08-19

PREAI

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

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

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-06-01

PREAI

Lu, Dening; Xu, Linlin; Zhou, Jun; Gao, Kyle (Yilin); Li, Jonathan

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

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2025-02-01

OAAI

Lu, Dening; Xu, Linlin; Zhou, Jun; Gao, Kyle; Gong, Zheng

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

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

IF4.4

2025-01-01

PREAI

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

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

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

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Individual tree species classification using low-density airborne LiDAR data via attribute-aware cross-branch transformer

REMOTE SENSING OF ENVIRONMENT

IF11.4

2024-12-01

PREAI

Wang, Lanying; Lu, Dening; Xu, Linlin; Robinson, Derek T.; Tan, Weikai; Xie, Qian; Guan, Haiyan; Chapman, Michael A.; Li, Jonathan

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SimLOG: Simultaneous Local-Global Feature Learning for 3D Object Detection in Indoor Point Clouds

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-12-01

PREAI

Wei, Mingqiang; Chen, Baian; Nan, Liangliang; Xie, Haoran; Gu, Lipeng; Lu, Dening; Wang, Fu Lee; Li, Qing

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Integrating deep transformer and temporal convolutional networks for SMEs revenue and employment growth prediction

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-10-01

PREAI

Lu, Dening; Schwartz, Shimon; Xu, Linlin; Shafiee, Mohammad Javad; Vinson, Norman G.; Czarnecki, Krzysztof J.; Wong, Alexander

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Dynamic clustering transformer network for point cloud segmentation

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-04-01

OAAI

Lu, Dening; Zhou, Jun; Gao, Kyle (Yilin); Du, Jing; Xu, Linlin; Li, Jonathan

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

OAAI

Lu, Dening; Gao, Kyle; Xie, Qian; Xu, Linlin; Li, Jonathan

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3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-12-01

OAAI

Lu, Dening; Xie, Qian; Gao, Kyle; Xu, Linlin; Li, Jonathan

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Integrated Circuit Gold Wire Bonding Measurement Via 3-D Point Cloud Deep Learning

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2022-11-01

PREAI

Xie, Qian; Long, Kun; Lu, Dening; Li, Dawei; Zhang, Yuan; Wang, Jun

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

IEEE ACCESS

IF3.6

2022-01-01

OAAI

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

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Part-in-whole point cloud registration for aircraft partial scan automated localization

COMPUTER-AIDED DESIGN

IF3.1

2021-08-01

PREAI

Xie, Qian; Zhang, Yiming; Cao, Xuanming; Xu, Yabin; Lu, Dening; Chen, HongHua; Wang, Jun

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Aircraft skin gap and flush measurement based on seam region extraction from 3D point cloud

MEASUREMENT

IF5.6

2021-05-01

PREAI

Long, Kun; Xie, Qian; Lu, Dening; Wu, Qiaoyun; Liu, Yuanpeng; Wang, Jun

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RRCNet: Rivet Region Classification Network for Rivet Flush Measurement Based on 3-D Point Cloud

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2021-01-01

PREAI

Xie, Qian; Lu, Dening; Huang, Anyi; Yang, Jianping; Li, Dawei; Zhang, Yuan; Wang, Jun

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Research Directions