Journal papers and book chapters | Geospatial Intelligence and Mapping Lab

2024

Wang L, Lu D, Xu L, Robinson DT, Tan W, Xie Q, Guan H, Chapman MA, Li J, 2024. Individual tree species classification using low-density airborne multispectral LiDAR data via attribute-aware cross-branch transformer, Remote Sensing of Environment 315, 114456. DOI: 10.1016/j.rse.2024.114456.
Du J, Zelek J, Li J, 2024. Weather-Aware Autopilot: Domain generalization for point cloud semantic segmentation in diverse weather scenarios, ISPRS Journal of Photogrammetry and Remote Sensing 218, 204-219. Doi: 10.1016/j.isprsjprs.2024.09.006.
Chen Z, Chen Y, Gao L, Li D, Xu L, Li J, Wang C, * Chen Y, 2024. DBARCT: Road extraction based on double branch architecture and random block coding transformer, IEEE Geoscience and Remote Sensing Letters DOI: 10.1109/LGRS.2024.3470818.
Khankeshizadeh E, Mohammadzadeh A, Mohsenifar A, Moghimi A, Pirasteh S, Feng S, Hu K, Li J, 2024. Building detection in VHR remote sensing images using a novel dual attention residual-based U-Net (DAttResU-Net): An application to generating building change maps, Remote Sensing Applications: Society and Environment DOI: 10.1016/j.rsase.2024.101336.
Li D, Zheng S, *Chen Z, Li J, Wang L, Du J, 2024. Local enhanced transformer networks for land cover classification with airborne multispectral LiDAR data, IEEE Geoscience and Remote Sensing Letters DOI: 10.1109/LGRS.2024.3432870.
Ghorbanzadeh O, Shahabi H, Piralilou ST, Crivellari A, EC La Rosa L, Atzberger C, Ghamisi P, Li J, 2024. Contrastive self-supervised learning for globally distributed landslide detection, IEEE Access 36, 101336. DOI: 10.1109/ACCESS.2024.3449447.
Yang N, *Li L, *Han L, Gao K, Qu S, Li J, 2024. Retrieving heavy metal concentrations in urban soil using satellite hyperspectral imagery, International Journal of Applied Earth Observation and Geoinformation 131, 104079.
He H, Fan D, Wang R, Lyu X, Fu B, Huang Y, Sheng, J, 2024. Estimation of daytime all-sky sea surface temperature from Himawari-8 based on multilayer stacking machine learning, International Journal of Applied Earth Observation and Geoinformation,132, 104055.
Huang G, He K, Lyu X, Zang Y, Shu H, Zhao L, Li J, Wang C, 2024. High precision Intracity temperature estimation based on generated point clouds, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2024.3439608.
Wang Z, Lv B, Li J, Yin S, 2024. Geothermal energy extraction–induced ground movement monitoring by InSAR and its implication for reservoir management, Journal of Energy Engineering, DOI: 10.1061/JLEED9.EYENG-5523.
Feng H, Li W, Chen Y, *Ma L, *Li J, 2024. Crack-U²Net: Multiscale feature learning network for pavement crack detection from large-scale MLS point clouds, IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2024.3436015.
Li D, Zheng Z, Chen Z, Li J, Wang L, Du J, 2024. Local enhanced transformer networks for land cover classification with airborne multispectral LiDAR data, IEEE Geoscience and Remote Sensing Letters, DOI: 10.1109/LGRS.2024.3432870.
Lei X, Guan H, *Ma L, Liu J, Yu Y, Wang L, Dong Z, Ni H, Li J, 2024. DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation, International Journal of Applied Earth Observation and Geoinformation, 131, 103970.
Chen Y, *Zhang S, Han T, Du Y, Zhang W, Li J, 2024. Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction, ISPRS Journal of Photogrammetry and Remote Sensing, 212,181-192.
Afzal MK, *Liu W, Zang Y, Chen S, Afzal HMR, Adam JM, Yang B, Li J, Wang C, 2024. GeoSparseNet: A multi-source geometry-aware CNN for urban scene analysis, Remote Sensing, 16, 1827. https://doi.org/10.3390/rs16111827.
Lu D, Gao K, Xie Q, *Xu L, *Li J, 2024. 3DGTN: 3D dual-attention GLocal transformer network for point cloud classification and segmentation, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2024.3393845.
Yuan W, *Cai Y, Li J, 2024. Hybrid network-based automatic seamline detection for orthoimage mosaicking, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2024.3393626.
Du J, *Ma L, Li J, Qin N, Zelek JS, Guan H, *Li J, 2024. RdmkNet & Toronto-Rdmk: Large-scale datasets for road marking classification and segmentation, IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2024.3394481.
Pirasteh S, *Varshosaz M, Badrloo S, Li J, 2024. Developing an expansion-based obstacle detection using panoptic segmentation, Journal of Field Robotics, https://doi.org/10.1002/rob.22319.
He H, Ma L, *Li J, 2024. HigherNet-DST: Higher resolution network with dynamic scale training for rooftop delineation, IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2024.3362601.
Lu D, Zhou J, Gao K, Du J, *Xu L, Li J, 2024. Dynamic clustering transformer network for point cloud segmentation, International Journal of Applied Earth Observation and Geoinformation, 128, 103791.
Chen K, *Guan H, Wang L, Yu Y, Zang Y, Qin N, Liu J, Li J, 2024. A feature perturbation weakly supervised learning network for airborne multispectral LiDAR point cloud classification, International Journal of Applied Earth Observation and Geoinformation, 127, 103683.
Jamali A, Ghamisi P, Roy SK, Li J, Beni LH, Pradhan B, 2024. Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery, International Journal of Applied Earth Observation and Geoinformation, 127, 103662.
Jamali A, Roy SK, Ghamisi P, Li J, 2024. Neighbourhood attention makes ResUNet encoder stronger for accurate road extraction, IEEE Geoscience and Remote Sensing Letters, DOI: 10.1109/LGRS.2024.3354560.
Wei, Z, Chen B, Wang W, Chen H, Wei M, Li J, 2024. Point transformer-based salient object detection network for 3D measurement point clouds, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2024.3355968.
Khankeshizadeh E, Mohammadzadeh A, Arefi H, Mohsenifar A, Pirasteh S, Fan E, Li H, Li J, 2024. A novel weighted ensemble transferred U-Net based model (WETUM) for post-earthquake building damage assessment from UAV data: A comparison of deep learning- and machine learning-based approaches, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2024.3354737.
Tan W, Qin N, Zhang Y, McGrath H, Fortin M, *Li J, 2024. A rapid high-resolution multi-sensory urban flood mapping framework via DEM upscaling, Remote Sensing of Environment, 301, 113956.

2023

Li L, *Han L, Liu M, Gao K, He H, Wang L, *Li J, 2023.Coarse-to-fine matching via cross fusion of satellite images, International Journal of Applied Earth Observation and Geoinformation, 125, 103574.
Kang J, *Guan H, *Ma L, Wang L, Xu Z, Li J, 2023. WaterFormer: A coupled transformer and CNN network for waterbody detection in optical remotely-sensed imagery, ISPRS Journal of Photogrammetry and Remote Sensing, 206, 222-241.
Qin N, Tan W, Guan H, Wang L, Fatholahi SN, *Hu X, *Li J, 2023. Towards intelligent ground filtering of large-scale topographic point clouds: A comprehensive survey, International Journal of Applied Earth Observation and Geoinformation, 125, 103566.
Li L, *Han L, Liu M, Gao K, He H, Wang L, *Li J, 2023. SAR-optical image matching with semantic position probability distribution, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2023.3330856.
*Osco LP, Wu Q, Lemos EL, Gonçalves WN, Ramos APM, Li J, Marcato Jr J, 2023. The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot, International Journal of Applied Earth Observation and Geoinformation, 124, 103540.
Sun W, Luo Z, *Chen Y, Marcato Jr J, Gonçalves W, *Li J, 2023. A click-based interactive segmentation network for point clouds, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2023.3323735.
Chen Z, Deng L, Gou J, Wang C, Li J, Li D, 2023. Building and road detection from remote sensing images based on weights adaptive multi-teacher collaborative distillation using a fused knowledge, International Journal of Applied Earth Observation and Geoinformation, 124, 103522.
Chen Z, Luo Y, Chen Y, Wang J, Li D, Gao K, Wang C, Li J, 2023. BrGAN: Blur resist generative adversarial network with multiple joint dilated residual convolutions for chlorophyll color image restoration, IEEE Transactions on Geoscience and Remote Sensing, DOI:10.1109/TGRS.2023.3324993.
Chen Z, Luo Y, Wang J, Li J, Wang C, Li D, 2023. DPENet: Dual-path extraction network based on CNN and transformer for accurate building and road extraction, International Journal of Applied Earth Observation and Geoinformation, 124, 103510.
Zang Y, Chen B, Xia Y, Guo H, Yang Y, *Liu W, Wang C, Li J, 2023. LCE-NET: Contour extraction for large-scale 3D point clouds, IEEE Transactions on Geoscience and Remote Sensing, DOI: 10.1109/TGRS.2023.3315677.
Ji X, Dong Z, Zhang L, *Wang M, Ma Y, Zhang J, Lin X, Li J, 2023. Waveform classification and index sharing based-effective intensity data extraction of airborne laser bathymetry, International Journal of Applied Earth Observation and Geoinformation, 124, 103503.
Adam JM, *Liu W, *Zang Y, Afzal MK, Bello SA, Muhammad AU, Wang C, Li J, 2023. Deep learning-based semantic segmentation of urban-scale 3D meshes in remote sensing: A survey, International Journal of Applied Earth Observation and Geoinformation, 121, 103365.
Liu X, *Chen Y, Wang C, Tan K, *Li J, 2023. A lightweight building instance extraction method based on adaptive optimization of mask contours, International Journal of Applied Earth Observation and Geoinformation, 122, 103420.
Chen S, Sui L, *Liu L, Liu X, Li J, Huang L, Li X, Qian X, 2023. NIRvP as a remote sensing proxy for measuring gross primary production across different biomes and climate zones: Performance and limitations, International Journal of Applied Earth Observation and Geoinformation, 122, 103437.
*Rastiveis H, Seydi ST, Chen Z, Li J, 2023. Seismic urban damage map generation based on satellite images and Gabor convolutional neural networks, International Journal of Applied Earth Observation and Geoinformation, 122, 103450.
Liu W, Lin Y, Liu W, *Yu Y, Li J, 2023. An attention-based multiscale transformer network for remote sensing image change detection, ISPRS Journal of Photogrammetry and Remote Sensing, 202, 599-609.
Ding Q, Li P, Yan X, Shi D, Liang L, Wang W, Xie H, Li J, *Wei M, 2023. SCF-YOLO: Cross fusion YOLO for object detection in adverse weather with a high-quality real snow dataset, IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2023.3285035.
Li H, *Guan H, *Ma L, Lei X, Yu Y, Wang H, Delavar MR, Li J, 2023. MVPNet: A multi-scale voxel-point adaptive fusion network for point cloud semantic segmentation in urban scenes, International Journal of Applied Earth Observation and Geoinformation, 122, 103391.
Qin N, Tan W, Ma L, Zhang D, *Guan H, *Li J, 2023. Deep learning for filtering the ground from ALS point clouds: A dataset, evaluations and issues, ISPRS Journal of Photogrammetry and Remote Sensing, 202, 246-261.
Jamali A, Roy SK, Li J, *Ghamisi P, 2023. TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping, International Journal of Applied Earth Observation and Geoinformation, 119, 103332.
Wang S, *Liu X, *Zhang Y, Li J, Zou S, Wu J, Tao C, Liu Q, Cai G, 2023. Semantic-guided 3D building reconstruction from triangle meshes, International Journal of Applied Earth Observation and Geoinformation, 119, 103324.
Luo Z, Guo L, Xiang H, *Li J, 2023. Road object detection for HD maps: Full-element survey, analysis, and perspectives, ISPRS Journal of Photogrammetry and Remote Sensing, 197, 122-144.
Feng H, *Ma L, Yu Y, Chen Y, *Li J, 2023. SCL-GCN: Stratified Contrastive Learning Graph Convolution Network for pavement crack detection from mobile LiDAR point clouds, International Journal of Applied Earth Observation and Geoinformation, 118, 103248.
Zhang D, *Ma L, Gong Z, Tan W, Zelek J, *Li J, 2023. An overlap-free calibration method for LiDAR-camera platforms based on environmental perception, IEEE Transactions on Instrumentation and Measurement, 10.1109/TIM.2023.3244816.
Liu W, *Zang Y, Xiong Z, Bian X, Wen C, Lu X, Wang C, Marcato Jr J, Gonçalves WN, Li J, 2023. 3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion, International Journal of Applied Earth Observation and Geoinformation, 116, 103171.
Wang J, Wang L, Feng S, *Peng B, Huang L, Fatholahi SN, Tang L, Li J, 2023. An overview of shoreline mapping by using airborne LiDAR, Remote Sensing 15, 253. https://doi.org/10.3390/ rs15010253.
Xu H, He H, Zhang Y, *Ma L, *Li J, 2023. A comparative study of loss functions for road segmentation in remotely sensed road datasets, International Journal of Applied Earth Observation and Geoinformation, 116, 103159.
Gonçalves DN, Marcato Jr J, Carrilho AC, Acosta PR, *Ramos APM, Gomes FDG, Osco LP, Oliveira MR, Martins JAC, Júniori GAD, Araújo MS, Li J, Roque F, Peres LF, Gonçalves WN, Libonati R, 2023. Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetCope imagery, International Journal of Applied Earth Observation and Geoinformation, 116, 103151.

