Jonathan Li

According to our database1, Jonathan Li authored at least 153 papers between 2007 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Robust procedural model fitting with a new geometric similarity estimator.
Pattern Recognition, 2019

Mini-batch algorithms with online step size.
Knowl.-Based Syst., 2019

NormalNet: A voxel-based CNN for 3D object classification and retrieval.
Neurocomputing, 2019

2018
3-D Road Boundary Extraction From Mobile Laser Scanning Data via Supervoxels and Graph Cuts.
IEEE Trans. Intelligent Transportation Systems, 2018

A Target-Free Automatic Self-Calibration Approach for Multibeam Laser Scanners.
IEEE Trans. Instrumentation and Measurement, 2018

Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework.
IEEE Trans. Geoscience and Remote Sensing, 2018

Semantic Labeling of Mobile LiDAR Point Clouds via Active Learning and Higher Order MRF.
IEEE Trans. Geoscience and Remote Sensing, 2018

Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

A Volumetric Fusing Method for TLS and SFM Point Clouds.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Robust Infrared Small Target Detection Using Multiscale Gray and Variance Difference Measures.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Quantifying the Carbon Storage in Urban Trees Using Multispectral ALS Data.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review.
Remote Sensing, 2018

Object-Based Features for House Detection from RGB High-Resolution Images.
Remote Sensing, 2018

Line Structure-Based Indoor and Outdoor Integration Using Backpacked and TLS Point Cloud Data.
IEEE Geosci. Remote Sensing Lett., 2018

Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization.
J. Network and Computer Applications, 2018

Mini-batch algorithms with Barzilai-Borwein update step.
Neurocomputing, 2018

Investigating the Influences of Tree Coverage and Road Density on Property Crime.
ISPRS Int. J. Geo-Information, 2018

Random Barzilai-Borwein step size for mini-batch algorithms.
Eng. Appl. of AI, 2018

H-Net: Neural Network for Cross-domain Image Patch Matching.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Extraction of Building Windows from Mobile Laser Scanning Point Clouds.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Combination of Crop Growth Model and Radiation Transfer Model with Remote Sensing Data Assimilation for Fapar Estimation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Traffic Flow Prediction Based on Cascaded Artificial Neural Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Comparison of Ice Freeboard Measurement by Icesat and Envisat Altimeters.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Estimation of Forest Trees Diameter from Terrestrial Laser Scanning Point Clouds Based on a Circle Fitting Method.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Rural Road Networks Matching Via Extending Line.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Discriminative Learning of Point Cloud Feature Descriptors Based on Siamese Network.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Segment-Based Traffic Sign Detection from Mobile Laser Scanning Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Dection and Health Analysis of Individual Tree in Urban Environment with Multi-Sensor Platform.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Modified Framework for Ship Detection from Compact Polarization SAR Image.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Estimating PM 2.5 in British Columbia Before and After Wildfires using 3 KM Modis AOD Products from February to August 2017.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Weakly Supervised Vehicle Detection in Satellite Images via Multiple Instance Ranking.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Joint Denoising and Super-Resolution via Generative Adversarial Training.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Preliminary Comparison of the Multispectral Cameras Onboard UAV Platform for Environment Monitoring.
Proceedings of the 26th International Conference on Geoinformatics, 2018

LiDAR-Video Driving Dataset: Learning Driving Policies Effectively.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Rapid Localization and Extraction of Street Light Poles in Mobile LiDAR Point Clouds: A Supervoxel-Based Approach.
IEEE Trans. Intelligent Transportation Systems, 2017

Traffic Sign Occlusion Detection Using Mobile Laser Scanning Point Clouds.
IEEE Trans. Intelligent Transportation Systems, 2017

Joint Enhancing Filtering for Road Network Extraction.
IEEE Trans. Geoscience and Remote Sensing, 2017

Facet Segmentation-Based Line Segment Extraction for Large-Scale Point Clouds.
IEEE Trans. Geoscience and Remote Sensing, 2017

