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ORCIDJonathan Li 0001
Person information
- affiliation: University of Waterloo, Department of Geography and Environmental Management, Waterloo, Canada
- affiliation: Xiamen University, Fujian Key Laboratory of Sensing and Computing for Smart Cities, Xiamen, China
- affiliation (2001 - 2006): Ryerson University, Department of Civil Engineering, Toronto, Canada
- affiliation (2000 -2001): University of Regina, Faculty of Engineering, Regina, Canada
- affiliation (PhD 2000): University of Cape Town, South Africa
Other persons with the same name
- Jonathan Li 0002 — Stanford University, CA, USA (and 1 more)
- Jonathan Li 0003 (aka: Jonathan S. Li) — University of Texas at Austin, Department of Computer Science, Austin, USA
- Jonathan Li 0004
![[0000-0002-4142-5684]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-4142-5684")
— Macquarie University, Australian School of Advanced Medicine, Sydney, Australia - Jonathan C. Li (aka: Jonathan Li 0005) — Monash University, Department of Electrical and Computer Systems Engineering, Clayton, Australia (and 2 more)
- Jonathan Li 0006 — Queen's University, Ingenuity Labs, Kingston, ON, Canada
- Jonathan Li 0007 — River Hill High School, MD, USA
- Jonathan Li 0008 — MIT, Department of Biological Engineering, Cambridge, MA, USA
- Jonathan Li 0009 — SambaNova Systems
- Jonathan Li 0010 — Rensselaer Polytechnic Institute, Computer Science Department, Troy, NY, USA
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2020 – today
- 2024
[j261]Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi:
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. IEEE Access 12: 118453-118466 (2024)- [j260]Ali Jamali, Swalpa Kumar Roy, Leila Hashemi Beni, Biswajeet Pradhan, Jonathan Li, Pedram Ghamisi:
Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery. Int. J. Appl. Earth Obs. Geoinformation 127: 103662 (2024) - [j259]Ke Chen, Haiyan Guan, Lanying Wang, Yongtao Yu, Yufu Zang, Nannan Qin, Jiacheng Liu, Jonathan Li:
A feature perturbation weakly supervised learning network for airborne multispectral LiDAR pointcloud classification. Int. J. Appl. Earth Obs. Geoinformation 127: 103683 (2024) - [j258]Yidong Chen, Guorong Cai, Qiming Xia, Zhaoliang Liu, Binghui Zeng, Zongliang Zhang, Jonathan Li, Zongyue Wang:
EPDet: Enhancing point clouds features with effective representation for 3D object detection. Int. J. Appl. Earth Obs. Geoinformation 127: 103688 (2024) - [j257]Dening Lu, Jun Zhou, Kyle Yilin Gao, Jing Du, Linlin Xu, Jonathan Li:
Dynamic clustering transformer network for point cloud segmentation. Int. J. Appl. Earth Obs. Geoinformation 128: 103791 (2024) - [j256]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) - [j255]Nannan Yang, Liangzhi Li, Ling Han, Kyle Gao, Songjie Qu, Jonathan Li:
Retrieving heavy metal concentrations in urban soil using satellite hyperspectral imagery. Int. J. Appl. Earth Obs. Geoinformation 132: 104079 (2024) - [j254]Saied Pirasteh, Masood Varshosaz, Samira Badrloo, Jonathan Li:
Developing an expansion-based obstacle detection using panoptic segmentation. J. Field Robotics 41(5): 1245-1264 (2024) - [j253]Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi:
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j252]Muhammad Kamran Afzal, Weiquan Liu, Yu Zang, Shuting Chen, Hafiz Muhammad Rehan Afzal, Jibril Muhammad Adam, Bai Yang, Jonathan Li, Cheng Wang:
GeoSparseNet: A Multi-Source Geometry-Aware CNN for Urban Scene Analysis. Remote. Sens. 16(11): 1827 (2024) - [j251]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) - [j250]GuanJie Huang, KaiQun He, Xiaoyue Lyu, Yu Zang, Hang Shu, Lei Zhao, Jonathan Li, Cheng Wang:
High-Precision Intracity Temperature Estimation Based on Generated Point Clouds. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j249]Ehsan Khankeshizadeh, Ali Mohammadzadeh, Hossein Arefi, Amin Mohsenifar, Saied Pirasteh, En Fan, Huxiong Li, Jonathan Li:
A Novel Weighted Ensemble Transferred U-Net Based Model (WETUM) for Postearthquake Building Damage Assessment From UAV Data: A Comparison of Deep Learning- and Machine Learning-Based Approaches. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j248]Dening Lu, Kyle Gao, Qian Xie, Linlin Xu, Jonathan Li:
3DGTN: 3-D Dual-Attention GLocal Transformer Network for Point Cloud Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j247]Zeyong Wei, Baian Chen, Weiming Wang, Honghua Chen, Mingqiang Wei, Jonathan Li:
Point Transformer-Based Salient Object Detection Network for 3-D Measurement Point Clouds. IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j246]Wei Yuan, Yang Cai, Jonathan Li:
Hybrid Network-Based Automatic Seamline Detection for Orthophoto Mosaicking. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j245]Yihua Fan, Yongzhen Wang, Dong Liang, Yiping Chen, Haoran Xie, Fu Lee Wang, Jonathan Li, Mingqiang Wei:
Low-FaceNet: Face Recognition-Driven Low-Light Image Enhancement. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [i39]Zhengsen Xu, Jonathan Li, Linlin Xu:
Wildfire Risk Prediction: A Review. CoRR abs/2405.01607 (2024) - [i38]Kyle Gao, Dening Lu, Hongjie He, Linlin Xu, Jonathan Li:
Enhanced 3D Urban Scene Reconstruction and Point Cloud Densification using Gaussian Splatting and Google Earth Imagery. CoRR abs/2405.11021 (2024) - [i37]Dening Lu, Jun Zhou, Kyle Gao, Linlin Xu, Jonathan Li:
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation. CoRR abs/2405.15826 (2024) - [i36]Dening Lu, Jun Zhou, Kyle Gao, Linlin Xu, Jonathan Li:
Efficient Point Transformer with Dynamic Token Aggregating for Point Cloud Processing. CoRR abs/2405.15827 (2024) - [i35]Xun Huang, Ziyu Xu, Hai Wu, Jinlong Wang, Qiming Xia, Yan Xia, Jonathan Li, Kyle Gao, Chenglu Wen, Cheng Wang:
L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection. CoRR abs/2408.03677 (2024) - 2023
- [j244]Diogo Nunes Gonçalves, José Marcato Junior, André Caceres Carrilho, Plabiany Rodrigo Acosta, Ana Paula Marques Ramos, Felipe David Georges Gomes, Lucas Prado Osco, Maxwell da Rosa Oliveira, José Augusto Correa Martins, Geraldo Alves Damasceno Júnior, Márcio Santos Araújo, Jonathan Li, Fábio Roque, Leonardo de Faria Peres, Wesley Nunes Gonçalves, Renata Libonati:
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery. Int. J. Appl. Earth Obs. Geoinformation 116: 103151 (2023) - [j243]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) - [j242]Weiquan Liu, Yu Zang, Zhangyue Xiong, Xuesheng Bian, Chenglu Wen, Xiaolei Lu, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion. Int. J. Appl. Earth Obs. Geoinformation 116: 103171 (2023) - [j241]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) - [j240]Senyuan Wang, Xinyi Liu, Yongjun Zhang, Jonathan Li, Siyuan Zou, Jipeng Wu, Chuang Tao, Quan Liu, Guorong Cai:
Semantic-guided 3D building reconstruction from triangle meshes. Int. J. Appl. Earth Obs. Geoinformation 119: 103324 (2023) - [j239]Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi:
TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping. Int. J. Appl. Earth Obs. Geoinformation 120: 103332 (2023) - [j238]Jibril Muhammad Adam, Weiquan Liu, Yu Zang, Muhammad Kamran Afzal, Saifullahi Aminu Bello, Abdullahi Uwaisu Muhammad, Cheng Wang, Jonathan Li:
Deep learning-based semantic segmentation of urban-scale 3D meshes in remote sensing: A survey. Int. J. Appl. Earth Obs. Geoinformation 121: 103365 (2023) - [j237]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) - [j236]Xiaoxue Liu, Yiping Chen, Cheng Wang, Kun Tan, Jonathan Li:
A lightweight building instance extraction method based on adaptive optimization of mask contour. Int. J. Appl. Earth Obs. Geoinformation 122: 103420 (2023) - [j235]Siyuan Chen, Lichun Sui, Liangyun Liu, Xinjie Liu, Jonathan Li, Lingxiao Huang, Xing Li, Xiaojin Qian:
NIRvP as a remote sensing proxy for measuring gross primary production across different biomes and climate zones: Performance and limitations. Int. J. Appl. Earth Obs. Geoinformation 122: 103437 (2023) - [j234]Heidar Rastiveis, Seyd Teymoor Seydi, Zhiqiang Chen, Jonathan Li:
Seismic urban damage map generation based on satellite images and Gabor convolutional neural networks. Int. J. Appl. Earth Obs. Geoinformation 122: 103450 (2023) - [j233]Xue Ji, Zhen Dong, Lin Zhang, Mingchang Wang, Yi Ma, Jingyu Zhang, Xueping Lin, Jonathan Li:
Waveform classification and index sharing based-effective intensity data extraction of airborne laser bathymetry. Int. J. Appl. Earth Obs. Geoinformation 124: 103503 (2023) - [j232]Ziyi Chen, Yuhua Luo, Jing Wang, Jonathan Li, Cheng Wang, Dilong Li:
DPENet: Dual-path extraction network based on CNN and transformer for accurate building and road extraction. Int. J. Appl. Earth Obs. Geoinformation 124: 103510 (2023) - [j231]Ziyi Chen, Liai Deng, Jing Gou, Cheng Wang, Jonathan Li, Dilong Li:
Building and road detection from remote sensing images based on weights adaptive multi-teacher collaborative distillation using a fused knowledge. Int. J. Appl. Earth Obs. Geoinformation 124: 103522 (2023) - [j230]Lucas Prado Osco, Qiusheng Wu, Eduardo Lopes de Lemos, Wesley Nunes Gonçalves, Ana Paula Marques Ramos, Jonathan Li, José Marcato Junior:
The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot. Int. J. Appl. Earth Obs. Geoinformation 124: 103540 (2023) - [j229]Ruilong Wei, Chengming Ye, Yonggang Ge, Yao Li, Jonathan Li:
Dynamic graph attention networks for point cloud landslide segmentation. Int. J. Appl. Earth Obs. Geoinformation 124: 103542 (2023) - [j228]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) - [j227]Liangzhi Li, Ling Han, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li:
Coarse-to-fine matching via cross fusion of satellite images. Int. J. Appl. Earth Obs. Geoinformation 125: 103574 (2023) - [j226]Junbo Wang, Lanying Wang, Shufang Feng, Benrong Peng, Lingfeng Huang, Sarah Narges Fatholahi, Lisa Tang, Jonathan Li:
An Overview of Shoreline Mapping by Using Airborne LiDAR. Remote. Sens. 15(1): 253 (2023) - [j225]Ziyi Chen, Yuhua Luo, Yiping Chen, Jing Wang, Dilong Li, Kyle Gao, Cheng Wang, Jonathan Li:
BrGAN: Blur Resist Generative Adversarial Network With Multiple Joint Dilated Residual Convolutions for Chlorophyll Color Image Restoration. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j224]Liangzhi Li, Ling Han, Ming Liu, Kyle Gao, Hongjie He, Lanying Wang, Jonathan Li:
SAR-Optical Image Matching With Semantic Position Probability Distribution. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j223]Wentao Sun, Zhipeng Luo, Yiping Chen, Huxiong Li, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