2022

Gao K, He H, Lu D, Xu L, *Ma L, Li J, 2022. Optimizing and evaluating swin transformer for aircraft classification: Analysis and generalizability of the MTARSI dataset, IEEE Access, 10, 134427-134439. doi:10.1109/ACCESS.2022.0092316.
Lei X, *Guan H, *Ma L, Yu Y, Dong Z, Gao K, Delavar MR, Li J, 2022. WSPointNet: A multi-branch weakly supervised learning network for semantic segmentation of large-scale mobile laser scanning point clouds, International Journal of Applied Earth Observation and Geoinformation, 115, 103129.
*Yu Y, Huang L, Lu W, Guan H, Ma L, Jin S, Yu C, Zhang Y, Tang P, Liu Z, Wang W, Li J, 2022. WaterHRNet: A multibranch hierarchical attentive network for water body extraction with remote sensing images, International Journal of Applied Earth Observation and Geoinformation, 115, 103103.
Feng H, *Chen Y, Luo Z, Sun W, Li W, *Li J, 2022. Automated extraction of building instances from dual-channel airborne LiDAR point clouds, International Journal of Applied Earth Observation and Geoinformation, 114, 103042.
Li W, Xie S, *Min W, Jiang Y, Wang C, Li J, 2022. Spherical coordinate transformation-embedded deep network for primitive instance segmentation of point clouds, International Journal of Applied Earth Observation and Geoinformation, 113, 102983.
Chen X, *Zhang X, Li J, Ren M, Zhou B, 2022. A new method for automated monitoring of road pavement aging conditions based on recurrent neural network, IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2022.3204334.
Luo H, Wang H, Fang L, Wang C, *Guo W, Li J, 2022. Domain adaptation for object classification in point clouds via asymmetrical Siamese and conditional adversarial network, IEEE Geoscience and Remote Sensing Letters, doi.10.1109/LGRS.2022.3208589.
Carvalho MA, Marcato Jr J, Martins JAC, Zamboni P, Costa CS, Siqueira HL, Araujo MS, Goncalves DN, Furuya DEG, Osco LP, *Ramos APM, Li J, Castro Jr AA, Goncalves WN, 2022. A deep learning-based mobile application for tree species mapping in RGB images, International Journal of Applied Earth Observation and Geoinformation, 114, 103045.
Lu D, Xie Q, Gao K, *Xu L, *Li J, 2022. 3DCTN: 3D convolution-transformer network for point cloud classification, IEEE Transactions on Intelligent Transportation Systems, doi.10.1109/TITS.2022.3198836.
Yu Y, Jiang T, Li Y, Guan H, Li D, Chen L, Yu C, Gao L, Gao S, Li J, 2022. SignHRNet: Street-level traffic signs recognition with an attentive semi-anchoring guided high-resolution network, ISPRS Journal of Photogrammetry and Remote Sensing, 192, 142-160.
Wu D, Liu W, Fang B, Chen L, *Zang Y, Zhao L, Wang L, Wang C, Marcato Jr J, Li J, 2022. Intracity temperature estimation by physics informed neural network using modeled forcing meteorology and multispectral satellite imagery, IEEE Transactions on Geoscience and Remote Sensing, doi.10.1109/TGRS.2022.3201284.
Wu H, Deng J, *Wen C, Li X, Wang C, Li J, 2022. CasA: A cascade attention network for 3D object detection from LiDAR point clouds, IEEE Transactions on Geoscience and Remote Sensing, doi. 10.1109/TGRS.2022.3203163.
Yang S, *Cai G, Du J, Chen P, Su J, Wu Y, Wang Z, Li J, 2022. Connectivity-aware Graph: A planar topology for 3D building surface reconstruction, ISPRS Journal of Photogrammetry and Remote Sensing, 191, 302-314.
Liu W, Liu J, *Luo Z, Zhang H, Gao K, Li J, 2022. Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels, International Journal of Applied Earth Observation and Geoinformation, 112, 102931.
Badrloo S, Varshosaz M, *Pirasteh S, Li J, 2022. Image-based obstacle detection methods for the safe navigation of unmanned vehicles: A review, Remote Sensing, 14(15), 3824; https://doi.org/10.3390/rs14153824.
Luo Z, Chen P, *Shi W, Li J, 2022. IDA-Net: intensity-distribution aware networks for semantic segmentation of 3D MLS point clouds in indoor corridor environments, International Journal of Applied Earth Observation and Geoinformation, 112, 102904.
Lin Y, Zhang T, Liu X, *Yu J, Li J, Gao K, 2022. Dynamic monitoring and modeling of the growth-poverty-inequality trilemma in the Nile River Basin with consistent night-time data (2000–2020), International Journal of Applied Earth Observation and Geoinformation, 112, 102903.
*Ma L, Guan H, Yu Y, Chen Y, Li J, 2022. STN: Saliency-guided transformer network for point-wise semantic segmentation of urban scenes, IEEE Geoscience and Remote Sensing Letters, DOI: 10.1109/LGRS.2022.3190558.
*Yu Y, Tao Y, Guan H, Xiao S, Li F, Yu C, Liu Z, Li J, 2022. A multi-branch hierarchical attention network for medical target segmentation, Biomedical Signal Processing and Control, 78, 104021.
Mousavi V, Varshosaz M, Remondino F, Pirasteh S, Li J, 2022. A two-step descriptor-based keypoint filtering algorithm for robust image matching, IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2022.3188931.
Wang Y, Yan X, Bao H, Chen Y, Gong L, Wei M, Li J, 2022. Detecting occluded and dense trees in urban terrestrial views with a high-quality tree detection dataset, IEEE Transactions on Geoscience and Remote Sensing DOI: 10.1109/TGRS.2022.3184300.
He H, Xu H, Zhang Y, Gao K, Li H, Ma L, *Li J, 2022. Mask R-CNN based automated identification and extraction of oil well sites, International Journal of Applied Earth Observation and Geoinformation, 112, 102875.
Ma L, *Li J, 2022. SD-GCN: Saliency-based dilated graph convolution network for pavement crack extraction from 3D point clouds, International Journal of Applied Earth Observation and Geoinformation,112, 102836.
Chen Z, Deng L, Luo Y, *Li D, Marcato Junior J, Gonçalves WN, Nurunnabi AAM, Li J, Wang C, Li D, 2022. Road extraction in remote sensing data: A survey, International Journal of Applied Earth Observation and Geoinformation, 112, 102833.
*Yu Y, Jiang T, Gao J, Guan H, Li D, Gao S, Tang E, Wang W, Tang P, Li J, 2022. CapViT: Cross-context capsule vision transformers for land cover classification with airborne multispectral LiDAR data, International Journal of Applied Earth Observation and Geoinformation, 111, 102837.
Gonçalves DN, Acosta PR, *Ramos APM, Osco LP, Furuya DEG, Furuya MTG, Li J, Marcato Jr J, Pistori H, Gonçalves WN, 2022. Using a convolutional neural network for fingerling counting: A multi-task learning approach, Aquaculture, https://doi.org/10.1016/j.aquaculture.2022.738334.
Xu Z, *Guan H, Kang J, Lei X, *Ma L, Yu Y, Chen Y, Li J, 2022. Pavement crack detection from CCD images with a locally enhanced transformer network, International Journal of Applied Earth Observation and Geoinformation, 110, 102825.
He H, Gao K, Tan W, Wang L, Chen N, *Ma L, *Li J, 2022. Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network, International Journal of Applied Earth Observation and Geoinformation, 111,102826.
Wang Y, Yan X, Guan D, Wei M, Chen Y, Zhang XP, Li J, 2022. Cycle-SNSPGAN: Towards real-world image dehazing via cycle spectral normalized soft likelihood estimation patch GAN, IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2022.3170328.
Chen Y, *Luo Z, Li W, Lin H, Nurunnabi A, Lin Y, Wang C, Zhang XP, *Li J, 2022. WGNet: Wider graph convolution networks for 3D point cloud classification with local dilated connecting and context-aware, International Journal of Applied Earth Observation and Geoinformation, 110, 102786.
Silva R, Marcato Junior J, Almeida L, Goncalves D, Zamboni P, Fernandes V, Silva J, Matsubara E, Batista E, *Ma L, Li J, Goncalves W, 2022. Line-based deep learning method for automatic tree branch detection from digital images, International Journal of Applied Earth Observation and Geoinformation, 110, 102759.
Roshandel S, *Liu W, Wang C, Li J, 2022. Semantic segmentation of coastal zone on airborne LiDAR bathymetry point clouds, IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2022.3161191.
Li D, Shen X, Guan H, Yu Y, Wang H, Zhang G, Li J, Li D, 2022. AGFP-Net: Attentive geometric feature pyramid network for land cover classification using airborne multispectral LiDAR data, International Journal of Applied Earth Observation and Geoinformation, 108, 102723.
Badrloo A, Varshosaz M, *Pirasteh S, Li J, 2022. A novel region-based expansion rate obstacle detection method for MAVs using a fisheye camera, International Journal of Applied Earth Observation and Geoinformation, 108, 102739.
Lai B, *Liu W, Wang C, Fan X, Lin Y, Bian X, Wu S, Cheng M, Li J, 2022. 2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds, Applied Intelligence, doi:10.1007/s10489-022-03372-z.
Bressan PO, Marcato Jr J, Martins JAC, Melo MJ, Goncalves DN, Freitas DM, Ramos APM, Furuya MTG, Osco LP, Silva JA, Luo Z, Garcia RC, *Ma LF, Li J, Goncalves WN, 2022. Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping, International Journal of Applied Earth Observation and Geoinformation, 108, 102690.
Fang L, Sun T, Wang S, *Fan H, *Li J, 2022. A graph attention network for road marking classification from mobile LiDAR point clouds, International Journal of Applied Earth Observation and Geoinformatio, 108, 102735.
Ma L, *Li J, Li Y, Marcato Jr J, Gonçalves WN, Chapman MA, 2022. BoundaryNet: Extraction and completion of road boundaries with deep learning using MLS point clouds and satellite imagery (.pdf), IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2021.3055366.
Li W, Luo Z, *Xiao Z, Chen Y, Wang, C, *Li J, 2022. A GCN-based method for extracting power lines and pylons from airborne LiDAR data (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 60, 1-14, doi:10.1109/TGRS.2021.3076107.
Xia S, Xu S, Xu, *Wang R, Li J, Wang G, 2022. Building instance mapping from ALS point clouds aided by polygonal maps, IEEE Transactions on Geoscience and Remote Sensing, 60, 1-13, doi:10.1109/TGRS.2021.3087159 (.pdf).
Gao J, *Chen Y, Marcato Jr J, Wang C, *Li J, 2022. Rapid extraction of urban road guardrails from mobile LiDAR point clouds, IEEE Transactions on Intelligent Transportation Systems, 23(2), 1572-1577, doi:10.1109/TITS.2020.3025067.
Ye C, Zhao H, Ma L, Jiang H, Li H, Wang R, Chapman M, Marcato Jr J, *Li J, 2022. Robust lane extraction from MLS point clouds towards HD maps especially in curve roads (.pdf), IEEE Transactions on Intelligent Transportation Systems, 23(2), 1505-1518, doi:10.1109/TITS.2020.3028033.
Cheng M, Li G, *Chen Y, Chen J, Wang C, Li J, 2022. Dense point cloud completion based on generative adversarial network (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 60, 1-15, doi: 10.1109/TGRS.2021.3105551.
Zhong Z, Li Y, Ma L, Li J, *Zheng WS, 2022. Spectral-spatial transformer network for hyperspectral image classification: A factorized architecture search framework (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 60, 1-15, doi.10.1109/TGRS.2021.3115699.
Luo Z, Zhang Z, Li W, *Chen Y, Wang C, Nurunnabi, A, *Li J, 2022. Detection of individual trees in airborne LiDAR point clouds using a deep learning framework based on multi-channel representation (.pdf), IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2021.3130725.
Feng H, Li W, Luo Z, *Chen Y, Fatholahi SN, Cheng M, Wang C, Marcato Jr J, *Li J, 2022. GCN-based pavement crack detection using mobile LiDAR point clouds (.pdf), IEEE Transactions on Intelligent Transportation Systems, doi: 101109/TITS.2021.3099023.
Zhao K, Ma L, Meng Y, Liu L, Wang J, Marcato Jr J, Goncalves WN, Li J, 2022. 3D vehicle detection using multi-level fusion from point clouds and images, IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2021.3137392.
Chen L, Fang B, *Zang Y, Zhao L, Chen Y, Wang C, Li J, 2022. DeepUrbanDownscale: A physics informed deep learning framework for high-resolution urban surface temperature estimation via 3D point (.pdf), International Journal of Applied Earth Observation and Geoinformation, 106, 102650.
*Yu Y, Liu C, Guan H, Wang L, Gao S, Zhang H, Zhang Y, Li J, 2022. Land cover classification of multispectral LiDAR data with an efficient self-attention capsule network (.pdf), IEEE Geoscience and Remote Sensing Letters, 19, 1-5, doi: 10.1109/LGRS.2021.3071252.
Lin H, Luo Z, Li W, *Chen Y, Wang C, *Li J, 2022. Adaptive pyramid context fusion for point cloud perception (.pdf), IEEE Geoscience and Remote Sensing Letters, 19, 1-5, doi.10.1109/LGRS.2020.3037509.
Sha Z, *Chen Y, Lin Y, Wang C, Marcato Jr J, *Li J, 2022. A supervoxel approach to road boundary enhancement from 3D LiDAR point clouds (.pdf), IEEE Geoscience and Remote Sensing Letters, 19, 1-5, doi.10.1109/LGRS.2020.3037484.
Liu X, *Chen Y, Wei M, Wang C, Goncalves, WN, Marcato Jr J, *Li J, 2022. A building instance extraction method based on improved hybrid task cascade (.pdf), IEEE Geoscience and Remote Sensing Letters, 19, 1-5, doi:10.1109/LGRS.2021.3060960.
Sha Z, Bai Y, Li R, Lan H, Zhang X, Li J, Liu X, Chang S, Xie Y, 2022. The global carbon sink potential of terrestrial vegetation can be increased substantially by optimal land management, Communications Earth & Environment, doi:10.1038/s43247-021-00333-1.
*Guan H, Lei X, Yu Y, Zhao H, Peng D, Marcato Jr J, Li J, 2022. Road marking extraction in UAV imagery using attentive capsule feature pyramid network, International Journal of Applied Earth Observation and Geoinformation, 107, 102677.
Wei R, *Ye C, Sui T, Ge Y, Li Y, Li J, 2022. Combining spatial response features and machine learning classifiers for landslide susceptibility mapping, International Journal of Applied Earth Observation and Geoinformation, 107, 102681.
Fang L, Chen H, *Luo H, Guo Y, Li J, 2022. An intensity-enhanced method for handling mobile laser scanning point clouds, International Journal of Applied Earth Observation and Geoinformation, 107, 102684.
Arruda MS de, Osco LP, Acosta PR, Gonçalves DN, Marcato Jr J, Ramos AP, Matsubara ET, Luo Z, Li J, Silva JA, *Goncalves WN, 2022. Counting and locating high-density objects using convolutional neural network, Expert Systems with Applications, 116555. https://doi.org/10.1016/j.eswa.2022.116555.
Gao K, Chen M, Fatholahi S, He H, Xu H, Marcato Jr J, Gonçalves WN, Chapman MA, *Li J, 2022. A region-based deep learning approach to instant segmentation of aerial orthoimagery for building rooftop detection, Geomatica, doi:10.1139/geomat-2021-0009.
He H, Jiang Z, Gao K, Fatholahi SN, Tan W, Hu B, Xu H, Chapman MA, *Li J, 2022. Waterloo Building Dataset: A city-scale vector building dataset for mapping building footprints using aerial orthoimagery, Geomatica, doi:10.1139/geomat-2021-0006.
Bakhshizadeh F, Fatholahi S, Osco LP, Marcato Jr J, *Li J, 2022. 3D spatial modelling of traffic-induced urban air pollution using Graz Lagrangian model and GIS, Geomatica, doi:10.1139/geomat-2020-0023.

