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ORCIDMichael A. Chapman
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- affiliation: Toronto Metropolitan University, Department of Civil Engineering, Toronto, ON, Canada
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2020 – today
- 2023
[c3]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: 6338-6341- 2022
- [j16]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): 1505-1518 (2022) - [j15]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): 5638-5654 (2022) - [c2]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: 4615-4618 - [c1]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: 7847-7850 - 2021
- [j14]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): 821-836 (2021) - [j13]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): 1981-1995 (2021) - [j12]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): 3412-3432 (2021) - 2020
- [j11]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): 1877-1890 (2020) - [i1]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 abs/2005.09830 (2020)
2010 – 2019
- 2019
- [j10]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): 1572-1586 (2019) - 2018
- [j9]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): 1531 (2018) - [j8]Shahram Sattar, Songnian Li, Michael A. Chapman:
Road Surface Monitoring Using Smartphone Sensors: A Review. Sensors 18(11): 3845 (2018) - [j7]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): 1419-1432 (2018) - [j6]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): 3358-3365 (2018) - [j5]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): 847-858 (2018) - 2015
- [j4]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): 1527-1537 (2015) - [j3]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): 194-205 (2015) - 2013
- [j2]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: 109-116 (2013) - 2010
- [j1]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): 1872-1881 (2010)
Coauthor Index
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