Lingfei Ma

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 60

Top Topics

Semantic Segmentation

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

IEEE Trans. Intell. Transp. Syst.

Publications

Zhiyun Zhuang, Zhiyang Zhi, Ting Han, Yiping Chen, Jun Chen, Cheng Wang, Ming Cheng, Xinchang Zhang, Nannan Qin, Lingfei Ma
A Survey of Point Cloud Completion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
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 (2024)
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Lixin Cui, Edwin R. Hancock
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System. CoRR (2024)
Ting Yun, Jian Li, Lingfei Ma, Ji Zhou, Ruisheng Wang, Markus P. Eichhorn, Huaiqing Zhang
Status, advancements and prospects of deep learning methods applied in forest studies. Int. J. Appl. Earth Obs. Geoinformation 131 (2024)
Hongjie He, Lingfei Ma, Jonathan Li
HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Gaoxiang Zhou, Jun Chen, Ming Liu, Lingfei Ma
A spatiotemporal attention-augmented ConvLSTM model for ocean remote sensing reflectance prediction. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Xuanchen Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Lingfei Ma, Jonathan Li
Nighttime Light Missing Data Retrieval Using Modis Version 6 Satellite Data and Mask Dilated Partial Convolutional Neural Network. IGARSS (2023)
Dedong Zhang, Lingfei Ma, Zheng Gong, Weikai Tan, John S. Zelek, Jonathan Li
An Overlap-Free Calibration Method for LiDAR-Camera Platforms Based on Environmental Perception. IEEE Trans. Instrum. Meas. 72 (2023)
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 (2023)
Hongzhang Xu, Hongjie He, Ying Zhang, Lingfei Ma, Jonathan Li
A comparative study of loss functions for road segmentation in remotely sensed road datasets. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Huifang Feng, Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li
SCL-GCN: Stratified Contrastive Learning Graph Convolution Network for pavement crack detection from mobile LiDAR point clouds. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Liming Nie, Kabir S. Said, Lingfei Ma, Yaowen Zheng, Yangyang Zhao
A systematic mapping study for graphical user interface testing on mobile apps. IET Softw. 17 (3) (2023)
Nannan Qin, Weikai Tan, Haiyan Guan, Lanying Wang, Lingfei Ma, Pengjie Tao, Sarah Fatholahi, Xiangyun Hu, Jonathan Li
Towards intelligent ground filtering of large-scale topographic point clouds: A comprehensive survey. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Ming Liu, Gaoxiang Zhou, Lingfei Ma, Liangzhi Li, Qiong Mei
SIFNet: A self-attention interaction fusion network for multisource satellite imagery template matching. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Edwin R. Hancock
Graph Representation Learning for Infrared and Visible Image Fusion. CoRR (2023)
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)
Jing Li, Bin Yang, Lu Bai, Hao Dou, Chang Li, Lingfei Ma
TFIV: Multigrained Token Fusion for Infrared and Visible Image via Transformer. IEEE Trans. Instrum. Meas. 72 (2023)
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) (2022)
Lingfei Ma, Jonathan Li, Haiyan Guan, Yongtao Yu, Yiping Chen
STN: Saliency-Guided Transformer Network for Point-Wise Semantic Segmentation of Urban Scenes. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
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 (2022)
Dejun Xiang, Rui Zhou, Lingfei Ma, Qingming Zeng, Ximing Fu, Qiang Wang, Bin Chen, Yan Jia
Decoupling Consensus and Storage in Consortium Blockchains by Erasure Codes. ICDIS (2022)
Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins, Maximilian Jaderson de Melo, Diogo Nunes Gonçalves, Daniel Matte Freitas, Ana Paula Marques Ramos, Michelle Taís Garcia Furuya, Lucas Prado Osco, Jonathan de Andrade Silva, Zhipeng Luo, Raymundo Cordero Garcia, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Zilong Zhong, Ying Li, Lingfei Ma, Jonathan Li, Wei-Shi Zheng
Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongjie He, Hongzhang Xu, Ying Zhang, Kyle Gao, Huxiong Li, Lingfei Ma, Jonathan Li
Mask R-CNN based automated identification and extraction of oil well sites. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Lingfei Ma, Jonathan Li
SD-GCN: Saliency-based dilated graph convolution network for pavement crack extraction from 3D point clouds. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
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 (2022)
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) (2022)
Hongjie He, Kyle Gao, Weikai Tan, Lanying Wang, Nan Chen, Lingfei Ma, Jonathan Li
Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
Kun Zhao, Lingfei Ma, Yu Meng, Li Liu, Junbo Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li
3D Vehicle Detection Using Multi-Level Fusion From Point Clouds and Images. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Kyle Gao, Hongjie He, Dening Lu, Linlin Xu, Lingfei Ma, Jonathan Li
Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset. IEEE Access 10 (2022)