Comparison of X-Band and L-Band Soil Moisture Retrievals for Land Data Assimilation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Assimilation of Synthetic Remotely Sensed Soil Moisture in Environment Canada's MESH Model.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Solar Potential Analysis Method Using Terrestrial Laser Scanning Point Clouds.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Extraction and Classification of Road Markings Using Mobile Laser Scanning Point Clouds.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Tree Classification in Complex Forest Point Clouds Based on Deep Learning.
IEEE Geosci. Remote Sensing Lett., 2017

RADAR: Road Obstacle Identification for Disaster Response Leveraging Cross-Domain Urban Data.
IMWUT, 2017

Multirotor UAV state prediction through multi-microphone side-channel fusion.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017

Deep residual networks for hyperspectral image classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Rapid traffic sign damage inspection in natural scenes using mobile laser scanning data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Road width measurement from remote sensing images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Automated extraction of urban roadside trees from mobile laser scanning point clouds based on a voxel growing method.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

An efficiently volumetric fusing method for structure-frome-motion and terrestrial point cloud.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Quality evaluation of point cloud model for interior structure of a common building.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

How many people died due to PM2.5 and where the mortality risks increased? A case study in Beijing.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Combining optial-thermal remote sensing data and topographic slope for the identification of debris-covered glaciers.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Use of ground penetrating radar for detecting underground holes in urban areas: XMU's experience.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Post-typhoon assessment of surface greenness disturbance using Landsat series observations.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Unlicensed Taxis Detection Service Based on Large-Scale Vehicles Mobility Data.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Auto-Annotation of 3D Objects via ImageNet.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Bag of Contextual-Visual Words for Road Scene Object Detection From Mobile Laser Scanning Data.
IEEE Trans. Intelligent Transportation Systems, 2016

Spatial-Related Traffic Sign Inspection for Inventory Purposes Using Mobile Laser Scanning Data.
IEEE Trans. Intelligent Transportation Systems, 2016

Patch-Based Semantic Labeling of Road Scene Using Colorized Mobile LiDAR Point Clouds.
IEEE Trans. Intelligent Transportation Systems, 2016

Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature.
IEEE Trans. Intelligent Transportation Systems, 2016

Road Network Extraction via Aperiodic Directional Structure Measurement.
IEEE Trans. Geoscience and Remote Sensing, 2016

Automated Detection of Three-Dimensional Cars in Mobile Laser Scanning Point Clouds Using DBM-Hough-Forests.
IEEE Trans. Geoscience and Remote Sensing, 2016

Vehicle Detection in High-Resolution Aerial Images via Sparse Representation and Superpixels.
IEEE Trans. Geoscience and Remote Sensing, 2016

An Indoor Backpack System for 2-D and 3-D Mapping of Building Interiors.
IEEE Geosci. Remote Sensing Lett., 2016

Pole-Like Road Object Detection in Mobile LiDAR Data via Supervoxel and Bag-of-Contextual-Visual-Words Representation.
IEEE Geosci. Remote Sensing Lett., 2016

Vehicle detection from highway satellite images via transfer learning.
Inf. Sci., 2016

Local quality assessment of point clouds for indoor mobile mapping.
Neurocomputing, 2016

Fully convolutional networks for building and road extraction: Preliminary results.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Examining urban expansion using multi-temporal landsat imagery: A case study of montreal census metropolitan area.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

3D road surface extraction from mobile laser scanning point clouds.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Automated segmentation of LiDAR point clouds for building rooftop extraction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Exploiting location information to detect light pole in mobile LiDAR point clouds.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Superpixel-based coastline extraction in SAR images with speckle noise removal.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Road network extraction via deep learning and line integral convolution.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Determining the effect of spatial resolution in land use classification using optical aerial imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A low cost indoor mapping robot based on TinySLAM algorithm.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Automated Extraction of Urban Road Facilities Using Mobile Laser Scanning Data.
IEEE Trans. Intelligent Transportation Systems, 2015