2021

LiH, *Ye C, Guo Z, Wei R, Wang L, Li J, 2021. A fast progressive TIN densification filtering algorithm for airborne LiDAR data using adjacent surface information (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 12492-12503, doi: 10.1109/JSTARS.2021.3131586.
Zhao P, *Guan H, Li D, Yu Y, Wang H, Gao K, Marcato Jr J, Li J, 2021. Airborne multispectral LiDAR point cloud classification with a feature reasoning-based graph convolution neural network (.pdf), International Journal of Applied Earth Observation and Geoinformation, 105, 102634.
Li Y, Guo J, Zhao L, *Chen Y, Wang C, Wang C, *Li J, 2021. Spatial evolution path of historical international community from the perspective of actor network: A case study of Gulangyu Island (.pdf), Heritage Science, 9, 151, https://doi.org/10.1186/s40494-021-00624-y.
Li Y, *Ye C, Ge Y, Marcato Jr J, Gonçalves W, Li J, 2021. Identifying building rooftops in hyperspectral imagery using CNN with pure pixel index (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 12022-12034, doi: 10.1109/JSTARS.2021.3127728.
Wambugu N, *Chen Y, Xiao Z, Tan K, Wei M, Liu X, Li J, 2021. Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review (.pdf), International Journal of Applied Earth Observation and Geoinformation, 105, 102603.
*Martins JAC, Menezes G, Gonçalves W, Sant'Ana DAA, Osco LP, Liesenberg V, Li J, Ma L, Tarso PO, Astolfi G, Pistori H, Marcato Jr J, 2021. Machine learning and SLIC for tree-canopies segmentation in urban areas (.pdf), Ecological Informatics, 66, 101465.
Furuya DEG, *Ma L, Pinheiro MMF, Gomes FDG, Goncalvez WN, Marcato Jr J, Rodrigues DC, Blassioli-Moraes MC, Michereff MFF, Borges M, Alaumann RA, Ferreira EJ, Osco LP, Ramos APM, Li J, Jorge LAC, 2021. Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data (.pdf), International Journal of Applied Earth Observation and Geoinformation, 105, 102608.
Li Y, *Cui P, Ye C, Marcato Jr J, Zhang Z, Guo J, Li J, 2021. Accurate prediction of earthquake-induced landslides based on deep learning considering landslide source area (.pdf). Remote Sensing, 13, 3436. https://www.mdpi.com/2072-4292/13/17/3436.
Ye C, *Li H, Li C, Liu X, Li Y, Li J, Gonçalves WN, Marcato Jr J, 2021. A building roof identification CNN based on interior-edge-adjacency features using hyperspectral imagery (.pdf), Remote Sensing, 13, 2927. https://www.mdpi.com/2072-4292/13/15/2927.
Chen N, *Sui L, Zhang B, He H, Gao K, Li Y, Marcato Jr J, *Li J, 2021. Fusion of hyperspectral-multispectral images joining spatial-spectral dual-dictionary, structured sparse low-rank representation (.pdf), International Journal of Applied Earth Observation and Geoinformation, 104,102570.
Liu W, *Wang C, Chen S, Bian X, Lai B, Shen X, Cheng M, Lai SH, Weng D, Li J, 2021. Y-Net:Learning domain robust feature representation for ground camera image and large-scale image-based point cloud registration (.pdf), Information Sciences, 581, 655-677.
Du J, *Cai G, Wang Z, Huang S, Su J, Marcro Jr J, Smit J, *Li J, 2021. RESLPS-Net: Residual optimization for large-scale point cloud semantic segmentation (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 182, 37-51.
Arce LSD, Osco LP, Arruda MS, Furuya DEG, Ramos APM, Aoki C, Pott A, Fatholahi SN, Li J, *Araujo FF, Goncalves WN, Marcato Jr J, 2021. Mauritia flexuosa palm trees airborne mapping with deep convolutional neural network (.pdf), Scientific Reports, 11, 19619, https://doi.org/10.1038/s41598-021-98522-7.
Luo H, Zheng Q, *Fang L, *Guo Y, Guo W, Wang C, Li J, 2021. Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds (.pdf), International Journal of Applied Earth Observation and Geoinformation, 104, 102564.
Roshandel S, *Liu W, Wang C, Li J, 2021. 3D ocean water wave surface analysis on airborne LiDAR bathymetric point clouds (.pdf), Remote Sensing, 13(19), 3918, https://doi.org/10.3390/rs13193918.
*Yu Y, Wang J, Qiang H, Jiang M, Tang E, Yu C, Zhang Y, Li J, 2021. Sparse anchoring guided high-resolution capsule network for geospatial object detection from remote sensing imagery (.pdf), International Journal of Applied Earth Observation and Geoinformation, 104, 102548.
Li H, Ye W, Liu J, Tan W, *Pirasteh S, Fatholahi SN, Li J, 2021. High-resolution terrain modeling using airborne LiDAR data with transfer learning (.pdf), Remote Sensing, 13, 3448. https://doi.org/10.3390/rs13173448.
Wambugu N, *Chen Y, Xiao Z, Wei M, Bello SA, Marcato Jr J, Li J, 2021. A hybrid deep convolutional neural network for accurate land cover classification (.pdf), International Journal of Applied Earth Observation and Geoinformation, 103, 102515.
Li Y, *Cui P, Ye C, Marcato Jr J, Zhang Z, Guo J, Li J, 2021. Accurate prediction of earthquake-induced landslide based on deep learning considering landslide source area (.pdf), Remote Sensing, 13, 3436, https://doi.org/10.3390/rs13173436.
Yao X, *Chen Y, *Liu D, Zhou Z, Liesenberg V, Marcato Jr J, Li J, 2021. Average-DInSAR method for unstable escarpments detection induced by underground coal mining (.pdf), International Journal of Applied Earth Observation and Geoinformation, 103, 102489.
Li J, Wang R, Wheate R, 2021. Editorial: special issue on large-scale deep learning for sensor-driven mapping, Canadian Journal of Remote Sensing, 47(3), 353-355.
Osco LP, *Marcato Jr J, Ramos APM, Jorge LAC, Fatholahi SN, Silva JA, Matsubara ET, Pistori H, Gonçalves WN, Li J, 2021. A review on deep learning in UAV remote sensing (.pdf), International Journal of Applied Earth Observation and Geoinformation, 102, 102546.
Ye C, *Li H, Li C, Liu X, Li Y, Li J, Gonçalves WN, Marcato Jr J, 2021. A building roof identification CNN based on Interior-edge-adjacency features using hyperspectral imagery (.pdf), Remote Sensing, 13, 2927, https://doi.org/10.3390/rs13152927.
He H, Yang K, Wang S, Petrosians HA, Liu M, Li J, Marcato Jr J, Gonçalves WN, *Li J, 2021. Deep learning approaches to spatial downscaling of GRACE terrestrial water storage using EALCO model over Canada (.pdf), Canadian Journal of Remote Sensing, 47(4), 657-675, doi:10.1080/07038992.2021.1954498.
Lin Y, Zhang Y, *Ye Q, Cai J, Wu C, Syed AK, Li J, 2021. Long-term remote sensing monitoring on LUCC around Chaohu Lake with new information of algal bloom and flood submerging (.pdf), International Journal of Applied Earth Observation and Geoinformation, 102, 102413.
Jing Z, *Guan H, Zhao P, Li D, Yu Y, Zang Y, Wang H, Li J, 2021. Land-cover classification of multispectral LiDAR point clouds using SE-PointNet++ (.pdf), Remote Sensing, 13, 2516. https://doi.org/10.3390/rs13132516.
Chen Z, Li D, Fan W, Guan H, Wang C, *Li J, 2021. Self-attention in reconstruction bias U-Net for building extraction, Remote Sensing, 13, 2524, https://doi.org/10.3390/rs13132524.
Wang Z, Xia Q, Du J, Huang S, Su J, Marcato Jr J, Li J, *Cai, G, 2021. 3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds, International Journal of Applied Earth Observation and Geoinformation, 102, 102406.
Yu Q, Wang S, He H, Yang K, *Ma L, Li J, 2021. Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model (.pdf), International Journal of Applied Earth Observation and Geoinformation, 102, 102404.
Lin Y, Li L, *Yu J, Hu Y, Zhang T, Ye Z, Syed A, Li J, 2021. An optimized machine learning approach to water pollution variation monitoring with time-series Landsat images (.pdf), International Journal of Applied Earth Observation and Geoinformation, 102, 102370.
Xia S, Xu S, Xu, *Wang R, Li J, Wang G, 2021. Building instance mapping from ALS point clouds aided by polygonal maps (.pdf), IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2021.3087159.
*Pirasteh S, Zenner, EK, Mafi-Gholami D, Jaafari A, Kamari AN, Liu G, Zhu Q, Li J, 2021. Modeling mangrove responses to multi-decadal climate change and anthropogenic impacts using a long-term time series of satellite (.pdf), International Journal of Applied Earth Observation and Geoinformation, 102, 102390, https://doi.org/10.1016/j.jag.2021.102390.
Lin H, Wu S, *Chen Y, Li W, Luo Z, Guo Y, Wang C, *Li J, 2021. Semantic segmentation of 3D indoor LiDAR point clouds through feature pyramid architecture search (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 177, 279-290.
Cai Y, He H, Yang K, Fatholahi SN, Ma L, Xu L, *Li J, 2021. A comparative study of deep learning approaches to rooftop detection in aerial images (.pdf), Canadian Journal of Remote Sensing, 47(3), 413-431, doi:10.1080/07038992.2021.1915756.
Chen Z, Wang C, Li J, *Zhong B, Du J, Fan W, 2021. Combined improved Dirichlet models and deep learning models for road extraction from remote sensing images, Canadian Journal of Remote Sensing, 47(3), 465-484.
Chen Z, Wang C, Li J, Fan W, Du J, *Zhong B, 2021. Adaboost-like end-to-end multiple lightweight U-Nets for road extraction from optical remote sensing images (.pdf), International Journal of Applied Earth Observation and Geoinformation, 100, 102341, https://doi.org/10.1016/j.jag.2021.102341.
Wen C, Habib A, Li J, Toth C, Wang C, Fan H, 2021. Guest Editorial Special Issue on 3D Sensing in Intelligent Transportation (.pdf), IEEE Transactions on Intelligent Transportation Systems, 22(4), 1947-1949.
Liu W, Luo Z, Cai Y, Yu Y, Yang K, Marcato Jr J, Goncalves WN, Li J, 2021. Adversarial unsupervised domain adaptation for 3D semantic segmentation with multi-modal learning (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 176, 211–221.
Yu Y, Wang J, Guan H, Jin S, Zhang Y, Yu C, Tang E, Xiao S, Li J, 2021. CS-CapsFPN: A context-augmentation and self-attention capsule feature pyramid network for road network extraction from remote sensing (.pdf), Canadian Journal of Remote Sensing, 47(3), 499-517, doi: 10.1080/07038992.2021.192988.
Liu M, *Saari R, Zhou G, Li J, Han L, Liu X, 2021. Recent trends in premature mortality and health disparities attributable to ambient PM2.5 exposure in China: 2005–2017 (.pdf), Environmental Pollution, 279, 116882, doi:10.1016/j.envpol.2021.116882.
Chen Z, Luo R, Li J, Du J,*Wang C, 2021. U-Net based road area guidance for crosswalks detection from remote sensing images (.pdf), Canadian Journal of Remote Sensing, 47(1), 83-99, doi: 10.1080/07038992.2021.1894915.
*Yu Y, Gao J, Liu C, Guan H, Li D, Yu C, Jin S, Li F, Li J, 2021. OA-CapsNet: A one-stage anchor-free capsule network for geospatial object detection from remote sensing imagery (.pdf), Canadian Journal of Remote Sensing, 47(3), 485-498, doi:10.1080/07038992.2021.1898937.
Safaie AH, *Rastiveis H, Shams A, Sarasua WA, *Li J, 2021. Automated street tree inventory using mobile LiDAR point clouds based on Hough transform and active contours (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 174, 19-34.
Osco LP, Arruda MS, Gonçalves DN, Dias A, Batistoti J, Souza M, Gomes FDG, *Ramos APM, de Castro Jorge LA, Liesenberg V, Li J, Ma L, Marcato Jr J, Gonçalves WN, 2021. A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 174, 1-17.
Chen Z, *Wang C, Li J, Xie NC,Han Y, Du JX, 2021. Reconstruction bias U-Net for road extraction from optical remote sensing images (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2021.3053603.
Gong Z, Lin H, *Li J, Luo Z, Wang C, Zelek J, 2021. Mapping and semantic modeling of underground parking lots using a backpack LiDAR system (.pdf), IEEE Transactions on Intelligent Transportation Systems, 22 (2), 734-746.
Ma L, Li Y, *Li J, Yu Y, Marcato Jr J, Goncalves W, Chapman MA, 2021. Capsule-based networks for road marking extraction and classification from mobile LiDAR point clouds (.pdf), IEEE Transactions on Intelligent Transportation Systems, 22(4), 1981-1995, doi:10.1109/TITS.2020.2990120.
Sha Z, Li R, Li J, *Xie Y, 2021. Estimating carbon sequestration potential in vegetation by distance-constrained zonal analysis (.pdf), IEEE Geoscience and Remote Sensing Letters, 18(8), 1352-1356, doi:10.1109/LGRS.2020.3003448.
Li Y, Ma L, Liu F, Cao D, *Li J, Chapman M, 2021. Deep learning for LiDAR point clouds in autonomous driving: A review (.pdf), IEEE Transactions on Neural Networks and Learning Systems, doi:10.1109/TNNLS.2020.3015992.
Gao J, *Chen Y, Marcato Jr J, Wang C, *Li J, 2021. Automated extraction of urban road guardrails from mobile LiDAR point clouds (.pdf), IEEE Transactions on Intelligent Trasportation Systems, doi:10.1109/TITS.2020.3025067.
Chen N, *Sui L, Zhang B, He H, Marcato Jr. J, *Li J, 2021. Single satellite imagery super-resolution based on hybrid non-local similarity constrained convolution sparse coding, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 7489-7505, doi:101109/JSTARS.2020.3028774.
Yu Q, Liu W, Gonçalves WN, José Marcato Jr J, *Li J, 2021. Spatial resolution enhancement for large-scale land cover mapping via weakly supervised deep learning (.pdf), Photogrammetric Engineering and Remote Sensing, 87(6), 405–412.
Ma L, Li Y, *Li J, Tan W, Yu Y, Chapman M, 2021. Multi-scale point-wise convolutional neural networks for 3D object segmentation from LiDAR point clouds in large-scale urban environments, IEEE Transactions on Intelligent Transportation Systems, 22(2), 821-836.
Liu W, Lai B, *Wang C, Cai G, Su Y, Bian X, Li Y, Chen S, Li J, 2021. Ground camera image and large-scale 3D image-based point cloud registration based on learning domain invariant feature descriptors (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 997-1009.

