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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://dblp.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
[j266]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)- [j265]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) - [j264]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) - [j263]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) - [j262]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) - [j261]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) - [j260]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) - [j259]Muhammad Yasir, Shanwei Liu, Saied Pirasteh, Mingming Xu, Hui Sheng, Jianhua Wan, Felipe A. P. de Figueiredo, Fernando J. Aguilar, Jonathan Li:
YOLOShipTracker: Tracking ships in SAR images using lightweight YOLOv8. Int. J. Appl. Earth Obs. Geoinformation 134: 104137 (2024) - [j258]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) - [j257]Ziyi Chen, Yucai Chen, Lujuan Gao, Dilong Li, Linlin Xu, Jonathan Li, Cheng Wang, Yewang Chen:
DBARCT: Road Extraction Based on Double-Branch Architecture and Random Block Coding Transformer. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j256]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) - [j255]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) - [j254]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) - [j253]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) - [j252]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) - [j251]Wei Liu, Ziwen Kang, Jiawei Liu, Yiyuan Lin, Yongtao Yu, Jonathan Li:
A Multitask CNN-Transformer Network for Semantic Change Detection From Bitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j250]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) - [j249]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) - [j248]Wei Yuan, Yang Cai, Jonathan Li:
Hybrid Network-Based Automatic Seamline Detection for Orthophoto Mosaicking. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j247]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) - [j246]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) - [j245]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) - [c118]Weidong Liang, Jingtian Tan, Hongjie He, Hongzhang Xu, Jonathan Li:
Detection of Small Objects from UAV Imagery via an Improved Swin Transformer. IGARSS 2024: 9134-9138 - [c117]Zhengsen Xu, Hiayan Guan, Hongjie He, Jonathan Li:
UnderstAnding Bag of Tricks of Deep Learning-Based Semantic Segmentation in Pavement Crack Detection. IGARSS 2024: 9600-9603 - [i41]Zhengsen Xu, Jonathan Li, Linlin Xu:
Wildfire Risk Prediction: A Review. CoRR abs/2405.01607 (2024) - [i40]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) - [i39]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) - [i38]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) - [i37]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) - [i36]Willow Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Michael A. Chapman, Linlin Xu, Jonathan Li:
Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery. CoRR abs/2410.05717 (2024) - [i35]Kezheng Xiong, Haoen Xiang, Qingshan Xu, Chenglu Wen, Siqi Shen, Jonathan Li, Cheng Wang:
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration. CoRR abs/2411.01870 (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]Zhipeng Luo, Ziyue Zhang, Wen Li, Yiping Chen, Cheng Wang, Abdul Nurunnabi, Jonathan Li:
Detection of Individual Trees in UAV LiDAR Point Clouds Using a Deep Learning Framework Based on Multichannel Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j178]Vahid Mousavi, Masood Varshosaz, Fabio Remondino, Saied Pirasteh, Jonathan Li:
A Two-Step Descriptor-Based Keypoint Filtering Algorithm for Robust Image Matching. IEEE Trans. Geosci. Remote. Sens. 60: 1-21 (2022) - [j177]Yongzhen Wang, Xuefeng Yan, Hexiang Bao, Yiping Chen, Lina Gong, Mingqiang Wei, Jonathan Li:
Detecting Occluded and Dense Trees in Urban Terrestrial Views With a High-Quality Tree Detection Dataset. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j176]Hai Wu, Jinhao Deng, Chenglu Wen, Xin Li, Cheng Wang, Jonathan Li:
CasA: A Cascade Attention Network for 3-D Object Detection From LiDAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j175]Donghang Wu, Weiquan Liu, Bowen Fang, Linwei Chen, Yu Zang, Lei Zhao, Shenlong Wang, Cheng Wang, José Marcato Junior, Jonathan Li:
Intracity Temperature Estimation by Physics Informed Neural Network Using Modeled Forcing Meteorology and Multispectral Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j174]Shaobo Xia, Sheng Xu, Ruisheng Wang, Jonathan Li, Guanghui Wang:
Building Instance Mapping From ALS Point Clouds Aided by Polygonal Maps. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j173]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) - [j172]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) - [j171]Jianlan Gao, Yiping Chen, José Marcato Junior, Cheng Wang, Jonathan Li:
Rapid Extraction of Urban Road Guardrails From Mobile LiDAR Point Clouds. IEEE Trans. Intell. Transp. Syst. 23(2): 1572-1577 (2022) - [j170]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) - [j169]Huifang Feng, Wen Li, Zhipeng Luo, Yiping Chen, Sarah Narges Fatholahi, Ming Cheng, Cheng Wang, José Marcato Junior, Jonathan Li:
GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds. IEEE Trans. Intell. Transp. Syst. 23(8): 11052-11061 (2022) - [j168]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) - [j167]Yongzhen Wang, Xuefeng Yan, Donghai Guan, Mingqiang Wei, Yiping Chen, Xiao-Ping Zhang, Jonathan Li:
Cycle-SNSPGAN: Towards Real-World Image Dehazing via Cycle Spectral Normalized Soft Likelihood Estimation Patch GAN. IEEE Trans. Intell. Transp. Syst. 23(11): 20368-20382 (2022) - [j166]Xiao Chen, Xianfeng Zhang, Jonathan Li, Miao Ren, Bo Zhou:
A New Method for Automated Monitoring of Road Pavement Aging Conditions Based on Recurrent Neural Network. IEEE Trans. Intell. Transp. Syst. 23(12): 24510-24523 (2022) - [j165]Dening Lu, Qian Xie, Kyle Gao, Linlin Xu, Jonathan Li:
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification. IEEE Trans. Intell. Transp. Syst. 23(12): 24854-24865 (2022) - [c108]Xi Lin, Huan Luo, Wenzhong Guo, Cheng Wang, Jonathan Li:
A Multi-task Learning Framework for Semantic Segmentation in MLS Point Clouds. ICAIS (1) 2022: 382-392 - [c107]Lingkai Li, Huan Luo, Wenhui Fan, Cheng Wang, Wenzhong Guo, Jonathan Li:
Object Classification in Point Cloud Via Conditional Adversarial Domain Adaptation for Forest Inventory. IGARSS 2022: 3540-3543 - [c106]Hongjie He, Hongzhang Xu, Ying Zhang, Michael A. Chapman, Yiping Chen, Jonathan Li:
Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images. IGARSS 2022: 4615-4618 - [c105]Zhiyong Wang, Weiquan Liu, Chenglu Wen, Yongfei Shi, Xiaocheng Yan, Jinbin Tan, Cheng Wang, Jonathan Li:
A LiDAR-Based 3D Indoor Mapping Framework with Mismatch Detection and Optimization. IGARSS 2022: 7499-7502 - [c104]Chengzhe Yang, Yiping Chen, Cheng Wang, Jonathan Li:
Foreground-Background Segmentation of Sequential Point Clouds. IGARSS 2022: 7503-7506 - [c103]Lanying Wang, Jianshen Wang, Sarah Narges Fatholahi, Michael A. Chapman, Yiping Chen, Jonathan Li:
Assessing the Impact of Covid-19 on Human Activities in the Greater Toronto Area by Nighttime Light Images and Active Covid-19 Cases. IGARSS 2022: 7847-7850 - [c102]Weiquan Liu, Hanyun Guo, Weini Zhang, Yu Zang, Cheng Wang, Jonathan Li:
TopoSeg: Topology-aware Segmentation for Point Clouds. IJCAI 2022: 1201-1208 - [i29]Yan Liu, Qingyong Hu, Yinjie Lei, Kai Xu, Jonathan Li, Yulan Guo:
Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision. CoRR abs/2201.02963 (2022) - [i28]Dening Lu, Qian Xie, Linlin Xu, Jonathan Li:
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification. CoRR abs/2203.00828 (2022) - [i27]Dening Lu, Qian Xie, Mingqiang Wei, Linlin Xu, Jonathan Li:
Transformers in 3D Point Clouds: A Survey. CoRR abs/2205.07417 (2022) - [i26]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. CoRR abs/2206.01381 (2022) - [i25]Dening Lu, Kyle Gao, Qian Xie, Linlin Xu, Jonathan Li:
3DPCT: 3D Point Cloud Transformer with Dual Self-attention. CoRR abs/2209.11255 (2022) - [i24]Kyle Gao, Yina Gao, Hongjie He, Dening Lu, Linlin Xu, Jonathan Li:
NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review. CoRR abs/2210.00379 (2022) - 2021
- [j164]Ziyi Chen, Cheng Wang, Jonathan Li, Wentao Fan, Jixiang Du, Bineng Zhong:
Adaboost-like End-to-End multiple lightweight U-nets for road extraction from optical remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 100: 102341 (2021) - [j163]Yi Lin, Lang Li, Jie Yu, Yuan Hu, Tinghui Zhang, Zhanglin Ye, Awase Syed, Jonathan Li:
An optimized machine learning approach to water pollution variation monitoring with time-series Landsat images. Int. J. Appl. Earth Obs. Geoinformation 102: 102370 (2021) - [j162]Saied Pirasteh, Eric K. Zenner, Davood Mafi Gholami, Abolfazl Jaafari, Akram Nouri Kamari, Guoxiang Liu, Qing Zhu, Jonathan Li:
Modeling mangrove responses to multi-decadal climate change and anthropogenic impacts using a long-term time series of satellite imagery. Int. J. Appl. Earth Obs. Geoinformation 102: 102390 (2021) - [j161]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) - [j160]Zongyue Wang, Qiming Xia, Jing Du, Shangfeng Huang, Jinhe Su, José Marcato Junior, Jonathan Li, Guorong Cai:
3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds. Int. J. Appl. Earth Obs. Geoinformation 102: 102406 (2021) - [j159]Yi Lin, Tinghui Zhang, Qin Ye, Jianqing Cai, Chengzhao Wu, Awase Khirni Syed, Jonathan Li:
Long-term remote sensing monitoring on LUCC around Chaohu Lake with new information of algal bloom and flood submerging. Int. J. Appl. Earth Obs. Geoinformation 102: 102413 (2021) - [j158]Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li:
A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation 102: 102456 (2021) - [j157]Xin Yao, Yiping Chen, Donglie Liu, Zhenkai Zhou, Veraldo Liesenberg, José Marcato Junior, Jonathan Li:
Average-DInSAR method for unstable escarpments detection induced by underground coal mining. Int. J. Appl. Earth Obs. Geoinformation 103: 102489 (2021) - [j156]Naftaly Wambugu, Yiping Chen, Zhenlong Xiao, Mingqiang Wei, Saifullahi Aminu Bello, José Marcato Junior, Jonathan Li:
A hybrid deep convolutional neural network for accurate land cover classification. Int. J. Appl. Earth Obs. Geoinformation 103: 102515 (2021) - [j155]Yongtao Yu, Jun Wang, Hao Qiang, Mingxin Jiang, E. Tang, Changhui Yu, Yongjun Zhang, Jonathan Li:
Sparse anchoring guided high-resolution capsule network for geospatial object detection from remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 104: 102548 (2021) - [j154]Huan Luo, Quan Zheng, Lina Fang, Yingya Guo, Wenzhong Guo, Cheng Wang, Jonathan Li:
Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds. Int. J. Appl. Earth Obs. Geoinformation 104: 102564 (2021) - [j153]Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, Kyle Gao, Yandong Li, José Marcato Junior, Jonathan Li:
Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation. Int. J. Appl. Earth Obs. Geoinformation 104: 102570 (2021) - [j152]Naftaly Wambugu, Yiping Chen, Zhenlong Xiao, Kun Tan, Mingqiang Wei, Xiaoxue Liu, Jonathan Li:
Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review. Int. J. Appl. Earth Obs. Geoinformation 105: 102603 (2021) - [j151]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) - [j150]Peiran Zhao, Haiyan Guan, Dilong Li, Yongtao Yu, Hanyun Wang, Kyle Gao, José Marcato Junior, Jonathan Li:
Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network. Int. J. Appl. Earth Obs. Geoinformation 105: 102634 (2021) - [j149]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) - [j148]Weiquan Liu, Cheng Wang, Shuting Chen, Xuesheng Bian, Baiqi Lai, Xuelun Shen, Ming Cheng, Shang-Hong Lai, Dongdong Weng, Jonathan Li:
Y-Net: Learning Domain Robust Feature Representation for ground camera image and large-scale image-based point cloud registration. Inf. Sci. 581: 655-677 (2021) - [j147]Zongyao Sha, Ruren Li, Jonathan Li, Yichun Xie:
Estimating Carbon Sequestration Potential in Vegetation by Distance-Constrained Zonal Analysis. IEEE Geosci. Remote. Sens. Lett. 18(8): 1352-1356 (2021) - [j146]Zhuangwei Jing, Haiyan Guan, Peiran Zhao, Dilong Li, Yongtao Yu, Yufu Zang, Hanyun Wang, Jonathan Li:
Multispectral LiDAR Point Cloud Classification Using SE-PointNet++. Remote. Sens. 13(13): 2516 (2021) - [j145]Ziyi Chen, Dilong Li, Wentao Fan, Haiyan Guan, Cheng Wang, Jonathan Li:
Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images. Remote. Sens. 13(13): 2524 (2021) - [j144]Chengming Ye, Hongfu Li, Chunming Li, Xin Liu, Yao Li, Jonathan Li, Wesley Nunes Gonçalves, José Marcato Junior:
A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery. Remote. Sens. 13(15): 2927 (2021) - [j143]Yao Li, Peng Cui, Chengming Ye, José Marcato Junior, Zhengtao Zhang, Jian Guo, Jonathan Li:
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area. Remote. Sens. 13(17): 3436 (2021) - [j142]Huxiong Li, Weiya Ye, Jun Liu, Weikai Tan, Saied Pirasteh, Sarah Narges Fatholahi, Jonathan Li:
High-Resolution Terrain Modeling Using Airborne LiDAR Data with Transfer Learning. Remote. Sens. 13(17): 3448 (2021) - [j141]Sajjad Roshandel, Weiquan Liu, Cheng Wang, Jonathan Li:
3D Ocean Water Wave Surface Analysis on Airborne LiDAR Bathymetric Point Clouds. Remote. Sens. 13(19): 3918 (2021) - [j140]Weiquan Liu, Baiqi Lai, Cheng Wang, Guorong Cai, Yanfei Su, Xuesheng Bian, Yongchuan Li, Shuting Chen, Jonathan Li:
Ground Camera Image and Large-Scale 3-D Image-Based Point Cloud Registration Based on Learning Domain Invariant Feature Descriptors. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 997-1009 (2021) - [j139]Ziyi Chen, Cheng Wang, Jonathan Li, Nianci Xie, Yan Han, Jixiang Du:
Reconstruction Bias U-Net for Road Extraction From Optical Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2284-2294 (2021) - [j138]Nan Chen, Lichun Sui, Biao Zhang, Hongjie He, José Marcato Junior, Jonathan Li:
Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7489-7505 (2021) - [j137]Yao Li, Chengming Ye, Yonggang Ge, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
Identifying Building Rooftops in Hyperspectral Imagery Using CNN With Pure Pixel Index. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12022-12034 (2021) - [j136]Hongfu Li, Chengming Ye, Zixuan Guo, Ruilong Wei, Lixuan Wang, Jonathan Li:
A Fast Progressive TIN Densification Filtering Algorithm for Airborne LiDAR Data Using Adjacent Surface Information. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 12492-12503 (2021) - [j135]Zheng Gong, Jonathan Li, Zhipeng Luo, Chenglu Wen, Cheng Wang, John S. Zelek:
Mapping and Semantic Modeling of Underground Parking Lots Using a Backpack LiDAR System. IEEE Trans. Intell. Transp. Syst. 22(2): 734-746 (2021) - [j134]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) - [j133]Chenglu Wen, Ayman F. Habib, Jonathan Li, Charles K. Toth, Cheng Wang, Hongchao Fan:
Special Issue on 3D Sensing in Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 22(4): 1947-1949 (2021) - [j132]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) - [j131]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) - [c101]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 - [c100]José Marcato Junior, Pedro Zamboni, Mariana Batista Campos, Ana Paula Marques Ramos, Lucas Prado Osco, Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Jonathan Li:
Integration of Photogrammetry and Deep Learning in Earth Observation Applications. IGARSS 2021: 574-577 - [c99]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 - [c98]Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Kyle Gao, Linlin Xu, Jonathan Li:
The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images. IGARSS 2021: 1343-1346 - [c97]Sarah Narges Fatholahi, Hongjie He, Lanying Wang, Awase Syed, Jonathan Li:
Monitoring Surface Deformation Over Oilfield Using MT-Insar and Production Well Data. IGARSS 2021: 2298-2301 - [c96]Baiqi Lai, Weiquan Liu, Cheng Wang, Shuting Chen, Xuesheng Bian, Xiuhong Lin, Chenglu Wen, Jonathan Li:
Metric Learning for 2D Image Patch and 3D Point Cloud Volume Matching. IGARSS 2021: 3416-3419 - [c95]Zhipeng Luo, Ziyue Zhang, Wen Li, Haojia Lin, Yiping Chen, Cheng Wang, Jonathan Li:
A Local Topological Information Aware Based Deep Learning Method for Ground Filtering from Airborne Lidar Data. IGARSS 2021: 7728-7731 - [c94]Sen Deng, Yidan Feng, Mingqiang Wei, Haoran Xie, Yiping Chen, Jonathan Li, Xiao-Ping Zhang, Jing Qin:
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining. IJCAI 2021: 650-656 - [c93]Weiquan Liu, Baiqi Lai, Cheng Wang, Xuesheng Bian, Chenglu Wen, Ming Cheng, Yu Zang, Yan Xia, Jonathan Li:
Matching 2D Image Patches and 3D Point Cloud Volumes by Learning Local Cross-domain Feature Descriptors. VR Workshops 2021: 516-517 - [i23]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) - [i22]Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li:
A Review on Deep Learning in UAV Remote Sensing. CoRR abs/2101.10861 (2021) - [i21]Diogo Nunes Gonçalves, Mauro dos Santos de Arruda, Hemerson Pistori, Vanessa Jordão Marcato Fernandes, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Lucas Prado Osco, Hongjie He, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves:
A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR abs/2102.03213 (2021) - [i20]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. CoRR abs/2102.04366 (2021) - [i19]Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins, Diogo Nunes Gonçalves, Daniel Matte Freitas, Lucas Prado Osco, Jonathan de Andrade Silva, Zhipeng Luo, Jonathan Li, Raymundo Cordero Garcia, Wesley Nunes Gonçalves:
Semantic Segmentation with Labeling Uncertainty and Class Imbalance. CoRR abs/2102.04566 (2021) - [i18]Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Linlin Xu, Jonathan Li:
A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images. CoRR abs/2103.09300 (2021) - [i17]Sen Deng, Yidan Feng, Mingqiang Wei, Haoran Xie, Yiping Chen, Jonathan Li, Xiao-Ping Zhang, Jing Qin:
Direction-aware Feature-level Frequency Decomposition for Single Image Deraining. CoRR abs/2106.07941 (2021) - 2020
- [j130]Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antonio da Silva Junior, Guilherme Fernando Capristo-Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato Junior, Paulo Eduardo Teodoro, Hemerson Pistori:
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices. Comput. Electron. Agric. 178: 105791 (2020) - [j129]Zhihan Jiang, Yan Liu, Xiaoliang Fan, Cheng Wang, Jonathan Li, Longbiao Chen:
Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data. Frontiers Comput. Sci. 14(5): 145310 (2020) - [j128]Wei Li, Cheng Wang, Chenglu Wen, Zheng Zhang, Congren Lin, Jonathan Li:
Pairwise registration of TLS point clouds by deep multi-scale local features. Neurocomputing 386: 232-243 (2020) - [j127]Chenglu Wen, Yudi Dai, Yan Xia, Yuhan Lian, Jinbin Tan, Cheng Wang, Jonathan Li:
Toward Efficient 3-D Colored Mapping in GPS-/GNSS-Denied Environments. IEEE Geosci. Remote. Sens. Lett. 17(1): 147-151 (2020) - [j126]Yongtao Yu, Haiyan Guan, Dilong Li, Chunhua Jin, Cheng Wang, Jonathan Li:
Road Manhole Cover Delineation Using Mobile Laser Scanning Point Cloud Data. IEEE Geosci. Remote. Sens. Lett. 17(1): 152-156 (2020) - [j125]Yongtao Yu, Haiyan Guan, Dilong Li, Shenghua Jin, Taiyue Chen, Cheng Wang, Jonathan Li:
3-D Feature Matching for Point Cloud Object Extraction. IEEE Geosci. Remote. Sens. Lett. 17(2): 322-326 (2020) - [j124]Haiyan Guan, Yongtao Yu, Daifeng Peng, Yufu Zang, JianYong Lu, Aixia Li, Jonathan Li:
A Convolutional Capsule Network for Traffic-Sign Recognition Using Mobile LiDAR Data With Digital Images. IEEE Geosci. Remote. Sens. Lett. 17(6): 1067-1071 (2020) - [j123]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) - [j122]Weiquan Liu, Cheng Wang, Xuesheng Bian, Shuting Chen, Shangshu Yu, Xiuhong Lin, Shang-Hong Lai, Dongdong Weng, Jonathan Li:
Learning to Match Ground Camera Image and UAV 3-D Model-Rendered Image Based on Siamese Network With Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. 17(9): 1608-1612 (2020) - [j121]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) - [j120]Saifullahi Aminu Bello, Shangshu Yu, Cheng Wang, Jibril Muhmmad Adam, Jonathan Li:
Review: Deep Learning on 3D Point Clouds. Remote. Sens. 12(11): 1729 (2020) - [j119]Dilong Li, Xin Shen, Yongtao Yu, Haiyan Guan, Jonathan Li, Guo Zhang, Deren Li:
Building Extraction from Airborne Multi-Spectral LiDAR Point Clouds Based on Graph Geometric Moments Convolutional Neural Networks. Remote. Sens. 12(19): 3186 (2020) - [j118]Danielle Elis Garcia Furuya, João Alex Floriano Aguiar, Nayara V. Estrabis, Mayara Maezano Faita Pinheiro, Michelle Taís Garcia Furuya, Danillo Roberto Pereira, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, José Marcato Junior, Lucas Prado Osco, Ana Paula Marques Ramos:
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. Remote. Sens. 12(24): 4086 (2020) - [j117]Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Antonio Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves:
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 20(21): 6070 (2020) - [j116]Shaobo Xia, Dong Chen, Ruisheng Wang, Jonathan Li, Xinchang Zhang:
Geometric Primitives in LiDAR Point Clouds: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 685-707 (2020) - [j115]Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. IEEE Trans. Cybern. 50(7): 3318-3329 (2020) - [j114]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) - [j113]Feng Chen, Qiancong Fan, Shenlong Lou, Limin Yang, Chenxing Wang, Martin Claverie, Cheng Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record. IEEE Trans. Geosci. Remote. Sens. 58(12): 8967-8984 (2020) - [j112]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) - [j111]Chuanpan Zheng, Xiaoliang Fan, Chenglu Wen, Longbiao Chen, Cheng Wang, Jonathan Li:
DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 21(9): 3744-3755 (2020) - [j110]Ziyi Chen, Wentao Fan, Bineng Zhong, Jonathan Li, Jixiang Du, Cheng Wang:
Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning. IEEE Trans. Intell. Transp. Syst. 21(10): 4283-4293 (2020) - [j109]Zongliang Zhang, Jonathan Li, Yulan Guo, Chenhui Yang, Cheng Wang:
3D Highway Curve Reconstruction From Mobile Laser Scanning Point Clouds. IEEE Trans. Intell. Transp. Syst. 21(11): 4762-4772 (2020) - [c92]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 - [c91]Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Jonathan Li, Alexander Wong:
Squeeze-and-Attention Networks for Semantic Segmentation. CVPR 2020: 13062-13071 - [c90]Guoyan Li, Yiping Chen, Ming Cheng, Cheng Wang, Jonathan Li:
N-DPC: Dense 3D Point Cloud Completion Based on Improved Multi-Stage Network. ICCPR 2020: 274-279 - [c89]Liyuan Qing, Ke Yang, Weikai Tan, Jonathan Li:
Automated Detection of Manhole Covers in MLS Point Clouds Using a Deep Learning Approach. IGARSS 2020: 1580-1583 - [c88]Di Liu, Zhipeng Luo, Zhenlong Xiao, Jonathan Li:
Extracting Vehicles in Point Clouds of Underground Parking Lots Based on Graph Convolution. IGARSS 2020: 1695-1698 - [c87]Wen Li, Ziyue Zhang, Zhipeng Luo, Zhenlong Xiao, Cheng Wang, Jonathan Li:
Extraction of Power Lines and Pylons from LiDAR Point Clouds Using a GCN-Based Method. IGARSS 2020: 2767-2770 - [c86]Zhengchuan Sha, Qing Zhu, Yiping Chen, Cheng Wang, Abdul Nurunnabi, Jonathan Li:
A Boundary-Enhanced Supervoxel Method for 3D Point Clouds. IGARSS 2020: 2771-2774 - [c85]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 - [c84]Weiquan Liu, Baiqi Lai, Cheng Wang, Xuesheng Bian, Wentao Yang, Yan Xia, Xiuhong Lin, Shang-Hong Lai, Dongdong Weng, Jonathan Li:
Learning to Match 2D Images and 3D LiDAR Point Clouds for Outdoor Augmented Reality. VR Workshops 2020: 655-656 - [i16]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) - [i15]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) - [i14]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) - [i13]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
