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2020 – today
- 2024
[j7]Xiangda Lei, Haiyan Guan, Lingfei Ma
, Jiacheng Liu, Yogntao Yu, Lanying Wang, Zhen Dong, Huan Ni, Jonathan Li:
DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation. Int. J. Appl. Earth Obs. Geoinformation 131: 103970 (2024)- 2023
- [j6]Huchen Li, Haiyan Guan, Lingfei Ma, Xiangda Lei, Yongtao Yu, Hanyun Wang, Mahmoud Reza Delavar, Jonathan Li:
MVPNet: A multi-scale voxel-point adaptive fusion network for point cloud semantic segmentation in urban scenes. Int. J. Appl. Earth Obs. Geoinformation 122: 103391 (2023) - 2022
- [j5]Haiyan Guan, Xiangda Lei, Yongtao Yu, Haohao Zhao, Daifeng Peng, José Marcato Junior, Jonathan Li:
Road marking extraction in UAV imagery using attentive capsule feature pyramid network. Int. J. Appl. Earth Obs. Geoinformation 107: 102677 (2022) - [j4]Zhengsen Xu, Haiyan Guan, Jian Kang, Xiangda Lei, Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li:
Pavement crack detection from CCD images with a locally enhanced transformer network. Int. J. Appl. Earth Obs. Geoinformation 110: 102825 (2022) - [j3]Xiangda Lei, Haiyan Guan, Lingfei Ma, Yongtao Yu, Zhen Dong, Kyle Gao, Mahmoud Reza Delavar, Jonathan Li:
WSPointNet: A multi-branch weakly supervised learning network for semantic segmentation of large-scale mobile laser scanning point clouds. Int. J. Appl. Earth Obs. Geoinformation 115: 103129 (2022) - [j2]Zhiwen Zhang, Teng Li, Xuebin Tang, Xiangda Lei, Yuanxi Peng:
Introducing Improved Transformer to Land Cover Classification Using Multispectral LiDAR Point Clouds. Remote. Sens. 14(15): 3808 (2022) - 2020
- [j1]Xiangda Lei, Hongtao Wang, Cheng Wang, Zongze Zhao, Jianqi Miao, Puguang Tian:
ALS Point Cloud Classification by Integrating an Improved Fully Convolutional Network into Transfer Learning with Multi-Scale and Multi-View Deep Features. Sensors 20(23): 6969 (2020)
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