2020

Qing L, Petrosian HA, Fatholahi SN, Chapman MA, *Li J, 2020. Quantifying urban expansion using Landsat images and landscape metrics: A case study of Halton Region, Ontario, Geomatica, 74(4), 220-237, doi:10.1139/geomat-2020-0017.
Gomes M, Silva J, Gonçalves D, Zamboni P, Perez J, Batista E, Ramos A, Osco L, Matsubara E, Li J, *Marcato Jr J, Gonçalves W, 2020. Mapping utility poles in aerial orthoimages using ATSS deep learning method , Sensors, 20, 6070; doi:10.3390/s20216070.
Wang S, *Cai G, Cheng M, Marcato Jr J, Huang S, Wang Z, *Su S, Li J, 2020. Robust 3D reconstruction of building surfaces in point clouds based on structural and closed constraints (.pdf) , ISPRS Journal of Photogrammetry and Remote Sensing, 170, 29-44.
Li D, *Shen X, Yu Y, Guan H, Li J, Zhang G, Li D, 2020. Building extraction from airborne multispectral LiDAR point clouds based on graph geometric moments convolutional neural network (.pdf), Remote Sensing, 12, 3186; doi:10.3390/rs12193186.
*Ramos A, Osco L, Furuya D, Gonçalves W, Cordeiro D, Teodoro L, da Silva Jr C, Capristo-Silva G, Li J, Baio F, Marcato Jr J, Teodoro P, Pistori H, 2020. A random forest ranking approach to predict yield in maize with UAV-based vegetation spectral indices (.pdf), Computers and Electronics in Agriculture, 178, 105791, doi:10.1016/j.compag.2020.105791.
Pirasteh S, Mollaee S, Fatholahi SN, Li J, 2020. Estimation of phytoplankton chlorophyll-a concentrations in the western basin of Lake Erie using Sentinel-2 and Sentinel-3 data (.pdf), Canadian Journal of Remote Sensing, doi:10.1080/07038992.2020.1823825.
Liu M, *Saari R, Zhou G, Liu X, *Li J, 2020. Size-differentiated patterns of exposure to submicron particulate matter across regions and seasons in China (.pdf), Atmospheric Environment, 238, 117745. doi:10.1016/j.atmosenv.2020.117745.
Bello SA, Yu S, *Wang C, Adam JM, Li J, 2020. Review: Deep learning on 3D point clouds (.pdf), Remote Sensing, 12, 1729; doi:10.3390/rs12111729.
Pan S, *Guan H, Yu Y, Gonçalves WN, Marcato Jr J, Li J, 2020. Landcover classification of multispectral LiDAR data using CNN with optimized hyper-parameters (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 166, 241-254.
Li Y, Ma L, Tan W, Sun C, *Cao D, *Li J, 2020. GRNet: Geometric relation network for 3D object detection from point clouds (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 165, 43-53.
Zhang W, Chen L, Xiong Z, *Zang Y, Li J, Zhao L, 2020. Large-scale point cloud contour extraction via 3D guided multi-conditional generative adversarial network (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 164, 97-105.
Li W,*Wang C, Lin C, Xiao G, Wen C, Li J, 2020. Inlier extraction for point cloud registration via supervoxel guidance and game theory optimization (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 163, 28-299.
Chen F, Fan Q, Lou S, Yang L, Wang C, Claverie M, Wang C, Marcato J, Gonçalves WN, *Li, J, 2020. Characterization of MSS channel reflectance and derived spectral indices for building consistent Landsat 1-5 data record (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 58(12), 8967-8984.
*Osco LP, Ramos APM, Pinheiro MMF, Moriya EAS, Imai NN, Estrabis N, Ianczyk F, Araújo FF, Liesenberg V, Jorge LAC, Li J, Ma L, Gonçalves WN, Marcato J, Creste JE, 2020. A machine learning framework to predict nutrient content in citrus-leaves hyperspectral measurements (.pdf), Remote Sensing, 12(6), 906, doi:10.3390/rs12060906.
*Ye C, Liu X, Xu H, Ren S, Li Y, Li J, 2020. Classification of hyperspectral images based on a convolutional neural network and spectral sensitivity, Journal of Zhejiang University - Science A: Applied Physics & Engineering, 21(3):240-248.
Li W, *Wang C, Wen C, Zhang Z, Lin C, Li J, 2020. Pairwise registration of TLS point clouds by deep multi-scale local features (.pdf), Neurocomputing, 386, 232-243.
Zhong Z, *Li J, Clausi D, Wong A, 2020. Generative adversarial networks and conditional random fields for hyperspectral image classification (.pdf), IEEE Transactions on Cybernetics, 50(7), 3318-3329.
Luo Z, Liu D, *Li J, Chen Y, Xiao Z, Wang C, José Marcato Junior, Wesley Nunes Gonçalves, 2020. Learning sequential slice representation with an attention-embedding network for 3D shape analysis in MLS point clouds, ISPRS Journal of Photogrammetry and Remote Sensing, 161, 147-163.
Lin Y, Li JL, *Wang C, Chen Z, Wang Z, Li J, 2020. Fast regularity-constrained plane reconstruction, ISPRS Journal of Photogrammetry and Remote Sensing, 161, 208-217.
Xia S, Chen D, *Wang R, Li J, Zhang X, 2020. Geometric primitives in LiDAR point clouds: A review (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 685-707.
Ma L, Li Y, *Li J, Tan W, Yu Y, Chapman M, 2020. Multi-scale point-wise convolutional neural networks for 3D object segmentation from LiDAR point clouds in large-scale urban environments (.pdf), IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2019.2961060.
Li Y, Ma L, Zhong Z, Cao D, *Li J, 2020. TGNet: Geometric graph CNN on 3D point cloud segmentation (.pdf), IEEE Transactions on Geoscience and Remote Sensing, DOI:10.1109/TGRS.2019.2958517.
*Rastiveis H, Shams A, Sarasua WA, Li J, 2020. Automated extraction of lane markings from mobile LiDAR point clouds based on fuzzy inference (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 160, 149-166.
*Osco LP, Arruda MS, Marcato Junior J, da Silva NB, Marques Ramos AP, Saito Moryia EA, Nobuhiro Imai N, Pereira DR, Creste JE, Matsubara ET, Li J, Gonçalves WN, 2020. A convolutional neural network approach to counting citrus trees in UAV multispectral imagery (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 160, 97-106.
Gong Z, Lin H, Zhang D, Luo Z, Zelek J, Chen Y, Wang C, *Li J, 2020. A frustum-based probabilistic framework for 3D object detection by fusion of LiDAR and camera (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 159, 90-100
Zhang S,*Wang C, He Z, Li Q, Lin X, Zhang J, Yang C, Li J, 2020. Vehicle global 6-DoF pose estimation under traffic surveillance camera (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 159, 114-128.
*Wen C, Dai Y, Xia Y, Lian Y, Tan J, Wang C, Li J, 2020. Towards efficient 3-D colored mapping in GPS/GNSS-denied environments (.pdf), IEEE Geoscience and Remote Sensing Letters, 17(1), 147-151.
*Yu Y, Guan H, Li D, Jin C, Wang C, Li J, 2020. Road manhole cover delineation using mobile laser scanning point cloud data (.pdf), IEEE Geoscience and Remote Sensing Letters, 17(1), 152-156.
Yu Y, Guan H, Li D, Jin S, Chen T, Wang C, Li J, 2020. 3-D feature matching for point cloud object extraction (.pdf), IEEE Geoscience and Remote Sensing Letters, 17(2), 322 - 326.
*Guan H, Yu Y, Dai F, Zang Y, Li J, 2020. A convolutional capsule network for traffic-sign recognition using mobile LiDAR data with digital images (.pdf), IEEE Geoscience and Remote Sensing Letters, 17(6), 1067-1071.
*Yu Y, Guan H, Li D, Ma L, Li J, 2020. A hybrid capsule network for land cover classification using multispectral LiDAR data (.pdf), IEEE Geoscience and Remote Sensing Letters, 17(7), 1263-1267.
Zheng C, *Fan X, Wen C, Chen L, Wang C, *Li J, 2020. DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction (.pdf), IEEE Transactions on Intelligent Transportation Systems, 21(9), 3744-3755.
Ye C, *Li J, Jiang H, Zhao H, Ma L, Chapman M, 2020. Semi-automated generation of road transition lines using mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, DOI:10.1109/TITS.2019.2904735
Liu W, *Wang C, Chen S, Li W, Lin X, Li J, 2020. Learning to match ground camera image and UAV 3D model rendered image based on Siamese network with attention mechanism (.pdf), IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2019.2949351.
Chen Z, Fan W; Zhong B, Li J, Du J, *Wang C, 2020. Coarse-to-fine road extraction based on local Dirichlet mixture models and multiscale-high-order deep learning (.pdf), IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2019.2939536.
Zhang Z, *Li J, Guo Y, Yang C, Wang C, 2019. 3D highway curve reconstruction from mobile laser scanning point clouds (.pdf), IEEE Transactions on Intelligent Transportation Systems, 21(11), 4762-4772. .

