Michael A. Chapman

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 16

Top Topics

High Spatial Resolution

Autonomous Driving

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

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)
Chengming Ye, He Zhao, Lingfei Ma, Han Jiang, Hongfu Li, Ruisheng Wang, Michael A. Chapman, José Marcato Junior, Jonathan Li
Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
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)
Lingfei Ma, Ying Li, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman
BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Lanying Wang, Jianshen Wang, Sarah Narges Fatholahi, Michael A. Chapman, Yiping Chen, Jonathan Li
Assessing the Impact of Covid-19 on Human Activities in the Greater Toronto Area by Nighttime Light Images and Active Covid-19 Cases. IGARSS (2022)
Lingfei Ma, Ying Li, Jonathan Li, Weikai Tan, Yongtao Yu, Michael A. Chapman
Multi-Scale Point-Wise Convolutional Neural Networks for 3D Object Segmentation From LiDAR Point Clouds in Large-Scale Environments. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Lingfei Ma, Ying Li, Jonathan Li, Yongtao Yu, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman
Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Michael A. Chapman, Dongpu Cao, Jonathan Li
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Chengming Ye, Jonathan Li, Han Jiang, He Zhao, Lingfei Ma, Michael A. Chapman
Semi-Automated Generation of Road Transition Lines Using Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 21 (5) (2020)
Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Dongpu Cao, Jonathan Li, Michael A. Chapman
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review. CoRR (2020)
Lingfei Ma, Ying Li, Jonathan Li, Zilong Zhong, Michael A. Chapman
Generation of Horizontally Curved Driving Lines in HD Maps Using Mobile Laser Scanning Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (5) (2019)
Weikai Tan, Jonathan Li, Linlin Xu, Michael A. Chapman
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (5) (2018)
Shahram Sattar, Songnian Li, Michael A. Chapman
Road Surface Monitoring Using Smartphone Sensors: A Review. Sensors 18 (11) (2018)
Xinqu Chen, Chengming Ye, Jonathan Li, Michael A. Chapman
Quantifying the Carbon Storage in Urban Trees Using Multispectral ALS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (9) (2018)
Lingfei Ma, Ying Li, Jonathan Li, Cheng Wang, Ruisheng Wang, Michael A. Chapman
Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review. Remote. Sens. 10 (10) (2018)
Zilong Zhong, Jonathan Li, Zhiming Luo, Michael A. Chapman
Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework. IEEE Trans. Geosci. Remote. Sens. 56 (2) (2018)
Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Cheng Wang
Automated Road Information Extraction From Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 16 (1) (2015)
Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Hanyun Wang, Cheng Wang, Ruifang Zhai
Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data. IEEE Trans. Geosci. Remote. Sens. 53 (3) (2015)
Haiyan Guan, Jonathan Li, Liang Zhong, Yongtao Yu, Michael A. Chapman
Process virtualization of large-scale lidar data in a cloud computing environment. Comput. Geosci. 60 (2013)
Yu Li, Jonathan Li, Michael A. Chapman
Segmentation of SAR Intensity Imagery With a Voronoi Tessellation, Bayesian Inference, and Reversible Jump MCMC Algorithm. IEEE Trans. Geosci. Remote. Sens. 48 (4-1) (2010)