Using Mobile LiDAR Data for Rapidly Updating Road Markings.
IEEE Trans. Intelligent Transportation Systems, 2015

Automated Road Information Extraction From Mobile Laser Scanning Data.
IEEE Trans. Intelligent Transportation Systems, 2015

Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds.
IEEE Trans. Geoscience and Remote Sensing, 2015

Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data.
IEEE Trans. Geoscience and Remote Sensing, 2015

Robust depth-based object tracking from a moving binocular camera.
Signal Processing, 2015

Three-Dimensional Object Matching in Mobile Laser Scanning Point Clouds.
IEEE Geosci. Remote Sensing Lett., 2015

Road Boundaries Detection Based on Local Normal Saliency From Mobile Laser Scanning Data.
IEEE Geosci. Remote Sensing Lett., 2015

Occluded Boundary Detection for Small-Footprint Groundborne LIDAR Point Cloud Guided by Last Echo.
IEEE Geosci. Remote Sensing Lett., 2015

Combinative hypergraph learning for semi-supervised image classification.
Neurocomputing, 2015

Single-image super-resolution in RGB space via group sparse representation.
IET Image Processing, 2015

Implementation of the damage index approach for the rapid evaluation of earthquake resistant buildings.
Earth Science Informatics, 2015

Developing an algorithm for local anomaly detection based on spectral space window in hyperspectral image.
Earth Science Informatics, 2015

Hidden target detection from the multi-echo small-footprint LiDAR point clouds.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Automated Object Extraction from MLS Data: A Survey.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015

Turning mobile laser scanning points into 2D/3D on-road object models: Current status.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Inventory of 3D street lighting poles using mobile laser scanning point clouds.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Using mobile LiDAR point clouds for traffic sign detection and sign visibility estimation.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Evaluation of regional-scale snow albedo characteristics during winter season from 2003 to 2014.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Improving urban impervious surface classification by combining Landsat and PolSAR images: A case study in Kitchener-Waterloo, Ontario, Canada.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Extraction of street trees from mobile laser scanning point clouds based on subdivided dimensional features.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A tensor voting approach to dark spot detection in RADARSAT-1 intensity imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

3D-PatchMatch: An optimization algorithm for point cloud completion.
Proceedings of the 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2015

Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Context-Aware Ubiquitous Web Services Recommendation Based on User Location Update.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

2014
SAR Image Denoising via Clustering-Based Principal Component Analysis.
IEEE Trans. Geoscience and Remote Sensing, 2014

Pairwise Three-Dimensional Shape Context for Partial Object Matching and Retrieval on Mobile Laser Scanning Data.
IEEE Geosci. Remote Sensing Lett., 2014

Automated Detection of Road Manhole and Sewer Well Covers From Mobile LiDAR Point Clouds.
IEEE Geosci. Remote Sensing Lett., 2014

K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation.
IEEE Geosci. Remote Sensing Lett., 2014

Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field.
IEEE Geosci. Remote Sensing Lett., 2014

Three-Dimensional Indoor Mobile Mapping With Fusion of Two-Dimensional Laser Scanner and RGB-D Camera Data.
IEEE Geosci. Remote Sensing Lett., 2014

Object Detection in Terrestrial Laser Scanning Point Clouds Based on Hough Forest.
IEEE Geosci. Remote Sensing Lett., 2014

Semisupervised Classification for Hyperspectral Imagery With Transductive Multiple-Kernel Learning.
IEEE Geosci. Remote Sensing Lett., 2014

Sparse Representation Based Pansharpening Using Trained Dictionary.
IEEE Geosci. Remote Sensing Lett., 2014

Semantic preserving distance metric learning and applications.
Inf. Sci., 2014

Web-based visualization of large 3D urban building models.
Int. J. Digital Earth, 2014

Extracting road surface from mobile laser scanning point clouds in large scale urban environment.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