2019

Osco LP, Marques Ramos AP, Pereira DR; Saito Moriya EA, Imai NN, Matsubara ET, Estrabis N, de Souza M, Junior JM, Gonçalves WN, Li J, Liesenberg V, Creste JE, 2019. Predicting canopy nitrogen content in citrus-trees using random forest algorithm associated to spectral vegetation indices from UAV-imagery (.pdf), Remote Sensing, 11, 2925, doi:10.3390/rs11242925
Ye C, *Li Y, Cui P, Liang L, Pirasteh S, Marcato Junior J, Gonçalves WN, Li J, 2019. Landslide detection of hyperspectral remote sensing data based on deep learning with constrains (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi:10.1109/JSTARS.2019.2951725.
Prado Osco L, Marques Ramos AP, Saito Moriya EA, Bavaresco LG, de Lima BC, Pereira DR, Creste JE, José Marcato Jr J, Gonçalves WN, Imai NN, Li J, Liesenberg V, Araújo FF, 2019. Modeling hyperspectral response of water-stress induced lettuce plants using artificial neural networks (.pdf), Remote Sensing, 11, 2797, doi:10.3390/rs11232797.
Liu M, Zhou GX, Saari RK, Li S, Liu XN, *Li J, 2019. Quantifying PM2.5 mass concentration with particle radius based on optic-mass conversion algorithm using satellite data (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 158, 90-98.
Xia Y, *Wang C, Xu Y, Zang Y, Liu W, Li J, Stilla U, 2019. RealPoint3D: Generating 3D point clouds from a single image of complex scenarios, Remote Sensing, 11, 2644; doi:10.3390/rs11222644.
Oliveira Batistoti J, Marcato Junior J, Vinhas Ítavo LC, Takashi Matsubara E, Oliveira Gomes EN, Garcia Oliveira B, de Souza M, Lopes Siqueira H, Salgado Filho GR, Shoiti Akiyama T, Nunes Gonçalves W, Liesenberg V, Li J, Menezes Dias A, 2019. Estimating pasture biomass and canopy height in Brazilian savanna using UAV photogrammetry (.pdf), Remote Sensing, 11, 2447; doi:10.3390/rs11202447.
Liu W, *Wang C, Bian X, Chen S, Li W, Lin X, Li Y, Weng D, Lai S, Li J, 2019. AE-GAN-Net: Learning Invariant feature descriptor to match ground camera image and large-scale urban 3D model for outdoor augmented reality (.pdf) , Remote Sensing, 11, 2243; doi:10.3390/rs11192243.
Fan Q, *Chen F, Cheng M, Lou S, Xiao R, Zhang B, Wang C, Li J, 2019. Ship detection using a fully convolutional network with compact polarimetric SAR images (.pdf), Remote Sensing, 11, 2171, doi:10.3390/rs11182171.
Chen Y, Wang S, Ma L, *Li J, Wu R, *Luo Z, Wang C, Chapman MA, 2019. Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning System (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, DOI:10.1109/JSTARS.2019.2929546.
Wen C, You C, Wu H,*Wang C, Fan X, Li J, 2019. Recovery of urban 3D road boundary via multi-source data (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 156, 184-201.
Ye C, *Chen R, Li Y, Liu T, Diao K, Li J, 2019. Characterization of combined effects of urban built-up and vegetated areas on long-term urban heat islands in Beijing (.pdf), Canadian Journal of Remote Sensing, DOI:10.1080/07038992.2019.1644157.
Chen F, Lou S, Fan Q, Wang X, Claverie M, Wang C, *Li J, 2019. Normalized Dierence Vegetation Index Continuity of the Landsat 4-5 MSS and TM: Investigations Based on Simulation (.pdf), Remote Sensing, 11(14), 1681. DOI: 10.3390/rs11141681.
Jiang Z, Liu Y, Fan X, Wang C, Li J, *Chen L, 2019. Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data (.pdf), Frontiers of Computer Science, DOI:10.1007/s11704−019−9034−z.
Zhang S, *Wang C*, Lin L, Wen C, Yang C, Zhang Z, Li J, 2019. Automated visual recognizability evaluation of traffic sign based on 3D LiDAR point clouds, Remote Sensing, 2019, 11, 1453; doi:10.3390/rs11121453. https://www.mdpi.com/2072-4292/11/12/1453/pdf (.pdf)
Pirasteh S, Rashidi P, Rastiveis H, Huang S, Zhu Q, Liu G, Li Y, Li J, Seydipour E, 2019. Developing an algorithm for buildings extraction and determining changes from airborne LiDAR and comparing with R-CNN method from drone images , Remote Sensing, 11, 1272; doi:10.3390/rs11111272.
Zhang Y, Xiong Z, *Zang Y, Wang C, Li J, Li X, 2019. Topology-aware road network extraction via multi-supervised generative adversarial networks (.pdf), Remote Sensing, 11, 1017; doi:10.3390/rs11091017
Ma L, *Li J, Li Y, Zhong Z, Chapman M, 2019. Generation of horizontally curved driving lines in HD maps using mobile laser scanning point clouds (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, DOI:10.1109/JSTARS.2019.2904514.
Sui L, *Li L, Li J, Chen N, Jiao Y, 2019. Fusion of hyperspectral and multispectral images based on a Bayesian nonparametric approach (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, DOI:10.1109/JSTARS.2019.2902847.
Zhang S, Kang K, *Zhang Z, Lin C, Wang C, Li J, 2019. A hybrid model for forecasting traffic flow: using layerwise structure and Markov transition matrix (.pdf), IEEE Access, 7, 26002-26012.
Yang Z, *Wang C, Zhang Z, Li J, 2019. Accelerated stochastic gradient descent with step size selection rules (.pdf), Signal Processing, 159, 171–186.
Pan S, *Guan H, Yu Y, Li J, Peng D, 2019. A comparative land-cover classification feature study of learning algorithms: DBM, PCA and RF using multispectral LiDAR data (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, DOI:10.1109/JSTARS.2019.2899033.
Luo Z, *Li J, Xiao Z, Mou G, Cai X, Wang C, 2019. Learning high-level features by fusing multi-view representation of MLS point clouds for 3D object recognition in road environment (.pdf). ISPRS Journal of Photogrammetry and Remote Sensing, 150, 44-58.
Wen C, Sun X, *Li J, Guo Y, Wang C, Habib A, 2019. A deep learning framework for road marking extraction, classification and completion from mobile laser scanning point clouds (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 147, 178-192.
Wang C, *Cheng M, Sohel F, Bennamoun M, Li J, 2019. NormalNet: A voxel-based CNN for 3D object classification and retrieval (.pdf), Neurocomputing, 323, 139-147.
You C, *Wen C, Wang C, Li J, Habib A, 2019. Joint 2-D–3-D traffic sign landmark data set for geo-localization using mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2018. 2868168.

2018

Ma L, Li Y, *Li J, Wang C, Wang R, Chapman MA, 2018. Mobile laser scanned point-clouds for road object detection and extraction: A review, Remote Sensing, 10(10), 1531; doi: 10.3390/rs10101531.
Chen X, Li J, 2018. A Workflow to Quantify the Carbon Storage in Urban Trees Using Multispectral ALS Data, In: He Y, Weng Q, (eds.), 2018. High Spatial Resolution Remote Sensing: Data, Analysis, and Applications, CRC Press, ISBN 9781498767682.
Yang Z, *Wang C, Zang Y, Li J, 2018. Mini-batch algorithms with Barzilai-Borwein update step (.pdf), Neurocomputing, 314, 77-185.
Chen L, Yang D, Zhang D, *Wang C, Li J, T. M. T. Nguyen, 2018. Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization (.pdf), Journal of Network and Computer Applications, doi:10.1016/j.jnca.2018.07.015.
Chen X, *Ye C, Li J, Chapman, M, 2018. Quantifying the carbon storage in urban trees using multispectral ALS data (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi:10.1109/JSTARS.2018.2859957.
Zhang Z, *Li J, Guo Y, Li X, Lin Y, Xiao G, Wang C, 2018. Robust procedural model fitting with a new geometric similarity estimator (.pdf), Pattern Recognition, doi:10.1016/j.patcog.2018.07.027.
Wen C, Sun X, Hou S, Tian J, Dai Y, *Wang C, Li J, 2018. Line structure-based indoor and outdoor integration using backpacked and TLS point cloud data (.pdf), IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2018.2856514.
Li W, *Wang C, Zai D, Huang P, Liu W, Li J, 2018. A volumetric fusing method for TLS and SFM point clouds (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi:10.1109/JSTARS.2018.2856900.
Luo L, *Zang Y, Wang X, Wang C, Li J, 2018. Estimating road widths from remote sensing images (.pdf), Remote Sensing Letters, 9(9), 819-828.
Pirsateh S, Li J, 2018. Developing an algorithm for automated geometric analysis and classification of landslides incorporating LiDAR-derived DEM (.pdf), Environmental Earth Sciences, 77: 414, doi:10.1007/s12665-018-7583-3.
Lin Y, *Wang C, Zai D, Li W, Li J, 2018. Toward better boundary preserved supervoxel segmentation for 3D point clouds (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, doi:10.1016/j.isprsjprs.2018.05.004.
Yang Z, *Wang C, Zhang Z, Li J, 2018. Random Barzilai–Borwein step size for mini-batch algorithms (.pdf), Engineering Applications of Artificial Intelligence, 72, 124–135.
Wang C, *Wen C, Hou S, Gong Z, Li Q, Sun X, Li J, 2018. Semantic line framework-based indoor building modeling using backpacked laser scanning point clouds (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, doi:10.1016/j.isprsjprs.2018.03.025.
Ye C, Chen Y, *Li J, 2018. Investigating the influences of tree coverage and road density on property crime (.pdf), ISPRS International Journal of Geo-Information, 7, 101; doi: 10.3390/ijgi7030101.
Chen R, Li X, Li J, 2018. Object-Based Features for House Detection from RGB High-Resolution Images (.pdf). Remote Sensing. doi: 10.3390/rs10030451.
Luo H, *Wang, C, Wen C, Chen Z, Yu Y, Li J, 2018. Semantic labeling of mobile LiDAR point clouds via active learning and higher-order MRF (.pdf). IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2018.2802935.
Zhong Z, *Li J, Luo Z, Chapman M, 2018. Spectral-spatial residual networks for hyperspectral image classification: a 3D deep learning framework (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 56(2): 847-858.
Tan W, *Li J, Xu L, Chapman M, 2018. Semiautomated segmentation of Sentinel-1 SAR imagery for mapping sea ice in Labrador Coast (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi:10.1109/JSTARS.2018.2806640.

2017

Zou X, *Cheng M, Wang C, Xia Y, Li J, 2017. Tree classification in real complex forest point clouds based on deep learning (.pdf), IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2017. 2764938.
*Pirasteh S, Li J, 2017. Probabilistic frequency ratio model for quality improvement of landslide susceptibility mapping from LiDAR-derived DEMs (.pdf), Geoenvironmental Disasters, 4:19, DOI 10.1186/s40677-017-0083-z.
*Zou X, Zhao J, Li J, Yang Y, Fang Y, 2017. Multi-view matching algorithm for processing mobile sequence images (.pdf), ASCE Journal of Surveying, 143(4): 04017020.
Wang J, Zhang M, Bai X, Tan H, Li S, Liu J, Zhang R, Wolters MA, Qin X, Zhang M, Lin H, Li Y, Li J, Chen L, 2017. Large-scale transport of PM2.5 in the lower troposphere during winter cold surges in China (.pdf), Scientific Reports, 7: 13238, doi: 10.1038/s41598-017-13217-2.
Zai D, *Li J, Guo Y, Cheng M, Huang P, Cao X, Wang C, 2017. Pairwise registration of TLS point clouds using convariance descriptors and a non-cooperative game (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 134: 15-29.
Gong Z, *Wen C, Wang C, Li J, 2017. A Target-Free Automatic Self-Calibration Approach for Multibeam Laser Scanners (.pdf), IEEE Transactions on Instrumentation and Measurement, doi: 10.1109/TIM.2017.2757148.
Xu X, Tolson BA, *Li J, Davison B, 2017. Comparison of X-band and L-band soil moisture retrievals for land data assimilation (.pdf) , IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, DOI:10.1109/JSTARS.2017.2703988 (IEEE: SCI/EI).
Zai D, *Li J, Guo Y, Lin Y, Luo H, Wang C, 2017. 3D road boundary extraction from mobile laser scanning data via supervoxels and graph cuts (.pdf), IEEE Transactions on Intelligent Transportation Systems, DOI:10.1109/TITS.2017.2701403 (Elsevier: SCI).
*Priasteh S, Li J, Chapman M, 2017. Use of LiDAR-derived DEM and a stream length-gradient index approach to investigation of landslides in Zagros Mountains, Iran (.pdf), Geocarto International, DOI:10.1080/10106049.2017.1316779 (Taylor & Francis: SCI).
Ye C, Wang M, *Li J, 2017. Characteristics of surface urban heat island in the greater Toronto area based on thermal infrared remote sensing (.pdf), Remote Sensing Letters, DOI:10.1080/2150704X.2017.1312025 (Taylor & Francis: SCI).
Huang P, *Cheng M, Chen Y, Luo H, Wang C, *Li J, 2017. Traffic Sign Occlusion Detection Using Mobile Laser Scanning Point Cloud (.pdf). IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2016.2639582 (IEEE: SCI/EI).
Lin Y, *Wang C,Chen B, Zai D, Li J, 2017. Facet segmentation based line segment extraction for large-scale point clouds (.pdf), IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2016.2639025 (IEEE: SCI/EI).
Huang P, *Cheng M, Chen Y, Zai D, Wang C, *Li J, 2017. Solar potential analysis method using terrestrial laser scanning point clouds (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(3), 1221-1233 (IEEE: SCI/EI).
Wu F, *Wen C, Guo Y, Wang J, Yu Y, Chen Y, Wang C, *Li J, 2017. Rapid localization and extraction of street light poles in mobile LiDAR point clouds: a supervoxels-based approach (.pdf). IEEE Transactions on Intelligent Transportation Systems, 18(2), 292-305. doi: 10.1109/TITS.2016.2565698 (IEEE: SCI/EI).
Yu Y, *Li J, Guan H, Wang C, Wen C, 2017. Bag-of-contextual-visual-words for road scene object detection from mobile laser scanning data (.pdf). IEEE Transactions on Intelligent Transportation Systems, 17(12), 3391-3406, doi:10.1109/TITS.2016.2550798 (IEEE: SCI/EI).
Cheng M, Zhang H, Wang W, *Li J, 2017.Extraction and classification of road markings using mobile laser scanning point clouds (.pdf), Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(3), 1182-1196, doi:10.1109/JSTARS.2016.2606507 (IEEE: SCI/EI).
Xu X, Tolson BA, *Li J, Davison B, 2017. Assimilation of synthetic remotely-sensed soil moisture in Environment Canada's MESH model (.pdf). IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(4), 1317-1327, doi:10.1109/JSTARS. 2016.2626256 (IEEE: SCI/EI).
Zang Y, *Wang C, Yu Y, Luo L, Ke Y, Li J, 2017.Joint Enhancing Filtering for Road Network Extraction (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 55(3), 1511-1525, doi:10.1109/TGRS. 2016.2626378 (IEEE: SCI/EI).

