Jonathan Li

Research interests

Publications

• The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot

  International Journal of Applied Earth Observation and Geoinformation · 2023 · https://doi.org/10.1016/j.jag.2023.103540

• The global carbon sink potential of terrestrial vegetation can be increased substantially by optimal land management

  Communications Earth & Environment · 2022 · https://doi.org/10.1038/s43247-021-00333-1

• Spectral–Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework

  IEEE Transactions on Geoscience and Remote Sensing · 2021 · https://doi.org/10.1109/tgrs.2021.3115699

• Review: Deep Learning on 3D Point Clouds

  Remote Sensing · 2020 · https://doi.org/10.3390/rs12111729

• Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

  IEEE Transactions on Neural Networks and Learning Systems · 2020 · https://doi.org/10.1109/tnnls.2020.3015992

• Squeeze-and-Attention Networks for Semantic Segmentation

  Journal · 2020 · https://doi.org/10.1109/cvpr42600.2020.01308

• Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways

  Journal · 2020 · https://doi.org/10.1109/cvprw50498.2020.00109

• A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices

  Computers and Electronics in Agriculture · 2020 · https://doi.org/10.1016/j.compag.2020.105791

• LO-Net: Deep Real-Time Lidar Odometry

  Journal · 2019 · https://doi.org/10.1109/cvpr.2019.00867

• A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

  ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · https://doi.org/10.1016/j.isprsjprs.2019.12.010

• Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review

  Remote Sensing · 2018 · https://doi.org/10.3390/rs10101531

• Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

  IEEE Transactions on Geoscience and Remote Sensing · 2017 · https://doi.org/10.1109/tgrs.2017.2755542

• The Library of Integrated Network-Based Cellular Signatures NIH Program: System-Level Cataloging of Human Cells Response to Perturbations

  Cell Systems · 2017 · https://doi.org/10.1016/j.cels.2017.11.001

• Use of mobile LiDAR in road information inventory: a review

  International Journal of Image and Data Fusion · 2016 · https://doi.org/10.1080/19479832.2016.1188860

• Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds

  IEEE Transactions on Geoscience and Remote Sensing · 2014 · https://doi.org/10.1109/tgrs.2014.2338915

• Semi-automated extraction and delineation of 3D roads of street scene from mobile laser scanning point clouds

  ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · https://doi.org/10.1016/j.isprsjprs.2013.01.016

• Using mobile laser scanning data for automated extraction of road markings

  ISPRS Journal of Photogrammetry and Remote Sensing · 2013 · https://doi.org/10.1016/j.isprsjprs.2013.11.005

• Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data

  International Journal of Applied Earth Observation and Geoinformation · 2012 · https://doi.org/10.1016/j.jag.2012.07.003

• A study on DEM-derived primary topographic attributes for hydrologic applications: Sensitivity to elevation data resolution

  Applied Geography · 2008 · https://doi.org/10.1016/j.apgeog.2008.02.006

• Error Rate Performance of Coded Free-Space Optical Links Over Strong Turbulence Channels

  IEEE Communications Letters · 2004 · https://doi.org/10.1109/lcomm.2004.835306

Current projects

No projects listed.