Michael A. Chapman

21 papers C 3Journal 18
YearRankTypeTitle / Venue / Authors
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
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
2022 C conf
Assessing the Impact of Covid-19 on Human Activities in the Greater Toronto Area by Nighttime Light Images and Active Covid-19 Cases.
IGARSS
Lanying Wang, Jianshen Wang, Sarah Narges Fatholahi, Michael A. Chapman, Yiping Chen, 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
BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery.
IEEE Trans. Intell. Transp. Syst.
Lingfei Ma, Ying Li, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman
2022 J jnl
Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road.
IEEE Trans. Intell. Transp. Syst.
Chengming Ye, He Zhao, Lingfei Ma, Han Jiang, Hongfu Li, Ruisheng Wang, Michael A. Chapman, José Marcato Junior, Jonathan Li
2021 J jnl
Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst.
Lingfei Ma, Ying Li, Jonathan Li, Yongtao Yu, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman
2021 J jnl
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review.
IEEE Trans. Neural Networks Learn. Syst.
Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Michael A. Chapman, Dongpu Cao, Jonathan Li
2021 J jnl
Multi-Scale Point-Wise Convolutional Neural Networks for 3D Object Segmentation From LiDAR Point Clouds in Large-Scale Environments.
IEEE Trans. Intell. Transp. Syst.
Lingfei Ma, Ying Li, Jonathan Li, Weikai Tan, Yongtao Yu, Michael A. Chapman
2020 J jnl
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review.
CoRR
Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Dongpu Cao, Jonathan Li, Michael A. Chapman
2020 J jnl
Semi-Automated Generation of Road Transition Lines Using Mobile Laser Scanning Data.
IEEE Trans. Intell. Transp. Syst.
Chengming Ye, Jonathan Li, Han Jiang, He Zhao, Lingfei Ma, Michael A. Chapman
2019 J jnl
Generation of Horizontally Curved Driving Lines in HD Maps Using Mobile Laser Scanning Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Lingfei Ma, Ying Li, Jonathan Li, Zilong Zhong, Michael A. Chapman
2018 J jnl
Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review.
Remote. Sens.
Lingfei Ma, Ying Li, Jonathan Li, Cheng Wang, Ruisheng Wang, Michael A. Chapman
2018 J jnl
Quantifying the Carbon Storage in Urban Trees Using Multispectral ALS Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xinqu Chen, Chengming Ye, Jonathan Li, Michael A. Chapman
2018 J jnl
Road Surface Monitoring Using Smartphone Sensors: A Review.
Sensors
Shahram Sattar, Songnian Li, Michael A. Chapman
2018 J jnl
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weikai Tan, Jonathan Li, Linlin Xu, Michael A. Chapman
2018 J jnl
Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens.
Zilong Zhong, Jonathan Li, Zhiming Luo, Michael A. Chapman
2015 J jnl
Automated Road Information Extraction From Mobile Laser Scanning Data.
IEEE Trans. Intell. Transp. Syst.
Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Cheng Wang
2015 J jnl
Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens.
Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Hanyun Wang, Cheng Wang, Ruifang Zhai
2013 J jnl
Process virtualization of large-scale lidar data in a cloud computing environment.
Comput. Geosci.
Haiyan Guan, Jonathan Li, Liang Zhong, Yongtao Yu, Michael A. Chapman
2010 J jnl
Segmentation of SAR Intensity Imagery With a Voronoi Tessellation, Bayesian Inference, and Reversible Jump MCMC Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Yu Li, Jonathan Li, Michael A. Chapman