2016

*Pirasteh S, Li J, 2016. Landslides investigations from geoinformatics perspective: quality, challenges, and recommendations (.pdf), Geomatics, Natural Hazards and Risk, doi: 10.1080/19475705.2016.1238850.
*Guan H, Li J, Cao S, Yu Y, 2016. Use of mobile LiDAR in road information inventory: a review (.pdf), International Journal of Image and Data Fusion, 7(3): 219-242 (Taylor & Francis: SCI).
Wen C, Pan S, *Wang C, Li J, 2016. An indoor backpack system for 2-D and 3-D mapping of building interiors (.pdf), IEEE Geoscience and Remote Sensing Letters, 13(7), 992-996 (IEEE: SCI/EI).
Zhou Y, Kou X, Li J, Fang X, 2016. Comparison on structured and weighted total least squares adjustment methods for linearly structured errors-in-variables models (.pdf). ASCE Journal of Surveying Engineering, doi: 10.1061/(ASCE)SU.1943-5428.0000190 (ASCE: SCI).
*Sha Z, Zhong J, Bai Y, Tan X, Li J, 2016. Spatio-temporal patterns of satellite-derived grassland vegetation phenology from 1998 to 2012 in Inner Mongolia, China (.pdf). Journal of Arid Land, doi: 10.1007/s40333-016-0121-9 (Springer: SCI).
*Ye C, Cui P, Pirasteh S, Li J, Zhang J, 2016. GiT-based structural geologic feature analysis of the southern segment of Longmenshan Fault Zone for earthquake evidence (.pdf). Journal of Mountain Science, 13(5), 906–916 (Springer: SCI).
*Guan H, Yu, Y, Li J, Liu P, 2016. Pole-like road object detection in mobile LiDAR data via supervoxel and bag-of-contextual-visual-words representation (.pdf). IEEE Geoscience and Remote Sensing Letters, 13(4), 520-524 (IEEE: SCI/EI).
Huang, F, *Wen C, Luo H, Cheng M, Wang, C, Li J, 2016. Local quality assessment of point clouds for indoor mobile mapping (.pdf). Neurocomputing (Elsevier: SC).
Yu Y, *Li J, Guan H, Wang C, Wen C, 2016. Bag-of-contextual-visual-words for road scene object detection from mobile laser scanning data (.pdf). IEEE Transactions on Intelligent Transportation Systems, doi:10.1109/TITS.2016.2550798 (IEEE: SCI/EI).
Yu Y, *Li J, Guan H, Wang C, 2016. Automated detection of three-dimensional cars in mobile laser scanning point clouds using DBM-Hough-Forests (.pdf). IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2016.2537830 (IEEE: SCI/EI).
*Cao L, Wang C, Li J, 2016. Vehicle detection from highway satellite images via transfer learning (.pdf), Information Sciences, doi:10.1016/j.ins.2016.01.004 (Elsevier: SCI).
Zang Y, *Wang C, Cao L, Yu Y, Li J, 2016. Road network extraction via aperiodic directional structure measurement (.pdf). IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2016.2514602 (IEEE: SCI/EI).
Yu Y, *Li J, Wen C, Guan H, Luo H, Wang C, 2016. Bag-of-visual-phrases and hierarchical deep models for traffic sign detection and recognition in mobile laser scanning data (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 113 (2016) 106–123 (Elsevier: SCI).
Chen Z, *Wang C, Wen C, Teng X, Chen Y, Guan H, Luo H, Cao L, Li J, 2016. Vehicle detection in high-resolution aerial images via sparse representation and superpixels (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 54(1): 103-116 (IEEE: SCI/EI).
*Guan H, Yu Y, Li J, Ji Z, Zhang Q, 2016. Extraction of power transmission lines from vehicle-borne LiDAR data (.pdf), International Journal of Remote Sensing,37(1): 229-247(Taylor & Francis: SCI).
Luo H, *Wang C, Wen C, Cai Z, Chen Z, Wang H, Yu Y, Li J, 2016. Patch-based semantic labeling of road scene using colorized mobile LiDAR point clouds (.pdf), IEEE Transactions on Intelligent Transportation Systems, 10.1109/TITS.2015.2499196 (IEEE: SCI/EI).
*Xu S, Chen L, Chen H, Li J, Lin W, Qi D, 2016. Sea-air CO2 fluxes in the Southern Ocean for the late spring and early summer in 2009 (.pdf), Remote Sensing of Environment, 175: 158–166 (Elsevier: SCI).
Wen C, Li J, Luo H, Yu Y, Cai Z, Wang H, *Wang C, 2016. Spatial-related traffic sign inspection for inventory purposes using mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, 17(1): 27-37 (IEEE: SCI/EI).

2015

*Xu X, Tolson BA, Li J, Staebler RM, Seglenieks F, Haghnegahdar A, Davison B, 2015. Assimilation of SMOS soil moisture over the Great Lakes basin (.pdf). Remote Sensing of Environment, 169: 163–175 (Elsevier: SCI).
Chen Z, *Wang C, Wen C, Teng X, Chen Y, Guan H, Luo H, Cao L, Li J, 2015. Vehicle detection in high-resolution aerial images via sparse representation and superpixels (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 10.1109/TGRS.2015.2451002 (IEEE: SCI/EI).
Cai Z, *Wang C, Wen C, Li J, 2015. Occluded boundary detection for small-footprint ground-borne LiDAR point cloud guided by last-echo (.pdf), IEEE Geoscience and Remote Sensing Letters, doi:10.1109/LGRS.2015.2466811 (IEEE SCI/EI).
*Ming D, Li J, Wang J, Zhang M, 2015. Scale parameter selection by spatial statistics for GeOBIA: Using mean-shift based multi-scale segmentation as an example (.pdf) (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 106: 28-41 (Elsevier: SCI).
*Guan H, Yu Y, Ji Z, Li J, Zhang Q, 2015. Deep learning based tree classification using mobile LiDAR data (.pdf) (.pdf), Remote Sensing Letters, 6(11): 864-873 (Taylor & Francis: SCI).
Wang H, Luo H, Wen C, Cheng J, Chen Y, *Wang C, Li J, 2015. Road boundaries detection based on local normal saliency from mobile laser scanning data (.pdf), IEEE Geoscience and Remote Sensing Letters, 12(10): 2085- 2089 (IEEE: SCI/EI).
Wang L, Li W, Wang S, *Li J, 2015. Examining urban expansion in the Greater Toronto Area using Landsat imagery from 1974-2014 (.pdf), Geomatica, 69(2): 75-81 (CIG: EI).
Wen C, Li J, Luo H, Yu Y, Cai Z, Wang H, *Wang C, 2015. Spatial-related traffic sign inspection for inventory purposes using mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, DOI:10.1109/TITS.2015. 2418214 (IEEE: SCI/EI).
Guan H, *Li J, Yu Y, Ji Z, Wang C, 2015. Using mobile LiDAR data for rapidly updating road markings (.pdf), IEEE Transactions on Intelligent Transportation Systems, 16(5): 2457-2466 (IEEE: SCI/EI).
Yu Y, *Li J, Guan H, Wang C, 2015. Automated extraction of urban road facilities using mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, 16(4): 2167-2181 (IEEE: SCI/EI).
Guan H, *Li J, Yu Y, Chapman MA, Wang C, 2015. Automated road information extraction from mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, 16(1): 194-205 (IEEE: SCI/EI).
*Yu Y, Guan H, Ji Z, 2015. Automated detection of urban road manhole covers using mobile laser scanning data (.pdf), IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2015.2413812 (IEEE: SCI/EI).
Guan H, *Li J, Yu Y, Chapman MA, Wang H, Wang C, Zhai R, 2015. Iterative tensor voting for pavement crack extraction using mobile laser scanning data (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 53(3): 1527-1537 (IEEE: SCI/EI).
Wang H, *Wang C, Luo H, Li P, Chen Y, Li J, 2015. 3-D point cloud object detection based on supervoxel neighborhood with Hough forest framework (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(4): 1570-1581 (IEEE: SCI/EI).
Lu J, *Li J, Chen G, Xiong B, Kuang G, 2015. Improving pixel-based change detection accuracy using an object-based approach in multi-temporal SAR flood images (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(7): 3486-3496 (IEEE: SCI/EI).
Lin Y, *Wang C, Cheng J, Chen B, Jia F, Chen Z, Li J, 2015. Line segment extraction for large scale unorganized point clouds (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 102: 172–183 (Elsevier: SCI).
*Li Z, Li J, Zhou S, Pirasteh S, 2015. Developing an algorithm for local anomaly detection based on spectral space window in hyperspectral image (.pdf), Earth Science Informatics, DOI: 10.1007/s12145-014-0200-4 (Springer: SCI).
*Li Z, Li J, Zhou S, Pirasteh S, 2015. Comparison of spectral and spatial windows for local anomaly detection in hyperspectral imagery (.pdf), International Journal of Remote Sensing, 36(6): 1570-1583 (Taylor & Francis: SCI).
*Pirasteh S, Li J, Attarzadeh I, 2015. Implementation of the damage index approach to rapid evaluation of earthquake-resistant buildings (.pdf), Earth Science Informatics, DOI: 10.1007/s12145-014-0204-0 (Springer: SCI).
*Cao L, Wang C, Li J, 2015. Robust depth-based object tracking from a moving binocular camera (.pdf), Signal Processing, 112:154-161 (Elsevier: SCI).
*Cheng M, Wang C, Li J, 2015. Single-image super-resolution in RGB space via group sparse representation (.pdf), IET Image Processing, 9(6): 461 - 467 (IET: SCI).
Wei B, *Cheng M, Wang C, Li J, 2015. Combinative hypergraph learning for semi-supervised image classification (.pdf), Neurocomputing, 153, 271-277 (Elsevier: SCI).
Yu Y, *Li J, Guan H, Jia F, Wang C, 2015. Three-dimensional object matching in mobile laser scanning point clouds (.pdf), IEEE Geoscience and Remote Sensing Letters, 12(3): 492-496 (IEEE: SCI/EI).
Yu Y, *Li J, Guan H, Wang C, Yu J, 2015. Semiautomated extraction of street light poles from mobile LiDAR point-clouds (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 53(3): 1374-1386 (IEEE: SCI/EI).
Yu Y, *Li J, Guan H, Jia F, Wang C, 2015. Learning hierarchical features for automated extraction of road markings from 3-D mobile LiDAR point clouds (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(2): 709-726 (IEEE: SCI/EI).
Li J, Yang X (eds), 2015. Monitoring and Modeling of Global Change: A Geomatics Perspective (.pdf), Springer, ISBN 978-94-017-9812-9, 320pp.
Yan H, Li J, 2015. Spatial Similarity Relations in Multi-scale Map Spaces (.pdf), Springer, New York, ISBN 978-3-319-09743-5, 188pp.
*Li J, Yang X, 2015. Preface: Monitoring and Modeling of Global Change: A Geomatics Perspective, Springer, ISBN 978-94-017-9812-9, v-vi.
Xu L, *Li J, 2015. Mapping sea ice from satellite SAR imagery (.pdf), In:Li J, Yang X (eds), 2015. Monitoring and Modeling of Global Change: A Geomatics Perspective, Springer, ISBN 978-94-017-9812-9, 113-136.
Fu A, *Li J, Pirasteh S, 2015. Long-term change dynamics using Landsat archive for the Region of Waterloo in Ontario, Canada (.pdf), In:Li J, Yang X (eds), 2015. Monitoring and Modeling of Global Change: A Geomatics Perspective, Springer, ISBN 978-94-017-9812-9, 63-86.

