| 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 | 386 | 2020 |
| 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 | 186 | 2020 |
| 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 | 175 | 2018 |
| Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework Z Zhong, Y Li, L Ma, J Li, W Zheng IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2021 …, 2021 | 158 | 2021 |
| Deep residual networks for hyperspectral image classification Z Zhong, J Li, L Ma, H Jiang, H Zhao IGARSS 2017, 1824-1827, 2017 | 123 | 2017 |
| 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 | 107 | 2019 |
| 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 | 96 | 2019 |
| A CNN Approach to Simultaneously Count Plants and Detect Plantation-rows from UAV Imagery LP Osco, MS de Arruda, DN Gonçalves, A Dias, J Batistoti, M de Souza, ... ISPRS Journal of Photogrammetry and Remote Sensing 174, 1-17, 2021 | 79 | 2021 |
| 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 | 77 | 2020 |
| 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 22 (4), 1981-1995, 2020 | 50 | 2020 |
| 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 | 47 | 2019 |
| Pavement crack detection from CCD images with a locally enhanced transformer network Z Xu, H Guan*, J Kang, X Lei, L Ma*, Y Yu, Y Chen, J Li International Journal of Applied Earth Observation and Geoinformation 110 …, 2022 | 40 | 2022 |
| 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 | 38 | 2019 |
| 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 | 37 | 2019 |
| Mask R-CNN based automated identification and extraction of oil well sites H He, H Xu, Y Zhang, K Gao, H Li, L Ma*, J Li International Journal of Applied Earth Observation and Geoinformation, 102875, 2022 | 31 | 2022 |
| 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 | 30 | 2019 |
| 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 | 27 | 2020 |
| Reconstructing GRACE-like TWS Anomalies for the Canadian Landmass Using Deep Learning and Land Surface Model Q Yu, S Wang, H He, K Yang, L Ma*, J Li International Journal of Applied Earth Observations and Geoinformation 102 …, 2021 | 23 | 2021 |
| BoundaryNet: Extraction and Completion of Road Boundaries with Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery L Ma, Y Li, J Li, JM Junior, W Goncalves, M Chapman IEEE Transactions on Intelligent Transportation Systems 23 (6), 5638-5654, 2021 | 22 | 2021 |
| 3D Vehicle Detection Using Multi-level Fusion From Point Clouds and Images K Zhao, L Ma, M Yu, L Liu, J Wang, JM Junior, WN Goncalves, J Li IEEE Transactions on Intelligent Transportation Systems, 10.1109/TITS.2021 …, 2022 | 20 | 2022 |
