| 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 32 (8), 3412-3432, 2020 | 533 | 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 | 263 | 2020 |
| 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 60, 5514715, 2021 | 233 | 2021 |
| 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 | 210 | 2018 |
| Deep residual networks for hyperspectral image classification Z Zhong, J Li, L Ma, H Jiang, H Zhao IGARSS 2017, 1824-1827, 2017 | 145 | 2017 |
| 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 22 (2), 821 - 836, 2019 | 127 | 2019 |
| 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 58 (5), 3588 - 3600, 2019 | 126 | 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 | 104 | 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 | 98 | 2020 |
| 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 | 69 | 2022 |
| 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 | 59 | 2019 |
| 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 | 56 | 2020 |
| 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 | 55 | 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 | 44 | 2019 |
| A comparative study of loss functions for road segmentation in remotely sensed road datasets H Xu, H He, Y Zhang, L Ma*, J Li International Journal of Applied Earth Observations and Geoinformation 116 …, 2023 | 40 | 2023 |
| Status, advancements and prospects of deep learning methods applied in forest studies T Yun, J Li, L Ma, J Zhou, R Wang, MP Eichhorn, H Zhang International Journal of Applied Earth Observation and Geoinformation, https …, 2024 | 39 | 2024 |
| 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 21 (5), 1877 - 1890, 2019 | 38 | 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 23 (2), 1505 - 1518, 2020 | 37 | 2020 |
| 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 17 (7), 1263 - 1267, 2019 | 36 | 2019 |
| Semantic Segmentation with Labeling Uncertainty and Class Imbalance Applied to Vegetation Mapping PO Bressan, JM Junior, JAC Martins, MJ Melo, DN Gonçalvez, DM Freitas, ... International Journal of Applied Earth Observation and Geoinformation, DOI …, 2022 | 35 | 2022 |