2014

*Xu X, Li J, Tolson BA, 2014. Progress in integrating remote sensing data and hydrologic modeling (.pdf), Progress in Physical Geography, 38(4): 464–498 (SAGE ../publication/publications: SCI).
Guan H, *Yu Y, Li J, Liu P, Zhao H, Wang C, 2014. Automated extraction of manhole covers using mobile LiDAR data (.pdf), Remote Sensing Letters, 5(12): 1042-1050 (Taylor & Francis: SCI).
Xu L, *Li J, Wong A, Wang, C, 2014. A kernel PCA texture feature for efficient segmentation of RADARSAT-2 SAR sea ice imagery (.pdf), International Journal of Remote Sensing, 35(13): 5053-5072 (Taylor & Francis: SCI).
Wei B, Yu J, *Wang C, Wu H, Li J, 2014.PolSAR image classification using a semi-supervised classifier based on hypergraph learning (.pdf),Remote Sensing Letters, 5(4): 386-395 (Taylor & Francis: SCI).
*Yan H, Wang Z, Li J, 2014. An integrated model for quantitative and qualitative description of spatial direction relations (.pdf), Journal of Spatial Science, 59( 2): 191-203 (Taylor & Francis: SCI).
Xu L, *Li J, Wong A, Peng J, 2014. K-P-Means: A clustering algorithm of K "purified" means for hyperspectral endmember estimation (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(10): 1787-1791 (IEEE: SCI/EI).
Wang H, *Wang C, Luo H, Li P, Cheng M, Wen C, Li J, 2014. Object detection in terrestrial laser scanning point clouds based on Hough forest (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(10): 1807-1811 (IEEE: SCI/EI).
Xu L, *Li J, Shu Y, Peng J, 2014. SAR image denoising via clustering-based principal component analysis (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 52(11): 6858-6869 (IEEE: SCI/EI).
Yu Y, *Li J, Guan H, Wang C, 2014. Automated detection of road manhole and sewer well covers from mobile LiDAR point clouds (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(9): 1549-1553 (IEEE: SCI/EI).
Xu L, *Li J, 2014. Bayesian classification of hyperspectral imagery based on probabilistic sparse representation and Markov random field (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(4): 823-827 (IEEE: SCI/EI).
Yu Y, *Li J, Yu J, Guan H, Wang C, 2014. Pairwise three-dimensional shape context for partial object matching and retrieval on mobile laser scanning data (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(5): 1019-1023 (IEEE: SCI/EI).
Xu L, *Li J, Brenning A, 2014. A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 images (.pdf), Remote Sensing of Environment, 141: 14-23 (Elsevier: SCI).
Guan H, *Li J, Yu Y, Wang C, Chapman MA, Yang B, 2014. Using mobile laser scanning data for automated extraction of road markings (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 87: 93-107 (Elsevier: SCI).
Guan H, *Li J, Yu J, Zhong L, 2014. DEM generation from lidar data in wooded mountain areas by cross-section plane analysis (.pdf), International Journal of Remote Sensing, 35(3): 927-948 (Taylor & Francis: SCI).
*Cheng M, Wang C, Li J, 2014. Sparse representation based pansharpening using trained dictionary (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(1): 293-297 (IEEE: SCI/EI).
*Wen C, Qin L, Zhu Q, Wang C, Li J, 2014. Three-dimensional indoor mobile mapping with fusion of two-dimensional laser scanner and RGB-D camera data (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(4): 843-847 (IEEE: SCI/EI).
Zhang L, Han C, Zhang L, Zhang X, Li J, 2014. Web-based visualization of large 3D urban building models (.pdf), International Journal of Digital Earth, 7(1): 53-67 (Taylor & Francis: SCI).
Sun Z, *Wang C, Li D, Li J, 2014. Semi-supervised classification for hyperspectral imagery with transductive multiple kernel learning (.pdf), IEEE Geoscience and Remote Sensing Letters, 11(11): 1991-1995 (IEEE: SCI/EI).

2013

Guan H, *Li J, Zhong L, Yu Y, Chapman MA, 2013. Process virtualization of large-scale lidar data in a cloud computing environment (.pdf), Computers & Geosciences, 60: 109-116 (Elsevier: SCI).
Yu Y, *Li J, Guan H, Wang C, 2013. A marked point process for automated building detection from LiDAR point-clouds (.pdf), Remote Sensing Letters, 4(11): 1127-1136 (Taylor & Francis: SCI).
*Yan H, Li J, 2013. An approach to simplifying point features on maps using the multiplicative weighted Voronoi diagram (.pdf), Journal of Spatial Science, 58(2): 291-304 (Taylor & Francis: SCI).
*Yan H, Wang Z, Li J, 2013. An approach to computing direction relations between separated object groups (.pdf), Geoscientific Model Development Discussions, 6, 3179-3210. Copernicus
Guan H, *Li J, Chapman MA, Deng F, Ji Z, Yang X, 2013. Integration of orthoimagery and lidar data for object-based urban feature mapping using random forests (.pdf), International Journal of Remote Sensing, 34(14): 5166-5186 (Taylor & Francis: JCR3).
Chen H, Xu S, Sun Q, Chen L, Li J, 2013. Retrieving atmospheric CO2 profile over Southern Ocean from underway and AIRS data,Journal of Remote Sensing, 17(2): 388-392.
Sun Z, *Wang C, Wang H, Li J, 2013. Learn multiple-kernel SVMs for domain adaptation in hyperspectral data (.pdf), IEEE Geoscience and Remote Sensing Letters, 10(5): 1224-1228 (IEEE: SCI/EI).
*Yang B, Wei Z, Li Q, Li J, 2013. Semi-automated building facade footprint extraction from mobile lidar point clouds (.pdf), IEEE Geoscience and Remote Sensing Letters, 10(4): 766-700 (IEEE: SCI/EI).
*Yang B, Fang L, Li J, 2013. Semi-automated extraction and delineation of 3D roads of street scene from mobile laser scanning point clouds (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing,79: 80-93 (Elsevier: SCI).
Hong C, Yu J, Li J, Chen H, 2013. Multi-view hypergraph learning by patch alignment framework (.pdf), Neurocomputing, 118: 79-86 (Elsevier: SCI).
Kwon T, *Li J, Wong A, 2013. ETVOS: an enhanced total variation optimization segmentation approach for SAR sea-ice image segmentation (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 51(2): 925-934 (IEEE: SCI/EI).
Chen Q, Kuang G, *Li J, Sui L, Li L, 2013. Unsupervised land cover/use classification using PolSAR imagery based on scattering similarity (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 51(3): 1817-1825 (IEEE: SCI/EI).
*Chen J, Mao Z, Philpot B, Li J, Pan D, 2013. Detecting changes in high-resolution satellite coastal imagery using an image object detection approach (.pdf), International Journal of Remote Sensing,34(7): 2454-2469 (Taylor & Francis: SCI).
Armirsalari F, *Li J, Guan X, Booty W, 2013. Investigation of correlation between remotely impervious surfaces and chloride concentrations (.pdf), International Journal of Remote Sensing, 34(5): 1507-1525 (Taylor & Francis: SCI).
*Guan H, Ji Z, Zhong L, Li J, Ren R, 2013. Partially supervised hierarchical classification for urban features from lidar data with aerial imagery (.pdf), International Journal of Remote Sensing, 34 (1): 190-210(Taylor & Francis: SCI).
Zhang X, Liao C, Li J, Sun Q, 2013. Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data (.pdf), International Journal of Applied Observation and Geoinformation, 21: 506-512 (Elsevier: SCI).
Deng H, Zhang L, Han C, Ren Y, Zhang L, Li J, 2013. Efficient occlusion-free visualization for navigation in mountainous areas (.pdf), Computers & Geosciences, 52: 389-397 (Elsevier: SCI).

2012

Zhang X, Liao C, Liu Y, Li J, 2012. An IconMap-based exploratory analytical approach for multivariate geospatial data (.pdf), SCIENCE CHINA Information Sciences, 55(10): 1-10 (Springer: EI).
Xie J, Zhang L, Li J, Wang H, Yang L, 2012. Automatic simplification and visualization of 3D city building models (.pdf), International Journal of Applied Earth Observation and Geoinformation, 18: 222-231(Elsevier: SCI).
*Chen J, Li J, Pan D, Zhu Q, Mao Z, 2012. Edge-guided multiscale segmentation of satellite multispectral imagery (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 50(11): 4513 - 4520 (IEEE: SCI/EI).
*Yang W, Li J, 2012. A method for rapid transmission of multi-scale vector river data via the Internet (.pdf), Journal of Geodesy and Geodynamics, 3(2): 34-41 (Science Press: EI).
Liu M, Liu X, Li J, Li T, 2012. Estimating regional heavy metal concentrations in rice by scaling field-scale heavy metal assessment model (.pdf), International Journal of Applied Earth Observation and Geoinformation, 19: 12-23 (Elsevier: SCI).
*Yang B, Wei Z, Li Q, Li J, 2012. Automated extraction of street-scene objects from mobile lidar point clouds (.pdf), International Journal of Remote Sensing, 33(18): 5839-5861 (Taylor & Francis: SCI).
King B, Li J, 2012. Advances in terrestrial lidar technologies and applications, Photogrammetric Engineering & Remote Sensing, 78(4):307-308 (ASPRS: SCI).
*Yang B, Fang L, Li Q, Li J, 2012. Automated extraction of street-scene objects from mobile lidar point clouds (.pdf), Photogrammetric Engineering & Remote Sensing, 78(4):331-338 (ASPRS: SCI).
Yang X, Li J (eds), 2012. Advances in Mapping from Remote Sensor Imagery: Techniques and Applications, Taylor and Francis, CRC Press, ISBN 978-1-43-987458-5, 444pp.
Kwon T, Li J, 2012. Mapping marine oil spills from space, In: Yang, X. and Li, J. (eds.) Advances in Mapping from Remote Sensor Imagery: Techniques and Applications, Taylor & Francis, CRC Press, ISBN 978-1-43-987458-5, pp. 362-386.

2011

Guan H, *Li J, Chapman MA, 2011. Urban thematic mapping by integrating lidar point cloud with colour (.pdf)imagery (.pdf), Geomatica, 65(4): 375-385 (CIG: EI).
*Yan H, Li J, 2011. Blind watermarking approach to protecting geospatial data from piracy (.pdf), International Journal of Information and Education Technology, 1(2):94-98 (Informing Science Institute: SCI).
*Yan H, Li J, 2011. Blind watermarking technique for topographic map data (.pdf), Applied Geomatics, 4(4): 225-229 (Springer: SCIE)
Guan X, *Li J, Booty W, 2011. Monitoring Lake Simcoe water quality using Landsat-5 TM images (.pdf), Water Resources Management, 25(8): 2015-2033(Springer: SCI).
Kuang G, *Li J, He Z, 2011. Detecting water bodies in RADARSAT imagery (.pdf), Geomatica, 65 (1): 303-311 (CIG: EI).
Wang M, Hu F, Li J, 2011. Epipolar resampling of linear pushbroom satellite imagery by a new epipolarity model (.pdf), ISPRS Journal of Photogrammetry and Remote Sensing, 66(3): 347-355 (Elsevier: SCI).
*Yan H, Li J, Wen H, 2011. A key points-based blind watermarking approach for vector geo-spatial data (.pdf), Computers, Environment and Urban Systems, 35(6): 485-492 (Elsevier, SCI)
Chang L, He X, Li J, 2011. A wavelet domain detail compensation filtering technique for InSAR interferogram (.pdf), International Journal of Remote Sensing, 32(23): 7985-7995 (Taylor & Francis: SCI)
Yang X, Li J, 2011. Earth observations and remote sensing for environmental management and hazard mitigation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 4(1): 101-102. (IEEE: SCI/EI).
Zhang X, Zhao J, Sun Q, Wang X, Guo Y, Li J, 2011. Soil moisture retrieval from AMSR-E data in Xinjiang (China): models and validation (.pdf), IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 4(1): 117-127. (IEEE: SCI/EI).
Li Q, Zeng Z, Zhang T, Li J, Wu Z, 2011. Path-finding through flexible hierarchical road networks: An experiential approach using taxi trajectory data (.pdf), International Journal of Applied Earth Observation and Geoinformation, 13(1): 110-119 (Elsevier: SCI).
Yang L, Zhang L, Ma J, Kang Z, Zhang L, Li J, 2011. Efficient simplification and view-dependent rendering of large vector maps on 3D landscapes (.pdf), IEEE Computer Graphics and Applications, 31(2):14-23 (IEEE: SCI/EI).
Li J, *Guan H, 2011. 3D Building reconstruction from lidar point clouds fused with aerial imagery (.pdf), In: Yang, X (ed.) Urban Remote Sensing: Monitoring, Synthesis and Modeling in the Urban Environment. Wiley-Blackwell, ISBN-13-9780470749586, pp. 75-92.

