Michael A. Chapman

According to our database, Michael A. Chapman authored at least 20 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Willow Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Michael A. Chapman, Linlin Xu, Jonathan Li

CoRR, 2024

2023

Enhancing Spatial Resolution of Building Datasets Using Transformer-Based Single-Image Super-Resolution.

Yuwei Cai, Hongjie He, Zhimeng He, Michael A. Chapman, Jing Li, Lingfei Ma, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road.

Chengming Ye, He Zhao, Lingfei Ma, Han Jiang, Hongfu Li, Ruisheng Wang, Michael A. Chapman, José Marcato Junior, Jonathan Li

IEEE Trans. Intell. Transp. Syst., 2022

BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery.

Lingfei Ma, Ying Li, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2022

Assessing the Impact of Covid-19 on Human Activities in the Greater Toronto Area by Nighttime Light Images and Active Covid-19 Cases.

Lanying Wang, Jianshen Wang, Sarah Narges Fatholahi, Michael A. Chapman, Yiping Chen, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images.

Hongjie He, Hongzhang Xu, Ying Zhang, Michael A. Chapman, Yiping Chen, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review.

Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Michael A. Chapman, Dongpu Cao, Jonathan Li

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Scale Point-Wise Convolutional Neural Networks for 3D Object Segmentation From LiDAR Point Clouds in Large-Scale Environments.

Lingfei Ma, Ying Li, Jonathan Li, Weikai Tan, Yongtao Yu, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2021

Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds.

Lingfei Ma, Ying Li, Jonathan Li, Yongtao Yu, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2021

2020

Semi-Automated Generation of Road Transition Lines Using Mobile Laser Scanning Data.

Chengming Ye, Jonathan Li, Han Jiang, He Zhao, Lingfei Ma, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2020

2019

Generation of Horizontally Curved Driving Lines in HD Maps Using Mobile Laser Scanning Point Clouds.

Lingfei Ma, Ying Li, Jonathan Li, Zilong Zhong, Michael A. Chapman

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

2018

Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework.

Zilong Zhong, Jonathan Li, Zhiming Luo, Michael A. Chapman

IEEE Trans. Geosci. Remote. Sens., 2018

Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast.

Weikai Tan, Jonathan Li, Linlin Xu, Michael A. Chapman

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Quantifying the Carbon Storage in Urban Trees Using Multispectral ALS Data.

Xinqu Chen, Chengming Ye, Jonathan Li, Michael A. Chapman

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Road Surface Monitoring Using Smartphone Sensors: A Review.

Shahram Sattar, Songnian Li, Michael A. Chapman

Sensors, 2018

Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review.

Lingfei Ma, Ying Li, Jonathan Li, Cheng Wang, Ruisheng Wang, Michael A. Chapman

Remote. Sens., 2018

2015

Automated Road Information Extraction From Mobile Laser Scanning Data.

Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Cheng Wang

IEEE Trans. Intell. Transp. Syst., 2015

Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data.

Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Hanyun Wang, Cheng Wang, Ruifang Zhai

IEEE Trans. Geosci. Remote. Sens., 2015

2013

Process virtualization of large-scale lidar data in a cloud computing environment.

Haiyan Guan, Jonathan Li, Liang Zhong, Yongtao Yu, Michael A. Chapman

Comput. Geosci., 2013

2010

Segmentation of SAR Intensity Imagery With a Voronoi Tessellation, Bayesian Inference, and Reversible Jump MCMC Algorithm.

Yu Li, Jonathan Li, Michael A. Chapman

IEEE Trans. Geosci. Remote. Sens., 2010