- [j108]Shaokun Zhang, Zejian Kang, Zhemin Zhang, Congren Lin, Cheng Wang, Jonathan Li:
A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix. IEEE Access 7: 26002-26012 (2019) - [j107]Cheng Wang, Ming Cheng, Ferdous Sohel, Mohammed Bennamoun, Jonathan Li:
NormalNet: A voxel-based CNN for 3D object classification and retrieval. Neurocomputing 323: 139-147 (2019) - [j106]Zhuang Yang, Cheng Wang, Zhemin Zhang, Jonathan Li:
Mini-batch algorithms with online step size. Knowl. Based Syst. 165: 228-240 (2019) - [j105]Zongliang Zhang, Jonathan Li, Yulan Guo, Xin Li, Yangbin Lin, Guobao Xiao, Cheng Wang:
Robust procedural model fitting with a new geometric similarity estimator. Pattern Recognit. 85: 120-131 (2019) - [j104]Yang Zhang, Zhangyue Xiong, Yu Zang, Cheng Wang, Jonathan Li, Xiang Li:
Topology-Aware Road Network Extraction via Multi-Supervised Generative Adversarial Networks. Remote. Sens. 11(9): 1017 (2019) - [j103]Saied Pirasteh, Pejman Rashidi, Heidar Rastiveis, Shengzhi Huang, Qing Zhu, Guoxiang Liu, Yun Li, Jonathan Li, Erfan Seydipour:
Developing an Algorithm for Buildings Extraction and Determining Changes from Airborne LiDAR, and Comparing with R-CNN Method from Drone Images. Remote. Sens. 11(11): 1272 (2019) - [j102]Shanxin Zhang, Cheng Wang, Lili Lin, Chenglu Wen, Chenhui Yang, Zhemin Zhang, Jonathan Li:
Automated Visual Recognizability Evaluation of Traffic Sign Based on 3D LiDAR Point Clouds. Remote. Sens. 11(12): 1453 (2019) - [j101]Feng Chen, Shenlong Lou, Qiancong Fan, Chenxing Wang, Martin Claverie, Cheng Wang, Jonathan Li:
Normalized Difference Vegetation Index Continuity of the Landsat 4-5 MSS and TM: Investigations Based on Simulation. Remote. Sens. 11(14): 1681 (2019) - [j100]Qiancong Fan, Feng Chen, Ming Cheng, Shenlong Lou, Rulin Xiao, Biao Zhang, Cheng Wang, Jonathan Li:
Ship Detection Using a Fully Convolutional Network with Compact Polarimetric SAR Images. Remote. Sens. 11(18): 2171 (2019) - [j99]Weiquan Liu, Cheng Wang, Xuesheng Bian, Shuting Chen, Wei Li, Xiuhong Lin, Yongchuan Li, Dongdong Weng, Shang-Hong Lai, Jonathan Li:
AE-GAN-Net: Learning Invariant Feature Descriptor to Match Ground Camera Images and a Large-Scale 3D Image-Based Point Cloud for Outdoor Augmented Reality. Remote. Sens. 11(19): 2243 (2019) - [j98]Juliana Batistoti, José Marcato Junior, Luís Ítavo, Edson Takashi Matsubara, Eva Gomes, Bianca Oliveira, Maurício de Souza, Henrique Lopes Siqueira, Geison Salgado Filho, Thales Akiyama, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, Alexandre Dias:
Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. Remote. Sens. 11(20): 2447 (2019) - [j97]Yan Xia, Cheng Wang, Yusheng Xu, Yu Zang, Weiquan Liu, Jonathan Li, Uwe Stilla:
RealPoint3D: Generating 3D Point Clouds from a Single Image of Complex Scenarios. Remote. Sens. 11(22): 2644 (2019) - [j96]Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Lorrayne Guimarães Bavaresco, Bruna Coelho de Lima, Nayara V. Estrabis, Danillo Roberto Pereira, José Eduardo Creste, José Marcato Junior, Wesley Nunes Gonçalves, Nilton Nobuhiro Imai, Jonathan Li, Veraldo Liesenberg, Fábio Fernando de Araújo:
Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks. Remote. Sens. 11(23): 2797 (2019) - [j95]Lucas Prado Osco, Ana Paula Marques Ramos, Danillo Roberto Pereira, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Edson Takashi Matsubara, Nayara V. Estrabis, Maurício de Souza, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li, Veraldo Liesenberg, José Eduardo Creste:
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. Remote. Sens. 11(24): 2925 (2019) - [j94]Zhuang Yang, Cheng Wang, Zhemin Zhang, Jonathan Li:
Accelerated stochastic gradient descent with step size selection rules. Signal Process. 159: 171-186 (2019) - [j93]Lichun Sui, Li Li, Jonathan Li, Nan Chen, Yongqing Jiao:
Fusion of Hyperspectral and Multispectral Images Based on a Bayesian Nonparametric Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1205-1218 (2019) - [j92]Suoyan Pan, Haiyan Guan, Yongtao Yu, Jonathan Li, Daifeng Peng:
A Comparative Land-Cover Classification Feature Study of Learning Algorithms: DBM, PCA, and RF Using Multispectral LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(4): 1314-1326 (2019) - [j91]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) - [j90]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) - [j89]Chengming Ye, Yao Li, Peng Cui, Li Liang, Saied Pirasteh, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li:
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5047-5060 (2019) - [j88]Changbin You, Chenglu Wen, Cheng Wang, Jonathan Li, Ayman Habib:
Joint 2-D-3-D Traffic Sign Landmark Data Set for Geo-Localization Using Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 20(7): 2550-2565 (2019) - [c83]Zongliang Zhang, Hongbin Zeng, Jonathan Li, Yiping Chen, Chenhui Yang, Cheng Wang:
Geometric Multi-Model Fitting by Deep Reinforcement Learning. AAAI 2019: 10081-10082 - [c82]Xuelun Shen, Cheng Wang, Xin Li, Zenglei Yu, Jonathan Li, Chenglu Wen, Ming Cheng, Zijian He:
RF-Net: An End-To-End Image Matching Network Based on Receptive Field. CVPR 2019: 8132-8140 - [c81]Qing Li, Shaoyang Chen, Cheng Wang, Xin Li, Chenglu Wen, Ming Cheng, Jonathan Li:
LO-Net: Deep Real-Time Lidar Odometry. CVPR 2019: 8473-8482 - [c80]Lisha Chen, Zejian Kang, Weining Dai, Zhemin Zhang, Cheng Wang, Jonathan Li:
Optimal Bandwidth Allocation for Data Transmission in Virtual Data Centers. HPCC/SmartCity/DSS 2019: 1178-1187 - [c79]Yan Guo, Chenglu Wen, Xiaotian Sun, Cheng Wang, Jonathan Li:
Partial 3D Object Retrieval and Completeness Evaluation for Urban Street Scene. IGARSS 2019: 1252-1255 - [c78]Hongbin Zeng, Yiping Chen, Zongliang Zhang, Cheng Wang, Jonathan Li:
Reconstruction of 3D Zebra Crossings from Mobile Laser Scanning Point Clouds. IGARSS 2019: 1899-1902 - [c77]Ming Liu, Gaoxiang Zhou, Rebecca K. Saari, Jonathan Li:
Long-Term Trend of Ground-Level PM2.5 Concentrations Over 2012-2017 in China. IGARSS 2019: 7842-7845 - [c76]Yuhan Lian, Chenglu Wen, Cheng Wang, Jonathan Li:
Non-Reference Quality Evaluation for Indoor 3d Point Clouds. IGARSS 2019: 8968-8971 - [c75]Dedong Zhang, Zheng Gong, Yiping Chen, John S. Zelek, Jonathan Li:
Slam-Based Multi-Sensor Backpack Lidar Systems in Gnss-Denied Environments. IGARSS 2019: 8984-8987 - [c74]Hong Chen, Yongtan Luo, Liujuan Cao, Baochang Zhang, Guodong Guo, Cheng Wang, Jonathan Li, Rongrong Ji:
Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework. IJCAI 2019: 687-693 - [c73]Ruiying Guo, Zhihan Jiang, Jingchun Huang, Jianrong Tao, Cheng Wang, Jonathan Li, Longbiao Chen:
BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 686-693 - [c72]Yunting Shao, Linghong Hong, Tianqi Xie, Binbin Zhou, Jinzhun Wu, Ming Cheng, Cheng Wang, Jonathan Li, Longbiao Chen:
iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 700-706 - [c71]Weiquan Liu, Cheng Wang, Yu Zang, Shang-Hong Lai, Dongdong Weng, Xuesheng Bian, Xiuhong Lin, Xuelun Shen, Jonathan Li:
Ground Camera Images and UAV 3D Model Registration for Outdoor Augmented Reality. VR 2019: 1050-1051 - [i12]Qing Li, Shaoyang Chen, Cheng Wang, Xin Li, Chenglu Wen, Ming Cheng, Jonathan Li:
LO-Net: Deep Real-time Lidar Odometry. CoRR abs/1904.08242 (2019) - [i11]Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. CoRR abs/1905.04621 (2019) - [i10]Yangbin Lin, Jialian Li, Cheng Wang, Zhonggui Chen, Zongyue Wang, Jonathan Li:
Fast Regularity-Constrained Plane Reconstruction. CoRR abs/1905.07922 (2019) - [i9]Xuelun Shen, Cheng Wang, Xin Li, Zenglei Yu, Jonathan Li, Chenglu Wen, Ming Cheng, Zijian He:
RF-Net: An End-to-End Image Matching Network based on Receptive Field. CoRR abs/1906.00604 (2019) - [i8]Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Jonathan Li, Alexander Wong:
Squeeze-and-Attention Networks for Semantic Segmentation. CoRR abs/1909.03402 (2019) - [i7]Mengge Chen, Jonathan Li:
Deep convolutional neural network application on rooftop detection for aerial image. CoRR abs/1910.13509 (2019) - 2018