A Click-Based Interactive Segmentation Network for Point Clouds. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j222]Yu Zang, Binjie Chen, Yunzhou Xia, Hanyun Guo, Yunuo Yang, Weiquan Liu, Cheng Wang, Jonathan Li:
LCE-NET: Contour Extraction for Large-Scale 3-D Point Clouds. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j221]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) - [j220]Qiqi Ding, Peng Li, Xuefeng Yan, Ding Shi, Luming Liang, Weiming Wang, Haoran Xie, Jonathan Li, Mingqiang Wei:
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather With a High-Quality Real Snow Dataset. IEEE Trans. Intell. Transp. Syst. 24(10): 10749-10759 (2023) - [c116]Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves:
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops 2023: 6290-6298 - [c115]Lanying Wang, Dening Lu, Weikai Tan, Yiping Chen, Jonathan Li:
Tree Species Classfifcation Using Deep Learning Based 3d Point Cloud Transformer on Airborne Lidar Data. IGARSS 2023: 974-977 - [c114]Deliang Chen, Taotao Cheng, Yanyan Lu, Kyle Gao, Sarah Narges Fatholahi, Jonathan Li:
Research on Fast Detection Method of Wind Turbine in Remote Sensing Image Land Area Based on Yolo. IGARSS 2023: 2823-2826 - [c113]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 - [c112]Deliang Chen, Jianbo Xiao, Kyle Gao, Yanyan Lu, Sarah Narges Fatholahi, Jonathan Li:
Natural Language Aided Remote Sensing Image Few-Shot Classification. IGARSS 2023: 6298-6301 - [c111]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 - [c110]Yang Zhao, Shanxin Zhang, Jiande Sun, Jian Chen, Cheng Wang, Jonathan Li:
Automatic Image-to-Color Point Cloud Cross-modal Registration Based on Graph Neural Networks and Iterative Reprojection. ISCAS 2023: 1-5 - [c109]Yikai Yao, Sarah Narges Fatholahi, Yiping Chen, Jonathan Li:
Indoor LiDAR Point Clouds Upsampling for Object Detection Enhancement. JURSE 2023: 1-4 - [i34]Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves:
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR abs/2305.02813 (2023) - [i33]Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi:
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. CoRR abs/2306.04947 (2023) - [i32]Dening Lu, Jun Zhou, Kyle Yilin Gao, Dilong Li, Jing Du, Linlin Xu, Jonathan Li:
Dynamic Clustering Transformer Network for Point Cloud Segmentation. CoRR abs/2306.08073 (2023) - [i31]Lucas Prado Osco, Qiusheng Wu, Eduardo Lopes de Lemos, Wesley Nunes Gonçalves, Ana Paula Marques Ramos, Jonathan Li, José Marcato Junior:
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One Shot. CoRR abs/2306.16623 (2023) - [i30]Binjie Chen, Yunzhou Xia, Yu Zang, Cheng Wang, Jonathan Li:
Decoupled Local Aggregation for Point Cloud Learning. CoRR abs/2308.16532 (2023) - 2022
- [j219]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) - [j218]Linwei Chen, Bowen Fang, Lei Zhao, Yu Zang, Weiquan Liu, Yiping Chen, Cheng Wang, Jonathan Li:
DeepUrbanDownscale: A physics informed deep learning framework for high-resolution urban surface temperature estimation via 3D point clouds. Int. J. Appl. Earth Obs. Geoinformation 106: 102650 (2022) - [j217]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) - [j216]Ruilong Wei, Chengming Ye, Tianbo Sui, Yonggang Ge, Yao Li, Jonathan Li:
Combining spatial response features and machine learning classifiers for landslide susceptibility mapping. Int. J. Appl. Earth Obs. Geoinformation 107: 102681 (2022) - [j215]Lina Fang, Hao Chen, Huan Luo, Yingya Guo, Jonathan Li:
An intensity-enhanced method for handling mobile laser scanning point clouds. Int. J. Appl. Earth Obs. Geoinformation 107: 102684 (2022) - [j214]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) - [j213]Dilong Li, Xin Shen, Haiyan Guan, Yongtao Yu, Hanyun Wang, Guo Zhang, Jonathan Li, Deren Li:
AGFP-Net: Attentive geometric feature pyramid network for land cover classification using airborne multispectral LiDAR data. Int. J. Appl. Earth Obs. Geoinformation 108: 102723 (2022) - [j212]Lina Fang, Tongtong Sun, Shuang Wang, Hongchao Fan, Jonathan Li:
A graph attention network for road marking classification from mobile LiDAR point clouds. Int. J. Appl. Earth Obs. Geoinformation 108: 102735 (2022) - [j211]Samira Badrloo, Masood Varshosaz, Saied Pirasteh, Jonathan Li:
A novel region-based expansion rate obstacle detection method for MAVs using a fisheye camera. Int. J. Appl. Earth Obs. Geoinformation 108: 102739 (2022) - [j210]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) - [j209]Yiping Chen, Zhipeng Luo, Wen Li, Haojia Lin, Abdul Nurunnabi, Yaojin Lin, Cheng Wang, Xiao-Ping Zhang, Jonathan Li:
WGNet: Wider graph convolution networks for 3D point cloud classification with local dilated connecting and context-aware. Int. J. Appl. Earth Obs. Geoinformation 110: 102786 (2022) - [j208]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) - [j207]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) - [j206]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) - [j205]Yongtao Yu, Tao Jiang, Junyong Gao, Haiyan Guan, Dilong Li, Shangbing Gao, E. Tang, Wenhao Wang, Peng Tang, Jonathan Li:
CapViT: Cross-context capsule vision transformers for land cover classification with airborne multispectral LiDAR data. Int. J. Appl. Earth Obs. Geoinformation 111: 102837 (2022) - [j204]Ziyi Chen, Liai Deng, Yuhua Luo, Dilong Li, José Marcato Junior, Wesley Nunes Gonçalves, Abdul Awal Md Nurunnabi, Jonathan Li, Cheng Wang, Deren Li:
Road extraction in remote sensing data: A survey. Int. J. Appl. Earth Obs. Geoinformation 112: 102833 (2022) - [j203]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) - [j202]Yi Lin, Tinghui Zhang, Xuanqi Liu, Jie Yu, Jonathan Li, Kyle Gao:
Dynamic monitoring and modeling of the growth-poverty-inequality trilemma in the Nile River Basin with consistent night-time data (2000-2020). Int. J. Appl. Earth Obs. Geoinformation 112: 102903 (2022) - [j201]Zhipeng Luo, Pengxin Chen, Wenzhong Shi, Jonathan Li:
IDA-Net: Intensity-distribution aware networks for semantic segmentation of 3D MLS point clouds in indoor corridor environments. Int. J. Appl. Earth Obs. Geoinformation 112: 102904 (2022) - [j200]Wei Liu, Jiawei Liu, Zhipeng Luo, Hongbin Zhang, Kyle Gao, Jonathan Li:
Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels. Int. J. Appl. Earth Obs. Geoinformation 112: 102931 (2022) - [j199]Wei Li, Sijing Xie, Weidong Min, Yifei Jiang, Cheng Wang, Jonathan Li:
Spherical coordinate transformation-embedded deep network for primitive instance segmentation of point clouds. Int. J. Appl. Earth Obs. Geoinformation 113: 102983 (2022) - [j198]Huifang Feng, Yiping Chen, Zhipeng Luo, Wentao Sun, Wen Li, Jonathan Li:
Automated extraction of building instances from dual-channel airborne LiDAR point clouds. Int. J. Appl. Earth Obs. Geoinformation 114: 103042 (2022) - [j197]Mário de Araújo Carvalho, José Marcato Junior, José Augusto Correa Martins, Pedro Zamboni, Celso Soares Costa, Henrique Lopes Siqueira, Márcio Santos Araújo, Diogo Nunes Gonçalves, Danielle Elis Garcia Furuya, Lucas Prado Osco, Ana Paula Marques Ramos, Jonathan Li, Amaury Antônio de Castro Junior, Wesley Nunes Gonçalves:
A deep learning-based mobile application for tree species mapping in RGB images. Int. J. Appl. Earth Obs. Geoinformation 114: 103045 (2022) - [j196]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) - [j195]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) - [j194]Baiqi Lai, Weiquan Liu, Cheng Wang, Xiaoliang Fan, Yangbin Lin, Xuesheng Bian, Shangbin Wu, Ming Cheng, Jonathan Li:
2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds. Appl. Intell. 52(12): 14178-14193 (2022) - [j193]Yongtao Yu, Yifei Tao, Haiyan Guan, Shaozhang Xiao, Fenfen Li, Changhui Yu, Zuojun Liu, Jonathan Li:
A multi-branch hierarchical attention network for medical target segmentation. Biomed. Signal Process. Control. 78: 104021 (2022) - [j192]Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta, Diogo Nunes Gonçalves, José Marcato Junior, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves:
Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. 195: 116555 (2022) - [j191]Muhammad Kamran Afzal, Jibril Muhammad Adam, Hafiz Muhammad Rehan Afzal, Yu Zang, Saifullahi Aminu Bello, Cheng Wang, Jonathan Li:
Discriminative feature abstraction by deep L2 hypersphere embedding for 3D mesh CNNs. Inf. Sci. 607: 1158-1173 (2022) - [j190]Jibril Muhammad Adam, Muhammad Kamran Afzal, Yu Zang, Saifullahi Aminu Bello, Cheng Wang, Jonathan Li:
Mesh Oversegmentation with Segmentation-Aware Loss. Inf. Sci. 614: 464-479 (2022) - [j189]Haojia Lin, Zhipeng Luo, Wen Li, Yiping Chen, Cheng Wang, Jonathan Li:
Adaptive Pyramid Context Fusion for Point Cloud Perception. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j188]Xiaoxue Liu, Yiping Chen, Mingqiang Wei, Cheng Wang, Wesley Nunes Gonçalves, José Marcato Junior, Jonathan Li:
Building Instance Extraction Method Based on Improved Hybrid Task Cascade. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j187]Huan Luo, Lingkai Li, Lina Fang, Hanyun Wang, Cheng Wang, Wenzhong Guo, Jonathan Li:
Domain Adaptation for Object Classification in Point Clouds via Asymmetrical Siamese and Conditional Adversarial Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j186]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) - [j185]Sajjad Roshandel, Weiquan Liu, Cheng Wang, Jonathan Li:
Semantic Segmentation of Coastal Zone on Airborne Lidar Bathymetry Point Clouds. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j184]Zhengchuan Sha, Yiping Chen, Yangbin Lin, Cheng Wang, José Marcato Junior, Jonathan Li:
A Supervoxel Approach to Road Boundary Enhancement From 3-D LiDAR Point Clouds. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j183]Yongtao Yu, Chao Liu, Haiyan Guan, Lanfang Wang, Shangbing Gao, Haiyan Zhang, Yahong Zhang, Jonathan Li:
Land Cover Classification of Multispectral LiDAR Data With an Efficient Self-Attention Capsule Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j182]Samira Badrloo, Masood Varshosaz, Saied Pirasteh, Jonathan Li:
Image-Based Obstacle Detection Methods for the Safe Navigation of Unmanned Vehicles: A Review. Remote. Sens. 14(15): 3824 (2022) - [j181]Ming Cheng, Guoyan Li, Yiping Chen, Jun Chen, Cheng Wang, Jonathan Li:
Dense Point Cloud Completion Based on Generative Adversarial Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j180]Wen Li, Zhipeng Luo, Zhenlong Xiao, Yiping Chen, Cheng Wang, Jonathan Li:
A GCN-Based Method for Extracting Power Lines and Pylons From Airborne LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j179]