3D crack skeleton extraction from mobile LiDAR point clouds.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Assimilation of SMOS soil moisture in the MESH model with the ensemble Kalman filter.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Monitoring urban expansion of the Greater Toronto area from 1985 to 2013 using Landsat images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automated mosaicking of UAV images based on SFM method.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Using high resolution remote sensing image to help population estimation in small cities.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Detecting floods accurately in SAR images without the interference of the reference image.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic markerless registration of mobile LiDAR point-clouds.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Object based building extraction by QuickBird image for population estimation: A case study of the City of Waterloo.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Earthwork volumes estimation in asphalt pavement reconstruction using a mobile laser scanning systerm.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic extraction of power lines from mobile laser scanning data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Oil spill detection based on a superpixel segmentation method for SAR image.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Triple-Surface Structure Extraction and Fitting for Control Point Positioning in LiDAR Point Clouds.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

A 3D pointcloud registration algorithm based on fast coherent point drift.
Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

2013
ETVOS: An Enhanced Total Variation Optimization Segmentation Approach for SAR Sea-Ice Image Segmentation.
IEEE Trans. Geoscience and Remote Sensing, 2013

Unsupervised Land Cover/Land Use Classification Using PolSAR Imagery Based on Scattering Similarity.
IEEE Trans. Geoscience and Remote Sensing, 2013

Semiautomated Building Facade Footprint Extraction From Mobile LiDAR Point Clouds.
IEEE Geosci. Remote Sensing Lett., 2013

Learn Multiple-Kernel SVMs for Domain Adaptation in Hyperspectral Data.
IEEE Geosci. Remote Sensing Lett., 2013

Multi-view hypergraph learning by patch alignment framework.
Neurocomputing, 2013

Process virtualization of large-scale lidar data in a cloud computing environment.
Computers & Geosciences, 2013

Efficient occlusion-free visualization for navigation in mountainous areas.
Computers & Geosciences, 2013

An IconMap-based exploratory analytical approach for multivariate geospatial data.
SCIENCE CHINA Information Sciences, 2013

Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data.
Int. J. Applied Earth Observation and Geoinformation, 2013

Hyperspectral image classification using Primal Laplacian SVM in preconditioned conjugate gradient solution.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Edge-Guided Multiscale Segmentation of Satellite Multispectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2012

Automatic simplification and visualization of 3D urban building models.
Int. J. Applied Earth Observation and Geoinformation, 2012

Estimating regional heavy metal concentrations in rice by scaling up a field-scale heavy metal assessment model.
Int. J. Applied Earth Observation and Geoinformation, 2012

Frequency dependent transmission characteristics between arterial blood pressure and intracranial pressure in rats.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A key points-based blind watermarking approach for vector geo-spatial data.
Computers, Environment and Urban Systems, 2011

Efficient Simplification of Large Vector Maps Rendered onto 3D Landscapes.
IEEE Computer Graphics and Applications, 2011

Path-finding through flexible hierarchical road networks: An experiential approach using taxi trajectory data.
Int. J. Applied Earth Observation and Geoinformation, 2011

2010
Segmentation of SAR Intensity Imagery With a Voronoi Tessellation, Bayesian Inference, and Reversible Jump MCMC Algorithm.
IEEE Trans. Geoscience and Remote Sensing, 2010

Web-based terrain and vector maps visualization for Wenchuan earthquake.
Int. J. Applied Earth Observation and Geoinformation, 2010

Surface deformation associated with the 2008 Ms8.0 Wenchuan earthquake from ALOS L-band SAR interferometry.
Int. J. Applied Earth Observation and Geoinformation, 2010

Towards effective application of geospatial technologies for disaster management.
Int. J. Applied Earth Observation and Geoinformation, 2010

2009
Automatic Generation of Seamline Network Using Area Voronoi Diagrams With Overlap.
IEEE Trans. Geoscience and Remote Sensing, 2009

Automatic Registration of Terrestrial Laser Scanning Point Clouds using Panoramic Reflectance Images.
Sensors, 2009

2007
Modeling the effects of elevation data resolution on the performance of topography-based watershed runoff simulation.
Environmental Modelling and Software, 2007


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