- [j87]Zhuang Yang, Cheng Wang, Zhemin Zhang, Jonathan Li:
Random Barzilai-Borwein step size for mini-batch algorithms. Eng. Appl. Artif. Intell. 72: 124-135 (2018) - [j86]Chengming Ye, Yifei Chen, Jonathan Li:
Investigating the Influences of Tree Coverage and Road Density on Property Crime. ISPRS Int. J. Geo Inf. 7(3): 101 (2018) - [j85]Zhuang Yang, Cheng Wang, Yu Zang, Jonathan Li:
Mini-batch algorithms with Barzilai-Borwein update step. Neurocomputing 314: 177-185 (2018) - [j84]Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang, Jonathan Li, Thi Mai Trang Nguyen:
Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization. J. Netw. Comput. Appl. 121: 59-69 (2018) - [j83]Chenglu Wen, Xiaotian Sun, Shiwei Hou, Jinbin Tan, Yudi Dai, Cheng Wang, Jonathan Li:
Line Structure-Based Indoor and Outdoor Integration Using Backpacked and TLS Point Cloud Data. IEEE Geosci. Remote. Sens. Lett. 15(11): 1790-1794 (2018) - [j82]Renxi Chen, Xinhui Li, Jonathan Li:
Object-Based Features for House Detection from RGB High-Resolution Images. Remote. Sens. 10(3): 451 (2018) - [j81]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) - [j80]Weikai Tan, Jonathan Li, Linlin Xu, Michael A. Chapman:
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1419-1432 (2018) - [j79]Wei Li, Cheng Wang, Dawei Zai, Pengdi Huang, Weiquan Liu, Chenglu Wen, Jonathan Li:
A Volumetric Fusing Method for TLS and SFM Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3349-3357 (2018) - [j78]Xinqu Chen, Chengming Ye, Jonathan Li, Michael A. Chapman:
Quantifying the Carbon Storage in Urban Trees Using Multispectral ALS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3358-3365 (2018) - [j77]Jinyan Gao, Yulan Guo, Zaiping Lin, Wei An, Jonathan Li:
Robust Infrared Small Target Detection Using Multiscale Gray and Variance Difference Measures. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 5039-5052 (2018) - [j76]Zilong Zhong, Jonathan Li, Zhiming Luo, Michael A. Chapman:
Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework. IEEE Trans. Geosci. Remote. Sens. 56(2): 847-858 (2018) - [j75]Huan Luo, Cheng Wang, Chenglu Wen, Ziyi Chen, Dawei Zai, Yongtao Yu, Jonathan Li:
Semantic Labeling of Mobile LiDAR Point Clouds via Active Learning and Higher Order MRF. IEEE Trans. Geosci. Remote. Sens. 56(7): 3631-3644 (2018) - [j74]Zheng Gong, Chenglu Wen, Cheng Wang, Jonathan Li:
A Target-Free Automatic Self-Calibration Approach for Multibeam Laser Scanners. IEEE Trans. Instrum. Meas. 67(1): 238-240 (2018) - [j73]Dawei Zai, Jonathan Li, Yulan Guo, Ming Cheng, Yangbin Lin, Huan Luo, Cheng Wang:
3-D Road Boundary Extraction From Mobile Laser Scanning Data via Supervoxels and Graph Cuts. IEEE Trans. Intell. Transp. Syst. 19(3): 802-813 (2018) - [c70]Zilong Zhong, Jonathan Li:
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification. AAAI 2018: 8191-8193 - [c69]Yiping Chen, Jingkang Wang, Jonathan Li, Cewu Lu, Zhipeng Luo, Han Xue, Cheng Wang:
LiDAR-Video Driving Dataset: Learning Driving Policies Effectively. CVPR 2018: 5870-5878 - [c68]Feng Chen, Yuejun Song, Shoudong Zhu, Jonathan Li, Cheng Wang, Xudong Zhu:
Preliminary Comparison of the Multispectral Cameras Onboard UAV Platform for Environment Monitoring. Geoinformatics 2018: 1-4 - [c67]Yan Liu, Longbiao Chen, Linjin Liu, Xiaoliang Fan, Sheng Wu, Cheng Wang, Jonathan Li:
Sensing Urban Structures and Crowd Dynamics with Mobility Big Data. GPC 2018: 370-389 - [c66]Li Chen, Wen Dan, Liujuan Cao, Cheng Wang, Jonathan Li:
Joint Denoising and Super-Resolution via Generative Adversarial Training. ICPR 2018: 2753-2758 - [c65]Yihan Sheng, Liujuan Cao, Cheng Wang, Jonathan Li:
Weakly Supervised Vehicle Detection in Satellite Images via Multiple Instance Ranking. ICPR 2018: 2765-2770 - [c64]Gaoxiang Zhou, Ming Liu, Xiangnan Liu, Jonathan Li:
Combination of Crop Growth Model and Radiation Transfer Model with Remote Sensing Data Assimilation for Fapar Estimation. IGARSS 2018: 1882-1885 - [c63]Rongren Wu, Yiping Chen, Cheng Wang, Jonathan Li:
Estimation of Forest Trees Diameter from Terrestrial Laser Scanning Point Clouds Based on a Circle Fitting Method. IGARSS 2018: 2813-2816 - [c62]Qiancong Fan, Feng Chen, Ming Cheng, Cheng Wang, Jonathan Li:
A Modified Framework for Ship Detection from Compact Polarization SAR Image. IGARSS 2018: 3539-3542 - [c61]Menglan Zhou, Lingfei Ma, Ying Li, Jonathan Li:
Extraction of Building Windows from Mobile Laser Scanning Point Clouds. IGARSS 2018: 4304-4307 - [c60]Xuelun Shen, Cheng Wang, Chenglu Wen, Weiquan Liu, Xiaotian Sun, Jonathan Li:
Discriminative Learning of Point Cloud Feature Descriptors Based on Siamese Network. IGARSS 2018: 4519-4522 - [c59]Ying Li, Lingfei Ma, Yuchun Huang, Jonathan Li:
Segment-Based Traffic Sign Detection from Mobile Laser Scanning Data. IGARSS 2018: 4607-4610 - [c58]Weiya Ye, Jonathan Li:
A Comparison of Ice Freeboard Measurement by Icesat and Envisat Altimeters. IGARSS 2018: 7097-7100 - [c57]Shaokun Zhang, Zejian Kang, Zhiyou Hong, Zhemin Zhang, Cheng Wang, Jonathan Li:
Traffic Flow Prediction Based on Cascaded Artificial Neural Network. IGARSS 2018: 7232-7235 - [c56]Xiaofang Wang, Yu Zang, Yiping Chen, Cheng Wang, Jonathan Li:
Rural Road Networks Matching Via Extending Line. IGARSS 2018: 7419-7422 - [c55]Yunhe Feng, Chenglu Wen, Pengdi Huang, Cheng Wang, Jonathan Li:
Dection and Health Analysis of Individual Tree in Urban Environment with Multi-Sensor Platform. IGARSS 2018: 7548-7551 - [c54]Mengge Chen, Yue Gu, Ming Liu, Jonathan Li:
Estimating PM 2.5 in British Columbia Before and After Wildfires using 3 KM Modis AOD Products from February to August 2017. IGARSS 2018: 7585-7588 - [c53]Weiquan Liu, Xuelun Shen, Cheng Wang, Zhihong Zhang, Chenglu Wen, Jonathan Li:
H-Net: Neural Network for Cross-domain Image Patch Matching. IJCAI 2018: 856-863 - [i6]Zilong Zhong, Jonathan Li:
Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification. CoRR abs/1802.03495 (2018) - [i5]Zongliang Zhang, Hongbin Zeng, Jonathan Li, Yiping Chen, Chenhui Yang, Cheng Wang:
Geometric Multi-Model Fitting by Deep Reinforcement Learning. CoRR abs/1809.08397 (2018) - [i4]Shenlong Lou, Yan Luo, Qiancong Fan, Feng Chen, Yiping Chen, Cheng Wang, Jonathan Li:
NeuroTreeNet: A New Method to Explore Horizontal Expansion Network. CoRR abs/1811.09618 (2018) - 2017
- [j72]Longbiao Chen, Xiaoliang Fan, Leye Wang, Daqing Zhang, Zhiyong Yu, Jonathan Li, Thi Mai Trang Nguyen, Gang Pan, Cheng Wang:
RADAR: Road Obstacle Identification for Disaster Response Leveraging Cross-Domain Urban Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(4): 130:1-130:23 (2017) - [j71]Xinhuai Zou, Ming Cheng, Cheng Wang, Yan Xia, Jonathan Li:
Tree Classification in Complex Forest Point Clouds Based on Deep Learning. IEEE Geosci. Remote. Sens. Lett. 14(12): 2360-2364 (2017) - [j70]Ming Cheng, Haocheng Zhang, Cheng Wang, Jonathan Li:
Extraction and Classification of Road Markings Using Mobile Laser Scanning Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 1182-1196 (2017) - [j69]Pengdi Huang, Ming Cheng, Yiping Chen, Dawei Zai, Cheng Wang, Jonathan Li:
Solar Potential Analysis Method Using Terrestrial Laser Scanning Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 1221-1233 (2017) - [j68]Xiaoyong Xu, Bryan A. Tolson, Jonathan Li, Bruce Davison:
Assimilation of Synthetic Remotely Sensed Soil Moisture in Environment Canada's MESH Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1317-1327 (2017) - [j67]Xiaoyong Xu, Bryan A. Tolson, Jonathan Li, Bruce Davison:
Comparison of X-Band and L-Band Soil Moisture Retrievals for Land Data Assimilation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 3850-3860 (2017) - [j66]Yu Zang, Cheng Wang, Yao Yu, Lun Luo, Ke Yang, Jonathan Li:
Joint Enhancing Filtering for Road Network Extraction. IEEE Trans. Geosci. Remote. Sens. 55(3): 1511-1525 (2017) - [j65]Yangbin Lin, Cheng Wang, Bili Chen, Dawei Zai, Jonathan Li:
Facet Segmentation-Based Line Segment Extraction for Large-Scale Point Clouds. IEEE Trans. Geosci. Remote. Sens. 55(9): 4839-4854 (2017) - [j64]Fan Wu, Chenglu Wen, Yulan Guo, Jingjing Wang, Yongtao Yu, Cheng Wang, Jonathan Li:
Rapid Localization and Extraction of Street Light Poles in Mobile LiDAR Point Clouds: A Supervoxel-Based Approach. IEEE Trans. Intell. Transp. Syst. 18(2): 292-305 (2017) - [j63]Pengdi Huang, Ming Cheng, Yiping Chen, Huan Luo, Cheng Wang, Jonathan Li:
Traffic Sign Occlusion Detection Using Mobile Laser Scanning Point Clouds. IEEE Trans. Intell. Transp. Syst. 18(9): 2364-2376 (2017) - [c52]Huan Luo, Cheng Wang, Jonathan Li:
Auto-Annotation of 3D Objects via ImageNet. AAAI 2017: 4965-4966 - [c51]Yujie Wang, Xiaoliang Fan, Xiao Liu, Chuanpan Zheng, Longbiao Chen, Cheng Wang, Jonathan Li:
Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data. ICWS 2017: 857-861 - [c50]Yuenan Li, Zhuo Chen, Jonathan Li:
How many people died due to PM2.5 and where the mortality risks increased? A case study in Beijing. IGARSS 2017: 485-488 - [c49]Zhichao Xia, Yu Zang, Cheng Wang, Jonathan Li:
Road width measurement from remote sensing images. IGARSS 2017: 902-905 - [c48]Zilong Zhong, Jonathan Li, Lingfei Ma, Han Jiang, He Zhao:
Deep residual networks for hyperspectral image classification. IGARSS 2017: 1824-1827 - [c47]Jianfeng Liu, Zhenlong Xiao, Yiping Chen, Pengdi Huang, Rongren Wu, Jonathan Li:
Automated extraction of urban roadside trees from mobile laser scanning point clouds based on a voxel growing method. IGARSS 2017: 1832-1835 - [c46]Feng Chen, Jonathan Li, Cheng Wang:
Post-typhoon assessment of surface greenness disturbance using Landsat series observations. IGARSS 2017: 3499-3502 - [c45]Cheng Kou, Chunyang Zhao, Fan Yang, Jonathan Li, Yikun Liu, Fei Zeng:
Combining optial-thermal remote sensing data and topographic slope for the identification of debris-covered glaciers. IGARSS 2017: 3589-3594 - [c44]Zhiyou Hong, Zhipeng Luo, Jonathan Li, Zhenmiao Deng, Yiping Chen, Yu Zhang:
Use of ground penetrating radar for detecting underground holes in urban areas: XMU's experience. IGARSS 2017: 4821-4824 - [c43]Wei Li, Cheng Wang, Dawei Zai, Pengdi Huang, Weiquan Liu, Jonathan Li:
An efficiently volumetric fusing method for structure-frome-motion and terrestrial point cloud. IGARSS 2017: 6036-6039 - [c42]Gen Li, Yiping Chen, Chenglu Wen, Cheng Wang, Jonathan Li, JinYong Chen:
Quality evaluation of point cloud model for interior structure of a common building. IGARSS 2017: 6040-6043 - [c41]Changbin You, Chenglu Wen, Huan Luo, Cheng Wang, Jonathan Li:
Rapid traffic sign damage inspection in natural scenes using mobile laser scanning data. IGARSS 2017: 6271-6274 - [c40]Longbiao Chen, Linjin Liu, Xiaoliang Fan, Jonathan Li, Cheng Wang, Gang Pan, Jérémie Jakubowicz, Thi Mai Trang Nguyen:
Complementary base station clustering for cost-effective and energy-efficient cloud-RAN. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-7 - [i3]Shanxin Zhang, Cheng Wang, Zhuang Yang, Chenglu Wen, Jonathan Li, Chenhui Yang:
Traffic Sign Timely Visual Recognizability Evaluation Based on 3D Measurable Point Clouds. CoRR abs/1710.03553 (2017) - 2016
- [j62]Fangfang Huang, Chenglu Wen, Huan Luo, Ming Cheng, Cheng Wang, Jonathan Li:
Local quality assessment of point clouds for indoor mobile mapping. Neurocomputing 196: 59-69 (2016) - [j61]Liujuan Cao, Cheng Wang, Jonathan Li:
Vehicle detection from highway satellite images via transfer learning. Inf. Sci. 366: 177-187 (2016) - [j60]Haiyan Guan, Yongtao Yu, Jonathan Li, Pengfei Liu:
Pole-Like Road Object Detection in Mobile LiDAR Data via Supervoxel and Bag-of-Contextual-Visual-Words Representation. IEEE Geosci. Remote. Sens. Lett. 13(4): 520-524 (2016) - [j59]Chenglu Wen, Siyu Pan, Cheng Wang, Jonathan Li:
An Indoor Backpack System for 2-D and 3-D Mapping of Building Interiors. IEEE Geosci. Remote. Sens. Lett. 13(7): 992-996 (2016) - [j58]Ziyi Chen, Cheng Wang, Chenglu Wen, Xiuhua Teng, Yiping Chen, Haiyan Guan, Huan Luo, Liujuan Cao, Jonathan Li:
Vehicle Detection in High-Resolution Aerial Images via Sparse Representation and Superpixels. IEEE Trans. Geosci. Remote. Sens. 54(1): 103-116 (2016) - [j57]Yu Zang, Cheng Wang, Liujuan Cao, Yao Yu, Jonathan Li:
Road Network Extraction via Aperiodic Directional Structure Measurement. IEEE Trans. Geosci. Remote. Sens. 54(6): 3322-3335 (2016) - [j56]Yongtao Yu, Jonathan Li, Haiyan Guan, Cheng Wang:
Automated Detection of Three-Dimensional Cars in Mobile Laser Scanning Point Clouds Using DBM-Hough-Forests. IEEE Trans. Geosci. Remote. Sens. 54(7): 4130-4142 (2016) - [j55]Chenglu Wen, Jonathan Li, Huan Luo, Yongtao Yu, Zhipeng Cai, Hanyun Wang, Cheng Wang:
Spatial-Related Traffic Sign Inspection for Inventory Purposes Using Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 17(1): 27-37 (2016) - [j54]Huan Luo, Cheng Wang, Chenglu Wen, Zhipeng Cai, Ziyi Chen, Hanyun Wang, Yongtao Yu, Jonathan Li:
Patch-Based Semantic Labeling of Road Scene Using Colorized Mobile LiDAR Point Clouds. IEEE Trans. Intell. Transp. Syst. 17(5): 1286-1297 (2016) - [j53]Ziyi Chen, Cheng Wang, Huan Luo, Hanyun Wang, Yiping Chen, Chenglu Wen, Yongtao Yu, Liujuan Cao, Jonathan Li:
Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature. IEEE Trans. Intell. Transp. Syst. 17(8): 2296-2309 (2016) - [j52]Yongtao Yu, Jonathan Li, Haiyan Guan, Cheng Wang, Chenglu Wen:
Bag of Contextual-Visual Words for Road Scene Object Detection From Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 17(12): 3391-3406 (2016) - [c39]Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li:
Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer. AAAI 2016: 1138-1144 - [c38]Jonathan Li:
Keynote addresses: Keynote speech I: The development of innovative algorithms/methods and software tools - Object-based image analysis for multi-scale thematic mapping of physical and built environments (Tentative title). ICCSE 2016: 1-5 - [c37]Huan Luo, Cheng Wang, Hanyun Wang, Ziyi Chen, Dawei Zai, Shanxin Zhang, Jonathan Li:
Exploiting location information to detect light pole in mobile LiDAR point clouds. IGARSS 2016: 453-456 - [c36]Xiaofang Liu, Hong Jia, Liujuan Cao, Cheng Wang, Jonathan Li, Ming Cheng:
Superpixel-based coastline extraction in SAR images with speckle noise removal. IGARSS 2016: 1034-1037 - [c35]Yi Sun, Cheng Wang, Jonathan Li, Zongliang Zhang, Dawei Zai, Pengdi Huang, Chenglu Wen:
Automated segmentation of LiDAR point clouds for building rooftop extraction. IGARSS 2016: 1472-1475 - [c34]Zilong Zhong, Jonathan Li, Weihong Cui, Han Jiang:
Fully convolutional networks for building and road extraction: Preliminary results. IGARSS 2016: 1591-1594 - [c33]Dawei Zai, Yulan Guo, Jonathan Li, Huan Luo, Yangbin Lin, Yi Sun, Pengdi Huang, Cheng Wang:
3D road surface extraction from mobile laser scanning point clouds. IGARSS 2016: 1595-1598 - [c32]Peikang Li, Yu Zang, Cheng Wang, Jonathan Li, Ming Cheng, Lun Luo, Yao Yu:
Road network extraction via deep learning and line integral convolution. IGARSS 2016: 1599-1602 - [c31]Han Jiang, Alex Smith, Zilong Zhong, Jonathan Li:
Determining the effect of spatial resolution in land use classification using optical aerial imagery. IGARSS 2016: 2272-2275 - [c30]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 - [c29]Zheng Gong, Jonathan Li, Wei Li:
A low cost indoor mapping robot based on TinySLAM algorithm. IGARSS 2016: 4549-4552 - [i2]Zongliang Zhang, Jonathan Li, Yulan Guo, Yangbin Lin, Ming Cheng, Cheng Wang:
Partial Procedural Geometric Model Fitting for Point Clouds. CoRR abs/1610.04936 (2016) - 2015
- [j51]Zhiyong Li, Jonathan Li, Shilin Zhou, Saied Pirasteh:
Developing an algorithm for local anomaly detection based on spectral space window in hyperspectral image. Earth Sci. Informatics 8(4): 741-749 (2015) - [j50]Saied Pirasteh, Jonathan Li, Iman Attarzadeh:
Implementation of the damage index approach for the rapid evaluation of earthquake resistant buildings. Earth Sci. Informatics 8(4): 751-758 (2015) - [j49]Ming Cheng, Cheng Wang, Jonathan Li:
Single-image super-resolution in RGB space via group sparse representation. IET Image Process. 9(6): 461-467 (2015) - [j48]Binghui Wei, Ming Cheng, Cheng Wang, Jonathan Li:
