Lingfei Ma
Lingfei Ma
Assistant Professor@Central University of Finance and Economics; PhD@University of Waterloo
Verified email at uwaterloo.ca - Homepage
Title
Cited by
Cited by
Year
Mobile laser scanned point-clouds for road object detection and extraction: A review
L Ma, Y Li, J Li, C Wang, R Wang, MA Chapman
Remote Sensing 10 (10), 1531, 2018
812018
Deep residual networks for hyperspectral image classification
Z Zhong, J Li, L Ma, H Jiang, H Zhao
IGARSS 2017, 1824-1827, 2017
582017
Generation of horizontally curved driving lines in HD maps using mobile laser scanning point clouds
L Ma, Y Li, J Li, Z Zhong, M Chapman
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
212019
A machine learning framework to predict nutrient content in valencia-orange leaf hyperspectral measurements
LP Osco, APM Ramos, MM Faita Pinheiro, ÉAS Moriya, NN Imai, ...
Remote Sensing 12 (6), 906, 2020
182020
TGNet: Geometric Graph CNN on 3D Point Cloud Segmentation
Y Li, L Ma, Z Zhong, D Cao, J Li
IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2019 …, 2019
182019
Semi-Automated Generation of Road Transition Lines Using Mobile Laser Scanning Data
C Ye, J Li, H Jiang, H Zhao, L Ma, M Chapman
IEEE Transactions on Intelligent Transportation Systems, 10.1109/TITS.2019 …, 2019
182019
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways
W Tan, Q Nannan, L Ma, Y Li, J Du, G Cai, K Yang, J Li
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
142020
Multi-scale Point-wise Convolutional Neural Networks for 3D Object Segmentation from LiDAR Point Clouds in Large-scale Environments
L Ma, Y Li, J Li, W Tan, Y Yu, M Chapman
IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS …, 2019
132019
Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review
Y Li, L Ma, Z Zhong, F Liu, D Cao, J Li, MA Chapman
IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109 …, 2020
112020
Rapid urban roadside tree inventory using a mobile laser scanning system
Y Chen, S Wang, L Ma, J Li, R Wu, Z Luo, C Wang, M Chapman
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019
82019
A Hybrid Capsule Network for Land Cover Classification Using Multispectral LiDAR Data
Y Yu, H Guan, D Li, T Gu, L Wang, L Ma, J Li
IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2019.2940505, 2019
72019
Capsule-based Networks for Road Marking Extraction and Classification from Mobile LiDAR Point Clouds
L Ma, Y Li, J Li, Y Yu, MJ José, WN Gonçalves, M Chapman
IEEE Transactions on Intelligent Transportation Systems, DOI:10.1109/TITS …, 2020
42020
EXAMINING URBAN EXPANSION USING MULTI-TEMPORAL LANDSAT IMAGERY: A CASE STUDY OF THE MONTREAL CENSUS METROPOLITAN AREA FROM 1975 TO 2015, CANADA.
L Ma, H Zhao, J Li
ISPRS Archives 41, 2016
42016
GRNet:Geometric relation network for 3D object detection from point clouds
Y Li, L Ma, W Tan, C Sun, D Cao, J Li
ISPRS Journal of Photogrammetry and Remote Sensing 165, 43-53, 2020
32020
Multispectral Airborne Laser Scanning Point-Clouds for Land Cover Classification Using Convolutional Neural Networks
L Ma, Z Chen, Y Li, J Li, D Zhang, M Chapman
ISPRS Archives, doi:10.5194/isprs-archives-XLII-2-W13-79, 2019
32019
Robust Lane Extraction from MLS Point Clouds Towards HD Maps Especially in Curve Road
C Ye, H Zhao, L Ma, J Li, H Jiang, R Wang, MA Chapman
IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS …, 2020
22020
Segment-based traffic sign detection from mobile laser scanning data
Y Li, L Ma, Y Huang, J Li.
IGARSS 2018, 4611-4614, 2018
22018
Automated Extraction of Driving Lines from Mobile Laser Scanning Point Clouds
L Ma, T Wu, Y Li, J Li, Y Chen, M Chapman
Advances in Cartography and GIScience of the ICA 1, doi: 10.5194/ica-adv-1 …, 2019
12019
Semantic Segmentation of UAV LiDAR Point Clouds of a Stack Interchange with Deep Neural Networks
W Tan, D Zhang, L Ma, L Wang, N Qin, Y Chen, J Li
XXIV ISPRS Congress 2021, 2021
2021
A CapsNets Approach to Pavement Crack Detection Using Mobile Laser Scanning Point Clouds
W Zhu, W Tan, L Ma, D Zhang, J Li, M Chapman
XXIV ISPRS Congress 2021, 2021
2021
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