2010

Wang M, Hu F, Li J, 2010. Epipolar arrangement of satellite imagery by projection trajectory simplification (.pdf), The Photogrammetric Record, 25(132): 422-436 (Wiley-Blackwell: SCI)
Abdalla R, Li J, 2010. Towards effective application of geospatial technologies for disaster management (.pdf), International Journal of Applied Earth Observation and Geoinformation, 12 (6): 405-407 (Elsevier: SCI).
Li Y, *Li J, 2010. Oil spill detection from SAR intensity image using a marked point process (.pdf), Remote Sensing of Environment, 114(7): 1590-1601 (Elsevier: SCI).
Shu Y, *Li J, Yousif H, Gomes G, 2010. Dark-spot detection from SAR intensity imagery with spatial density thresholding for oil-spill monitoring (.pdf), Remote Sensing of Environment, 114 (9): 2026-2035 (Elsevier: SCI).
Shu Y, *Li J, Gomes G, 2010. Shoreline extraction from RADARSAT-2 intensity imagery using a narrow band level set segmentation approach (.pdf), Marine Geodesy, 33(2): 187-203 (Taylor & Francis: SCIE).
Zhang L, Kang K, Li J, Yang L, 2010. Web-based terrain and vector maps visualization for Wenchuan Earthquake (.pdf), International Journal of Applied Earth Observation and Geoinformation, 12(6): 440-448(Elsevier: SCI).
Liu G, Li J, Xu Z, Wu J, Chen Q, 2010. Surface deformation associated with the 2008 Ms8.0 Wenchuan earthquake from ALOS L-band SAR interferometry (.pdf), International Journal of Applied Earth Observation and Geoinformation, 12(6): 497-507.(Elsevier: SCI).
Li Y, *Li J, Chapman MA, 2010. Segmentation of SAR intensity imagery with a Voronoi tessellation, Bayesian inference and reversible jump MCMC algorithm (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 48(4): 1872-1881 (IEEE: SCI/EI).
Wu H, Li Y, Li J, Gong J, 2010. A two-step displacement correction algorithm for registration of LiDAR point clouds and aerial images without orientation parame (.pdf), Photogrammetric Engineering & Remote Sensing, 76(10): 1135-1145 (ASPRS: SCI).
Kang Z, Zhang L, Zlatanova S, Li J, 2010. An automatic mosaicking method for building facade texture mapping using a monocular close-range image sequence, ISPRS Journal of Photogrammetry and Remote Sensing, 65(3): 282-293 (Elsevier: SCI).
Chuvieco E, Li J, Yang X (eds), 2010. Advances in Earth Observation of Global Change. Springer, New York, ISBN 978-90-481-9084-3, 283pp.
*Li Y, Li J, 2010. Change detection of sea ice distribution in SAR imagery using semi-variogram of intrinsic regionalization model, In: Chuvieco E, Li J and Yang X (eds.) Advances in Earth Observation of Global Change, Springer, pp. 269-280.

2009

Wang X, *Li J, Li Y, 2009. Automated extraction of buildings from IKONOS imagery by a spectral-spatial sequential integration approach, GEOMATICA, 63(3): 193-202 (CIG: EI).
Hu X, Zhang Z, Li J, 2009. Linear feature extraction using adaptive least-squares template matching and a scalable slope edge model (.pdf), International Journal of Remote Sensing, 30(13): 3393-3407 (Taylor & Francis: SCI).
Kang Z, Li J, Zhang L, Zhao Q, Zlatanova S, 2009. Automatic registration of terrestrial laser scanning point clouds using panoramic reflectance images (.pdf). Sensors, 9(4):2621-2646. (MDPI: SCI)
Wang M, Hu F, Li J, Pan J, 2009. A fast approach to best scanline search of airborne linear pushbroom images (.pdf), Photogrammetric Engineering & Remote Sensing, 75(9): 1059-1068 (ASPRS: SCI)
Pan J, Wang M, Li D, Li J, 2009. Automatic generation of seamline networks using area Voronoi diagrams with overlap (.pdf), IEEE Transactions on Geoscience and Remote Sensing, 47(6): 1737-1744 (IEEE: SCI/EI).
Pan J, Wang M, Li D, Li J, 2009. A robust approach for repairing color composite DMC images (.pdf), Photogrammetric Engineering & Remote Sensing, 75(2): 201-210. (ASPRS: SCI)

2008

Hu X, Zhang Z, Li J, 2008. Semi-automatic extraction of 3D lines using a scalable edge model and least-squares template matching (.pdf), Geomatica, 62(3): 277-285. (CIG: EI).
*Wu S, Li J, Huang GH, 2008. Characterization and evaluation of elevation data uncertainty in water resources modeling with GIS (.pdf), Water Resources Management, 22(8):959-972 (Springer Netherlands: SCI)
*Wu S, Li J, Huang GH, 2008. A study on DEM-derived primary topographic attributes for hydrologic applications: sensitivity to elevation data resolution (.pdf), Applied Geography, 28(3): 210-223 (Elsevier Science: SCI)
Zhang Y, Xu Q, Li J, Wang T, 2008. A robust biased estimator for exterior orientation of linear pushbroom satellite imagery,Geomatica, 62(1): 455-466. (CIG: EI)
Zlatanova S, Li J (eds), 2008. Geospatial Information Technology for Emergency Response, ISPRS Book Series, Vol. 6, Taylor & Francis, London. ISBN978-0-415-42247-5, 382pp.
Li J and Chapman MA, 2008. Terrestrial mobile mapping systems towards real-time geospatial data collection. In: Zlatanova S, Li J(eds) Geospatial Information Technology for Emergency Response. ISPRS Book Series, Vol. 6, Taylor & Francis, London, pp. 103-119.
Zlatanova S, Li J, 2008. Geospatial information technology for emergency response: An introduction, In: Zlatanova S, Li J (eds)Geospatial Information Technology for Emergency Response. ISPRS Book Series, Vol. 6, Taylor & Francis, London, pp. xi - xiii.

2007

Tan B, Xu Q, Li J, Zhang Y, 2007. A self-adaptive motion estimation algorithm for superresolution reconstruction of multiframe SPOT panchromatic images (.pdf), Canadian Journal of Remote Sensing, 33(6): 541-550. (CASI: SCI)
Abdalla R, Tao CV, Cheng Q, Li J, 2007. A network-centric modeling approach for infrastructure interdependency (.pdf), Photogrammetric Engineering & Remote Sensing, 73(6): 681-690 (ASPRS: SCI).
Li J, Huang B, 2007. Foreword: web and wireless geospatial information systems, Photogrammetric Engineering & Remote Sensing, 73(6), 640. (ASPRS: SCI)
*Easa SM, Dong D, Li J, 2007. Use of satellite imagery for establishing road horizontal alignments, Journal of Surveying Engineering (.pdf), Journal of Surveying Engineering, 133 (1): 29-35 (ASCE: SCI)
Dong H, Easa SM, *Li J, 2007. Approximate extraction of spiralled horizontal curves from satellite imagery (.pdf), Journal of Surveying Engineering, 133(1): 36-40 (ASCE: SCI)
*Wu S, Li J, Huang GH, 2007. Modeling the effects of elevation data resolution on the performance of topography-based watershed runoff simulation (.pdf). Environmental Modelling and Software, 22(9): 1250-1260. (Elsevier: SCI)
Li J, Zlatanova S, Fabbri AG (eds), 2007. Geomatics Solutions for Disaster Management (.pdf), Lecture Notes in Geoinformation and Cartography, Vol. 18, ISBN 978-3-540-72106-2, Berlin: Springer, 444 pp.
Tao CV, Li J (eds), 2007. Advances in Mobile Mapping Technology, ISPRS Book Series, Vol. 4, London: Taylor & Francis, ISBN 978-0-415-42723-4,176 pp.
Li Y, Li J, Chapman MA, 2007. A fuzzy relational road extraction method for supporting effective evacuation planning. In: Li J, Zlatanova S, Fabbri A (eds) Geomatics Solutions for Disaster Management. Lecture Notes in Geoinformation and Cartography, Vol. 18, Springer Verlag, Berlin, ISBN 978-3-540-72106-2, pp. 37-48.
Xin Y, Li J, Cheng Q, 2007. Automatic generation of remote sensing image mosaicks for mapping large natural hazards areas. In: Li J, Zlatanova S and Fabbri A (eds) Geomatics Solutions for Disaster Management. Lecture Notes in Geoinformation and Cartography, Vol. 18, Springer Verlag, Berlin, ISBN 978-3-540-72106-2, pp. 61-73
Abdalla R, Tao CV, Li J, 2007. Challenges for the application of GIS interoperability in emergency management, In: Li J, Zlatanova S, Fabbri A (eds) Geomatics Solutions for Disaster Management. Lecture Notes in Geoinformation and Cartography, Vol. 18, Springer Verlag, Berlin, ISBN 978-3-540-72106-2, pp. 389-405
Li J, Zlatanova S, Fabbri A, 2007. Preface: Geomatics solutions for disaster management, In: Li J, Zlatanova S, Fabbri A (eds)Geomatics Solutions for Disaster Management. Lecture Notes in Geoinformation and Cartography, Vol. 18, Springer, Berlin, ISBN 978-3-540-72106-2, pp. v-ix
Dong H, Li J, Chapman MA, 2007. Semiautomated extraction of urban highway intersections from satellite imagery. In: Tao CV, Li J(eds) Advances in Mobile Mapping Technology. ISPRS Book Series, Vol. 4, Taylor & Francis, London, ISBN 978-0-415-42723-4, pp. 139-145.
Tao CV, Li J, 2007. Foreword: Advances in mobile mapping technology. In: Tao CV and Li J (eds) Advances in Mobile Mapping Technology. ISPRS Book Series, Vol. 4, Taylor & Francis, London, ISBN 978-0-415-42723-4, pp. xi-xiv.
Li Y, *Li J, Lu Y, 2007. A fuzzy logic segmentation based approach to extraction of coastlines from IKONOS imagery (.pdf), Geomatica, 62 (4): 407-417(CIG: EI).

Before 2007

*Wu S, Li J, Huang GH, 2006. Deriving vegetation structure in ecological applications from airborne LiDAR data. Journal of Environmental Informatics, 8(2): 111-115 (ISEIS: SCI)
*Zhang S, Shan J, Li J, Peterson J, 2006. DEM generation and quality assessment for glacial topography, Geomatica, 60(1): 35-45 (CIG: EI).
Li J, Chapman MA, 2005. Introduction to MMS Special Issue,Photogrammetric Engineering & Remote Sensing, 71(4): 375-376 (ASPRS: SCI)
*Li J, Li Y, Chapman MA, Ruther H, 2005. Small-format digital imaging for informal settlement mapping (.pdf), Photogrammetric Engineering & Remote Sensing, 71(4): 435-442 (ASPRS: SCI)
*Wu S, Li J, Huang GH, 2005. An evaluation of grid size uncertainty in empirical soil loss modeling with digital elevation models (.pdf), Environmental Modeling & Assessment, 10(1):33-42 (Kluwer Academic Publishers: SCI)
Zlatanova S, Fabbri AG, Li J, 2005. Geo-information for disaster management - large-scale 3D data needed by urban areas, GIM International, 19(3): 10-13 (Reed Business)
*Zhao H, Li J, 2005. Urban change detection and population prediction modeling using remotely sensed images (.pdf), Geomatica, 59(2): 49-59 (CIG: EI)
Li J, Li Y, Chapman MA, 2005. High-resolution satellite image sources for disaster management in urban areas (.pdf). In: Oosterom P, Zlatanova S, Fendel EM (eds) Geo-information for Disaster Management. Vol. 26, ISBN: 3-540-24988-5, Springer Verlag, New York, pp. 1055-1070.
Li Y, Li J, Chapman MA, 2005. Automatically extracting manmade objects from pan-sharpened high-resolution satellite imagery using a fuzzy segmentation method (.pdf). In: Oosterom P, Zlatanova S and Fendel EM (eds) Geo-information for Disaster Management. Vol. 26, ISBN: 3-540-24988-5, Springer, New York, pp. 641-654.
*Wu S, Li J, Huang GH, 2004. Effect of digital elevation model resolution on empirical estimation of soil loss and sediment transport with GIS, International Journal of Sediment Research, 19(1):1-9. (WASER, EI)
Li J, Chapman MA, 2004. Remote Sensing. In: Karimi H, Hammad A (eds) Telegeoinformatics: Location-based Computing and Services. CRC Press, New York, ISBN: 0-415-36876-2, pp. 27-67
Li J, 2004. Remote sensing of urban areas, Geomatica, 58(1): 5-6. (CIG: EI)
Kachouie NN, *Li J, Alirezaie J, 2004. A hybrid texture segmentation method for mapping urban land use, Geomatica, 58(1): 9-22 (CIG, EI)
Liu H, *Li J, Chapman MA, 2003. Automated road extraction from satellite imagery using hybrid genetic algorithms and cluster analysis (.pdf), Journal of Environmental Informatics, 1(2): 40-47 (ISEIS: SCI)
*Li J, Zhao H, 2003. Detecting urban land-use and land-cover changes in Mississauga using Landsat TM images (.pdf), Journal of Environmental Informatics, 2(1): 38-47 (ISEIS:SCI)
Chen Z, Huang GH, Chakman A, Li J, 2002, Application of a GIS-based modeling system for effective management of petroleum-contaminated sites (.pdf), Environmental Engineering Science, 19(5): 291-304 (Mary Ann Liebert: SCI)
Su H, Li J, 1995. Kinematic GPS positioning with orbit improvement.Bollettino di Geodesia e Scienze Affini. LIV(3): 257-268.

Papers by year

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2018
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2016
2015
2014
2013
2012
2011
2010
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2007
Before 2007