Combinative hypergraph learning for semi-supervised image classification. Neurocomputing 153: 271-277 (2015) - [j47]Yongtao Yu, Jonathan Li, Haiyan Guan, Fukai Jia, Cheng Wang:
Three-Dimensional Object Matching in Mobile Laser Scanning Point Clouds. IEEE Geosci. Remote. Sens. Lett. 12(3): 492-496 (2015) - [j46]Hanyun Wang, Huan Luo, Chenglu Wen, Jun Cheng, Peng Li, Yiping Chen, Cheng Wang, Jonathan Li:
Road Boundaries Detection Based on Local Normal Saliency From Mobile Laser Scanning Data. IEEE Geosci. Remote. Sens. Lett. 12(10): 2085-2089 (2015) - [j45]Zhipeng Cai, Cheng Wang, Chenglu Wen, Jonathan Li:
Occluded Boundary Detection for Small-Footprint Groundborne LIDAR Point Cloud Guided by Last Echo. IEEE Geosci. Remote. Sens. Lett. 12(11): 2272-2276 (2015) - [j44]Liujuan Cao, Cheng Wang, Jonathan Li:
Robust depth-based object tracking from a moving binocular camera. Signal Process. 112: 154-161 (2015) - [j43]Yongtao Yu, Jonathan Li, Haiyan Guan, Fukai Jia, Cheng Wang:
Learning Hierarchical Features for Automated Extraction of Road Markings From 3-D Mobile LiDAR Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(2): 709-726 (2015) - [j42]Hanyun Wang, Cheng Wang, Huan Luo, Peng Li, Yiping Chen, Jonathan Li:
3-D Point Cloud Object Detection Based on Supervoxel Neighborhood With Hough Forest Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1570-1581 (2015) - [j41]Jun Lu, Jonathan Li, Gang Chen, Linjun Zhao, Boli Xiong, Gaoyao Kuang:
Improving Pixel-Based Change Detection Accuracy Using an Object-Based Approach in Multitemporal SAR Flood Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3486-3496 (2015) - [j40]Yongtao Yu, Jonathan Li, Haiyan Guan, Cheng Wang, Jun Yu:
Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds. IEEE Trans. Geosci. Remote. Sens. 53(3): 1374-1386 (2015) - [j39]Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Hanyun Wang, Cheng Wang, Ruifang Zhai:
Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data. IEEE Trans. Geosci. Remote. Sens. 53(3): 1527-1537 (2015) - [j38]Haiyan Guan, Jonathan Li, Yongtao Yu, Michael A. Chapman, Cheng Wang:
Automated Road Information Extraction From Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 16(1): 194-205 (2015) - [j37]Yongtao Yu, Jonathan Li, Haiyan Guan, Cheng Wang:
Automated Extraction of Urban Road Facilities Using Mobile Laser Scanning Data. IEEE Trans. Intell. Transp. Syst. 16(4): 2167-2181 (2015) - [j36]Haiyan Guan, Jonathan Li, Yongtao Yu, Zheng Ji, Cheng Wang:
Using Mobile LiDAR Data for Rapidly Updating Road Markings. IEEE Trans. Intell. Transp. Syst. 16(5): 2457-2466 (2015) - [c28]Xiaoliang Fan, Yakun Hu, Jonathan Li, Cheng Wang:
Context-Aware Ubiquitous Web Services Recommendation Based on User Location Update. CCBD 2015: 111-118 - [c27]Xiaoliang Fan, Baoqin He, Cheng Wang, Jonathan Li, Ming Cheng, Huaqiang Huang, Xiao Liu:
Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents. ICA3PP (2) 2015: 255-268 - [c26]Zhipeng Cai, Cheng Wang, Chenglu Wen, Jonathan Li:
3D-PatchMatch: An optimization algorithm for point cloud completion. ICSDM 2015: 157-161 - [c25]Pengdi Huang, Yiping Chen, Jonathan Li, Yongtao Yu, Cheng Wang, Hongshan Nie:
Extraction of street trees from mobile laser scanning point clouds based on subdivided dimensional features. IGARSS 2015: 557-560 - [c24]Shuang Wu, Chenglu Wen, Huan Luo, Yiping Chen, Cheng Wang, Jonathan Li:
Using mobile LiDAR point clouds for traffic sign detection and sign visibility estimation. IGARSS 2015: 565-568 - [c23]Dawei Zai, Yiping Chen, Jonathan Li, Yongtao Yu, Cheng Wang, Hongshan Nie:
Inventory of 3D street lighting poles using mobile laser scanning point clouds. IGARSS 2015: 573-576 - [c22]Lanying Wang, Jonathan Li, Claude R. Duguay, Dilong Li:
Evaluation of regional-scale snow albedo characteristics during winter season from 2003 to 2014. IGARSS 2015: 743-746 - [c21]Weikai Tan, Renfang Liao, Yikang Du, Jun Lu, Jonathan Li:
Improving urban impervious surface classification by combining Landsat and PolSAR images: A case study in Kitchener-Waterloo, Ontario, Canada. IGARSS 2015: 1917-1920 - [c20]Haiyan Guan, Yongtao Yu, Jonathan Li:
A tensor voting approach to dark spot detection in RADARSAT-1 intensity imagery. IGARSS 2015: 3160-3163 - [c19]Zongliang Zhang, Ming Cheng, Xinqu Chen, Menglan Zhou, Yifei Chen, Jonathan Li, Hongshan Nie:
Turning mobile laser scanning points into 2D/3D on-road object models: Current status. IGARSS 2015: 3524-3527 - [c18]Kunyuan Chen, Ming Cheng, Menglan Zhou, Xinqu Chen, Yifei Chen, Jonathan Li, Hongshan Nie:
Automated Object Extraction from MLS Data: A Survey. ISKE 2015: 331-334 - [c17]Yiping Chen, Cheng Wang, Jonathan Li:
Hidden target detection from the multi-echo small-footprint LiDAR point clouds. MMSP 2015: 1-6 - [i1]Da-Han Wang, Hanzi Wang, Dong Zhang, Jonathan Li, David Zhang:
Robust Scene Text Recognition Using Sparse Coding based Features. CoRR abs/1512.08669 (2015) - 2014
- [j35]Liqiang Zhang, Chunming Han, Liang Zhang, Xiaokun Zhang, Jonathan Li:
Web-based visualization of large 3D urban building models. Int. J. Digit. Earth 7(1): 53-67 (2014) - [j34]Jun Yu, Dapeng Tao, Jonathan Li, Jun Cheng:
Semantic preserving distance metric learning and applications. Inf. Sci. 281: 674-686 (2014) - [j33]Ming Cheng, Cheng Wang, Jonathan Li:
Sparse Representation Based Pansharpening Using Trained Dictionary. IEEE Geosci. Remote. Sens. Lett. 11(1): 293-297 (2014) - [j32]Linlin Xu, Jonathan Li:
Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 11(4): 823-827 (2014) - [j31]Chenglu Wen, Ling Qin, Qingyuan Zhu, Cheng Wang, Jonathan Li:
Three-Dimensional Indoor Mobile Mapping With Fusion of Two-Dimensional Laser Scanner and RGB-D Camera Data. IEEE Geosci. Remote. Sens. Lett. 11(4): 843-847 (2014) - [j30]Yongtao Yu, Jonathan Li, Jun Yu, Haiyan Guan, Cheng Wang:
Pairwise Three-Dimensional Shape Context for Partial Object Matching and Retrieval on Mobile Laser Scanning Data. IEEE Geosci. Remote. Sens. Lett. 11(5): 1019-1023 (2014) - [j29]Yongtao Yu, Jonathan Li, Haiyan Guan, Cheng Wang, Jun Yu:
Automated Detection of Road Manhole and Sewer Well Covers From Mobile LiDAR Point Clouds. IEEE Geosci. Remote. Sens. Lett. 11(9): 1549-1553 (2014) - [j28]Linlin Xu, Jonathan Li, Alexander Wong, Junhuan Peng:
K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation. IEEE Geosci. Remote. Sens. Lett. 11(10): 1787-1791 (2014) - [j27]Hanyun Wang, Cheng Wang, Huan Luo, Peng Li, Ming Cheng, Chenglu Wen, Jonathan Li:
Object Detection in Terrestrial Laser Scanning Point Clouds Based on Hough Forest. IEEE Geosci. Remote. Sens. Lett. 11(10): 1807-1811 (2014) - [j26]Zhuo Sun, Cheng Wang, Dilong Li, Jonathan Li:
Semisupervised Classification for Hyperspectral Imagery With Transductive Multiple-Kernel Learning. IEEE Geosci. Remote. Sens. Lett. 11(11): 1991-1995 (2014) - [j25]Linlin Xu, Jonathan Li, Yuanming Shu, Junhuan Peng:
SAR Image Denoising via Clustering-Based Principal Component Analysis. IEEE Trans. Geosci. Remote. Sens. 52(11): 6858-6869 (2014) - [c16]Min Lu, Jian Zhao, Yulan Guo, Jianping Ou, Jonathan Li:
A 3D pointcloud registration algorithm based on fast coherent point drift. AIPR 2014: 1-6 - [c15]Wenwen Qu, Cheng Wang, Hanyun Wang, Ming Cheng, Jonathan Li:
Triple-Surface Structure Extraction and Fitting for Control Point Positioning in LiDAR Point Clouds. ICIMCS 2014: 136 - [c14]Min Lu, Yulan Guo, Jun Zhang, Jianwei Wan, Jonathan Li:
Automatic markerless registration of mobile LiDAR point-clouds. IGARSS 2014: 173-176 - [c13]Yongtao Yu, Jonathan Li, Haiyan Guan, Cheng Wang:
3D crack skeleton extraction from mobile LiDAR point clouds. IGARSS 2014: 914-917 - [c12]Haiyan Guan, Jonathan Li, Yongjun Zhou, Yongtao Yu, Cheng Wang, Chenglu Wen:
Automatic extraction of power lines from mobile laser scanning data. IGARSS 2014: 918-921 - [c11]Fukai Jia, Jonathan Li, Cheng Wang, Yongtao Yu, Ming Cheng, Dawei Zai:
Earthwork volumes estimation in asphalt pavement reconstruction using a mobile laser scanning systerm. IGARSS 2014: 922-925 - [c10]Ziyi Chen, Cheng Wang, Xiuhua Teng, Liujuan Cao, Jonathan Li:
Oil spill detection based on a superpixel segmentation method for SAR image. IGARSS 2014: 1725-1728 - [c9]Hui Wang, Jonathan Li, Liyong Wang, Haiyan Guan, Zexun Geng:
Automated mosaicking of UAV images based on SFM method. IGARSS 2014: 2633-2636 - [c8]Shiqian Wang, Wei Li, Jonathan Li:
Using high resolution remote sensing image to help population estimation in small cities. IGARSS 2014: 3172-3175 - [c7]Wei Li, Shiqian Wang, Jonathan Li:
Object based building extraction by QuickBird image for population estimation: A case study of the City of Waterloo. IGARSS 2014: 3176-3179 - [c6]Jun Lu, Jonathan Li, Min Lu, Zhiyong Li, Boli Xiong, Gangyao Kuang:
Detecting floods accurately in SAR images without the interference of the reference image. IGARSS 2014: 3590-3593 - [c5]Xiaoyong Xu, Jonathan Li, Bryan A. Tolson, Ralf M. Staebler, Frank Seglenieks, Bruce Davison, Amin Haghnegahdar, Eric D. Soulis:
Assimilation of SMOS soil moisture in the MESH model with the ensemble Kalman filter. IGARSS 2014: 3766-3769 - [c4]Lanying Wang, Shiqian Wang, Wei Li, Jonathan Li:
Monitoring urban expansion of the Greater Toronto area from 1985 to 2013 using Landsat images. IGARSS 2014: 4264-4267 - [c3]Hanyun Wang, Cheng Wang, Yiping Chen, Wentao Yang, Jonathan Li:
Extracting road surface from mobile laser scanning point clouds in large scale urban environment. ITSC 2014: 2912-2917 - 2013
- [j24]Xianfeng Zhang, Chunhua Liao, Jonathan Li, Quan Sun:
Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data. Int. J. Appl. Earth Obs. Geoinformation 21: 506-512 (2013) - [j23]Xianfeng Zhang, Chunhua Liao, Yu Liu, Jonathan Li:
An IconMap-based exploratory analytical approach for multivariate geospatial data. Sci. China Inf. Sci. 56(1): 1-10 (2013) - [j22]Hao Deng, Liqiang Zhang, Chunming Han, Yingchao Ren, Liang Zhang, Jonathan Li:
Efficient occlusion-free visualization for navigation in mountainous areas. Comput. Geosci. 52: 389-397 (2013) - [j21]Haiyan Guan, Jonathan Li, Liang Zhong, Yongtao Yu, Michael A. Chapman:
Process virtualization of large-scale lidar data in a cloud computing environment. Comput. Geosci. 60: 109-116 (2013) - [j20]Chaoqun Hong, Jun Yu, Jonathan Li, Xuhui Chen:
Multi-view hypergraph learning by patch alignment framework. Neurocomputing 118: 79-86 (2013) - [j19]Bisheng Yang, Zheng Wei, Qingquan Li, Jonathan Li:
Semiautomated Building Facade Footprint Extraction From Mobile LiDAR Point Clouds. IEEE Geosci. Remote. Sens. Lett. 10(4): 766-770 (2013) - [j18]Zhuo Sun, Cheng Wang, Hanyun Wang, Jonathan Li:
Learn Multiple-Kernel SVMs for Domain Adaptation in Hyperspectral Data. IEEE Geosci. Remote. Sens. Lett. 10(5): 1224-1228 (2013) - [j17]Tae Jung Kwon, Jonathan Li, Alexander Wong:
ETVOS: An Enhanced Total Variation Optimization Segmentation Approach for SAR Sea-Ice Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 51(2): 925-934 (2013) - [j16]Qiang Chen, Gangyao Kuang, Jonathan Li, Lichun Sui, Diangang Li:
Unsupervised Land Cover/Land Use Classification Using PolSAR Imagery Based on Scattering Similarity. IEEE Trans. Geosci. Remote. Sens. 51(3-2): 1817-1825 (2013) - [c2]Xiaoli Ma, Cheng Wang, Zhuo Sun, Chenglu Wen, Jonathan Li:
Hyperspectral image classification using Primal Laplacian SVM in preconditioned conjugate gradient solution. IGARSS 2013: 1434-1437 - 2012
- [j15]Jinghan Xie, Liqiang Zhang, Jonathan Li, Hao Wang, Ling Yang:
Automatic simplification and visualization of 3D urban building models. Int. J. Appl. Earth Obs. Geoinformation 18: 222-231 (2012) - [j14]Meiling Liu, Xiangnan Liu, Jonathan Li, Ting Li:
Estimating regional heavy metal concentrations in rice by scaling up a field-scale heavy metal assessment model. Int. J. Appl. Earth Obs. Geoinformation 19: 12-23 (2012) - [j13]Jianyu Chen, Jonathan Li, Delu Pan, Qiankun Zhu, Zhihua Mao:
Edge-Guided Multiscale Segmentation of Satellite Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 50(11): 4513-4520 (2012) - 2011
- [j12]Qingquan Li, Zhe Zeng, Tong Zhang, Jonathan Li, Zhongheng Wu:
Path-finding through flexible hierarchical road networks: An experiential approach using taxi trajectory data. Int. J. Appl. Earth Obs. Geoinformation 13(1): 110-119 (2011) - [j11]Ling Yang, Liqiang Zhang, Jingtao Ma, Zhizhong Kang, Lixin Zhang, Jonathan Li:
Efficient Simplification of Large Vector Maps Rendered onto 3D Landscapes. IEEE Computer Graphics and Applications 31(2): 14-23 (2011) - [j10]Xiaojun Yang, Jonathan Li:
Special Issue: Earth Observations and Remote Sensing for Environmental Management and Hazard Mitigation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 101-102 (2011) - [j9]Xianfeng Zhang, Jiepeng Zhao, Quan Sun, Xuyang Wang, Yulong Guo, Jonathan Li:
Soil Moisture Retrieval From AMSR-E Data in Xinjiang (China): Models and Validation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 117-127 (2011) - [j8]Haowen Yan, Jonathan Li, Hong Wen:
A key points-based blind watermarking approach for vector geo-spatial data. Comput. Environ. Urban Syst. 35(6): 485-492 (2011) - 2010
- [j7]Rifaat Abdalla, Jonathan Li:
Towards effective application of geospatial technologies for disaster management. Int. J. Appl. Earth Obs. Geoinformation 12(6): 405-407 (2010) - [j6]Liqiang Zhang, Zhizhong Kang, Jonathan Li, Ling Yang:
Web-based terrain and vector maps visualization for Wenchuan earthquake. Int. J. Appl. Earth Obs. Geoinformation 12(6): 439-447 (2010) - [j5]Guoxiang Liu, Jonathan Li, Zhu Xu, Jicang Wu, Qiang Chen, Huixin Zhang, Rui Zhang, Hongguo Jia, Xiaojun Luo:
Surface deformation associated with the 2008 Ms8.0 Wenchuan earthquake from ALOS L-band SAR interferometry. Int. J. Appl. Earth Obs. Geoinformation 12(6): 496-505 (2010) - [j4]Yu Li, Jonathan Li, Michael A. Chapman:
Segmentation of SAR Intensity Imagery With a Voronoi Tessellation, Bayesian Inference, and Reversible Jump MCMC Algorithm. IEEE Trans. Geosci. Remote. Sens. 48(4-1): 1872-1881 (2010)
2000 – 2009
- 2009
- [j3]Zhizhong Kang, Jonathan Li, Liqiang Zhang, Qile Zhao, Sisi Zlatanova:
Automatic Registration of Terrestrial Laser Scanning Point Clouds using Panoramic Reflectance Images. Sensors 9(4): 2621-2646 (2009) - [j2]Jun Pan, Mi Wang, Deren Li, Jonathan Li:
Automatic Generation of Seamline Network Using Area Voronoi Diagrams With Overlap. IEEE Trans. Geosci. Remote. Sens. 47(6): 1737-1744 (2009) - 2007
- [j1]Simon Wu, Jonathan Li, Guo H. Huang:
Modeling the effects of elevation data resolution on the performance of topography-based watershed runoff simulation. Environ. Model. Softw. 22(9): 1250-1260 (2007) - 2002
- [c1]Bing Chen, Guohe Huang, Jonathan Li, Yifan Li, Baiyu Zhang, H. L. Li:
Combination of vegetation indices with pesticide canopy emission model. IGARSS 2002: 3258-3260
Coauthor Index
[j247] [j245] [j241] [j236] [j225] [j223] [c115] [c109] [j218] [j209] [j208] [j198] [j189] [j188] [j186] [j184] [j181] [j180] [j179] [j177] [j171] [j169] [j167] [c106] [c104] [c103] [j157] [j156] [j152] [c99] [c95] [c94] [i17] [c90] [c86] [j90] [c83] [c78] [c75] [c69] [c63] [c56] [i5] [i4] [j69] [j63] [c47] [c44] [c42] [j58] [j53] [j46] [j42] [c25] [c24] [c23] [c17] [c3]
Kyle Gao
aka: Kyle Yilin Gao
aka: Kyle Yilin Gao
José Marcato Junior
aka: José Marcato Jr.
aka: José Marcato Jr.
[j245] [j244] [j242] [j230] [j223] [c116] [i34] [i31] [j217] [j214] [j210] [j204] [j197] [j192] [j188] [j184] [j175] [j172] [j171] [j170] [j169] [j168] [j160] [j158] [j157] [j156] [j153] [j151] [j150] [j149] [j144] [j143] [j138] [j137] [j132] [c100] [i22] [i21] [i20] [i19] [j130] [j121] [j118] [j117] [j113] [i13] [j98] [j96] [j95] [j89]
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[j264] [j251] [j245] [j241] [j237] [j217] [j213] [j208] [j205] [j196] [j195] [j193] [j186] [j183] [j155] [j150] [j146] [j134] [j132] [j126] [j125] [j124] [j123] [j119] [j92] [j75] [j64] [j60] [j56] [j55] [j54] [j53] [j52] [j47] [j43] [j40] [j39] [j38] [j37] [j36] [c25] [c23] [c20] [j30] [j29] [c13] [c12] [c11] [j21]
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