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2020 – today
- 2024
[j46]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: 103815 (2024)- [j45]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: 103938 (2024) - [j44]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) - [j43]Siyu Liu, Zhiyuan Ming, Mengzhen Liu, Deyu Zhang, Ziyu Liu, Qiming Chen, Lingfei Ma, Jiawei Luo, Dingjie Suo, Jian Zhang, Tianyi Yan:
Remote-Oriented Brain-Controlled Unmanned Aerial Vehicle for IoT. IEEE Internet Things J. 11(17): 29202-29214 (2024) - [j42]Siyuan Zhou, Zongping Chen, Gang Liu, Lingfei Ma, Ya Liu:
High autistic traits linked with reduced performance on affective task switching: An ERP study. NeuroImage 300: 120855 (2024) - [j41]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: 5691-5711 (2024) - [j40]Hongjie He, Lingfei Ma, Jonathan Li:
HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j39]Jing Du, Lingfei Ma, Jing Li, Nannan Qin, John S. Zelek, Haiyan Guan, Jonathan Li:
RdmkNet & Toronto-RDMK: Large-Scale Datasets for Road Marking Classification and Segmentation. IEEE Trans. Intell. Transp. Syst. 25(10): 13467-13482 (2024) - [j38]Huifang Feng, Wen Li, Lingfei Ma, Yiping Chen, Haiyan Guan, Yongtao Yu, José Marcato Junior, Jonathan Li:
Crack-U2Net: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds. IEEE Trans. Intell. Transp. Syst. 25(11): 17952-17964 (2024) - [c15]Jiacheng Liu, Haiyan Guan, Lingfei Ma, Nannan Qin, Yufu Zang:
Weakly Supervised Point Cloud Segmentation by Combining Active Learning Annotation and Multi-Consistency Mechanism. IGARSS 2024: 8560-8563 - [c14]Huchen Li, Lingfei Ma, Haiyan Guan, Nannan Qin, Yufu Zang, Lanying Wang:
Multi-Granularity Feature Fusion For Point Cloud Semantic Segmentation Under Urban Scenes. IGARSS 2024: 8612-8615 - [i7]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 abs/2403.16227 (2024) - 2023
- [j37]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: 103159 (2023) - [j36]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: 103247 (2023) - [j35]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: 103248 (2023) - [j34]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) - [j33]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: 103566 (2023) - [j32]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): 249-267 (2023) - [j31]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: 1-14 (2023) - [j30]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: 1-7 (2023) - [c13]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: 2989-2992 - [c12]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: 6338-6341 - [i6]Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Edwin R. Hancock:
Graph Representation Learning for Infrared and Visible Image Fusion. CoRR abs/2311.00291 (2023) - 2022
- [j29]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: 134427-134439 (2022) - [j28]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: 102690 (2022) - [j27]Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Antonio 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: 102759 (2022) - [j26]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) - [j25]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: 102826 (2022) - [j24]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: 102836 (2022) - [j23]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: 102875 (2022) - [j22]Liangzhi Li, Ming Liu, Lingfei Ma, Ling Han:
Cross-Modal feature description for remote sensing image matching. Int. J. Appl. Earth Obs. Geoinformation 112: 102964 (2022) - [j21]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: 103103 (2022) - [j20]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) - [j19]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: 1-5 (2022) - [j18]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: 1-15 (2022) - [j17]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): 1505-1518 (2022) - [j16]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): 5638-5654 (2022) - [j15]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): 15146-15154 (2022) - [c11]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: 194-199 - [c10]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: 708-717 - 2021
- [j14]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: 102404 (2021) - [j13]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: 102608 (2021) - [j12]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: 101465 (2021) - [j11]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): 308 (2021) - [j10]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): 821-836 (2021) - [j9]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): 1981-1995 (2021) - [j8]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): 3412-3432 (2021) - [c9]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: 1082-1091 - [c8]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: 582-585 - [i5]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 abs/2101.09641 (2021) - 2020
- [j7]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): 1263-1267 (2020) - [j6]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): 906 (2020) - [j5]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): 3588-3600 (2020) - [j4]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): 1877-1890 (2020) - [c7]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: 797-806 - [c6]Weikai Tan, Abhijit Sinha, Yifeng Li, Lingfei Ma, Jonathan Li:
Early-Season Crop Classification with Radarsat-2 Polarimetric Synthetic Aperture Radar Imagery. IGARSS 2020: 4167-4170 - [i4]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 abs/2003.08284 (2020) - [i3]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 abs/2005.09830 (2020) - [i2]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 abs/2010.11106 (2020) - [i1]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 abs/2012.15827 (2020)
2010 – 2019
- 2019
- [j3]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): 1572-1586 (2019) - [j2]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): 3690-3700 (2019) - 2018
- [j1]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): 1531 (2018) - [c5]Menglan Zhou, Lingfei Ma, Ying Li, Jonathan Li:
Extraction of Building Windows from Mobile Laser Scanning Point Clouds. IGARSS 2018: 4304-4307 - [c4]Ying Li, Lingfei Ma, Yuchun Huang, Jonathan Li:
Segment-Based Traffic Sign Detection from Mobile Laser Scanning Data. IGARSS 2018: 4607-4610 - 2017
- [c3]Zilong Zhong, Jonathan Li, Lingfei Ma, Han Jiang, He Zhao:
Deep residual networks for hyperspectral image classification. IGARSS 2017: 1824-1827 - 2016
- [c2]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: 2869-2872
2000 – 2009
- 2009
- [c1]Hangjun Wang, Guangqun Zhang, Hengnian Qi, Lingfei Ma:
Multi-objective Optimization on Pore Segmentation. ICNC (4) 2009: 613-617
Coauthor Index
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