Yongtao Yu, Long Huang, Weibin Lu, Haiyan Guan, Lingfei Ma, Shenghua Jin, Changhui Yu, Yongjun Zhang, Peng Tang, Zuojun Liu, Wenhao Wang, Jonathan Li
WaterHRNet: A multibranch hierarchical attentive network for water body extraction with remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 115 (2022)
Lingfei Ma, Liming Nie, Chenxi Mao, Yaowen Zheng, Yang Liu
An Empirical Study of the Impact of COVID-19 on OSS Development. QRS Companion (2022)
Jiaming Na, Jie Zhu, Jiazhu Zheng, Shaoning Di, Hu Ding, Lingfei Ma
Cellular Automata Based Land-Use Change Simulation Considering Spatio-Temporal Influence Heterogeneity of Light Rail Transit Construction: A Case in Nanjing, China. ISPRS Int. J. Geo Inf. 10 (5) (2021)
Danielle Elis Garcia Furuya, Lingfei Ma, Mayara Maezano Faita Pinheiro, Felipe David Georges Gomes, Wesley Nunes Gonçalvez, José Marcato Junior, Diego de Castro Rodrigues, Maria Carolina Blassioli-Moraes, Mirian Fernandes Furtado Michereff, Miguel Borges, Raúl Alberto Alaumann, Ednaldo José Ferreira, Lucas Prado Osco, Ana Paula Marques Ramos, Jonathan Li, Lúcio André de Castro Jorge
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data. Int. J. Appl. Earth Obs. Geoinformation 105 (2021)
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) (2021)
Nannan Qin, Weikai Tan, Lingfei Ma, Dedong Zhang, Jonathan Li
OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World. CVPR Workshops (2021)
Qiutong Yu, Shusen Wang, Hongjie He, Ke Yang, Lingfei Ma, Jonathan Li
Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Nannan Qin, Weikai Tan, Lingfei Ma, Dedong Zhang, Jonathan Li
OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World. CoRR (2021)
Weikai Tan, Dedong Zhang, Lingfei Ma, Lanying Wang, Nannan Qin, Yiping Chen, Jonathan Li
Semantic Segmentation of UAV Lidar Point Clouds of a Stack Interchange with Deep Neural Networks. IGARSS (2021)
José Augusto Correa Martins, Geazy Menezes, Wesley Nunes Gonçalves, Diego André Sant'Ana, Lucas Prado Osco, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, Paulo Tarso Sanches de Oliveira, Gilberto Astolfi, Hemerson Pistori, José Marcato Junior
Machine learning and SLIC for Tree Canopies segmentation in urban areas. Ecol. Informatics 66 (2021)
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) (2021)
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) (2021)
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) (2020)
Weikai Tan, Abhijit Sinha, Yifeng Li, Lingfei Ma, Jonathan Li
Early-Season Crop Classification with Radarsat-2 Polarimetric Synthetic Aperture Radar Imagery. IGARSS (2020)
Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves, Alexandre Dias, Juliana Batistoti, Maurício de Souza, Felipe David Georges Gomes, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, José Marcato Junior, Wesley Nunes Gonçalves
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery. CoRR (2020)
Ying Li, Lingfei Ma, Zilong Zhong, Dongpu Cao, Jonathan Li
TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
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 (2020)
Weikai Tan, Nannan Qin, Lingfei Ma, Ying Li, Jing Du, Guorong Cai, Ke Yang, Jonathan Li
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways. CoRR (2020)
Lucas Prado Osco, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Nayara V. Estrabis, Felipe Ianczyk, Fábio Fernando de Araújo, Veraldo Liesenberg, Lúcio André de Castro Jorge, Jonathan Li, Lingfei Ma, Wesley Nunes Gonçalves, José Marcato Junior, José Eduardo Creste
A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements. Remote. Sens. 12 (6) (2020)
Yongtao Yu, Haiyan Guan, Dilong Li, Tiannan Gu, Lanfang Wang, Lingfei Ma, Jonathan Li
A Hybrid Capsule Network for Land Cover Classification Using Multispectral LiDAR Data. IEEE Geosci. Remote. Sens. Lett. 17 (7) (2020)
Weikai Tan, Dedong Zhang, Lingfei Ma, Ying Li, Lanying Wang, Jonathan Li
UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks. CoRR (2020)
Weikai Tan, Nannan Qin, Lingfei Ma, Ying Li, Jing Du, Guorong Cai, Ke Yang, Jonathan Li
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways. CVPR Workshops (2020)
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) (2019)
Yiping Chen, Shiqian Wang, Jonathan Li, Lingfei Ma, Rongren Wu, Zhipeng Luo, Cheng Wang
Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning System. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (9) (2019)
Ying Li, Lingfei Ma, Yuchun Huang, Jonathan Li
Segment-Based Traffic Sign Detection from Mobile Laser Scanning Data. IGARSS (2018)
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) (2018)
Menglan Zhou, Lingfei Ma, Ying Li, Jonathan Li
Extraction of Building Windows from Mobile Laser Scanning Point Clouds. IGARSS (2018)
Zilong Zhong, Jonathan Li, Lingfei Ma, Han Jiang, He Zhao
Deep residual networks for hyperspectral image classification. IGARSS (2017)
He Zhao, Lingfei Ma, Lanying Wang, Jonathan Li
Examining urban expansion using multi-temporal landsat imagery: A case study of montreal census metropolitan area. IGARSS (2016)
Hangjun Wang, Guangqun Zhang, Hengnian Qi, Lingfei Ma
Multi-objective Optimization on Pore Segmentation. ICNC (4) (2009)