Jonathan Li
Orcid: 0000-0001-7899-0049Affiliations:
- University of Waterloo, Department of Geography and Environmental Management, Waterloo, Canada
- Xiamen University, Fujian Key Laboratory of Sensing and Computing for Smart Cities, Xiamen, China
- Ryerson University, Department of Civil Engineering, Toronto, Canada (2001 - 2006)
- University of Regina, Faculty of Engineering, Regina, Canada (2000 -2001)
- University of Cape Town, South Africa (PhD 2000)
According to our database1,
Jonathan Li
authored at least 383 papers
between 2002 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Point Transformer-Based Salient Object Detection Network for 3-D Measurement Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2024
A Novel Weighted Ensemble Transferred U-Net Based Model (WETUM) for Postearthquake Building Damage Assessment From UAV Data: A Comparison of Deep Learning- and Machine Learning-Based Approaches.
IEEE Trans. Geosci. Remote. Sens., 2024
HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation.
IEEE Trans. Geosci. Remote. Sens., 2024
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction.
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Towards intelligent ground filtering of large-scale topographic point clouds: A comprehensive survey.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
Waveform classification and index sharing based-effective intensity data extraction of airborne laser bathymetry.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
DPENet: Dual-path extraction network based on CNN and transformer for accurate building and road extraction.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
Building and road detection from remote sensing images based on weights adaptive multi-teacher collaborative distillation using a fused knowledge.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather With a High-Quality Real Snow Dataset.
IEEE Trans. Intell. Transp. Syst., October, 2023
Seismic urban damage map generation based on satellite images and Gabor convolutional neural networks.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
A lightweight building instance extraction method based on adaptive optimization of mask contour.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
MVPNet: A multi-scale voxel-point adaptive fusion network for point cloud semantic segmentation in urban scenes.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
<i>NIR<sub>v</sub>P</i> as a remote sensing proxy for measuring gross primary production across different biomes and climate zones: Performance and limitations.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
Int. J. Appl. Earth Obs. Geoinformation, June, 2023
Int. J. Appl. Earth Obs. Geoinformation, May, 2023
SCL-GCN: Stratified Contrastive Learning Graph Convolution Network for pavement crack detection from mobile LiDAR point clouds.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023
A comparative study of loss functions for road segmentation in remotely sensed road datasets.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
3D building model generation from MLS point cloud and 3D mesh using multi-source data fusion.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023
Remote. Sens., January, 2023
An Overlap-Free Calibration Method for LiDAR-Camera Platforms Based on Environmental Perception.
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
BrGAN: Blur Resist Generative Adversarial Network With Multiple Joint Dilated Residual Convolutions for Chlorophyll Color Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2023
Deep learning-based semantic segmentation of urban-scale 3D meshes in remote sensing: A survey.
Int. J. Appl. Earth Obs. Geoinformation, 2023
Proceedings of the Joint Urban Remote Sensing Event, 2023
Automatic Image-to-Color Point Cloud Cross-modal Registration Based on Graph Neural Networks and Iterative Reprojection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Tree Species Classfifcation Using Deep Learning Based 3d Point Cloud Transformer on Airborne Lidar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Nighttime Light Missing Data Retrieval Using Modis Version 6 Satellite Data and Mask Dilated Partial Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Research on Fast Detection Method of Wind Turbine in Remote Sensing Image Land Area Based on Yolo.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Enhancing Spatial Resolution of Building Datasets Using Transformer-Based Single-Image Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Biomed. Signal Process. Control., September, 2022
IEEE Trans. Intell. Transp. Syst., 2022
Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road.
IEEE Trans. Intell. Transp. Syst., 2022
Cycle-SNSPGAN: Towards Real-World Image Dehazing via Cycle Spectral Normalized Soft Likelihood Estimation Patch GAN.
IEEE Trans. Intell. Transp. Syst., 2022
BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
A New Method for Automated Monitoring of Road Pavement Aging Conditions Based on Recurrent Neural Network.
IEEE Trans. Intell. Transp. Syst., 2022
Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Intracity Temperature Estimation by Physics Informed Neural Network Using Modeled Forcing Meteorology and Multispectral Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Detecting Occluded and Dense Trees in Urban Terrestrial Views With a High-Quality Tree Detection Dataset.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Detection of Individual Trees in UAV LiDAR Point Clouds Using a Deep Learning Framework Based on Multichannel Representation.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Image-Based Obstacle Detection Methods for the Safe Navigation of Unmanned Vehicles: A Review.
Remote. Sens., 2022
Land Cover Classification of Multispectral LiDAR Data With an Efficient Self-Attention Capsule Network.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
STN: Saliency-Guided Transformer Network for Point-Wise Semantic Segmentation of Urban Scenes.
IEEE Geosci. Remote. Sens. Lett., 2022
Domain Adaptation for Object Classification in Point Clouds via Asymmetrical Siamese and Conditional Adversarial Network.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Discriminative feature abstraction by deep L2 hypersphere embedding for 3D mesh CNNs.
Inf. Sci., 2022
Expert Syst. Appl., 2022
CoRR, 2022
2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds.
Appl. Intell., 2022
CapViT: Cross-context capsule vision transformers for land cover classification with airborne multispectral LiDAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2022
WaterHRNet: A multibranch hierarchical attentive network for water body extraction with remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Pavement crack detection from CCD images with a locally enhanced transformer network.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Combining spatial response features and machine learning classifiers for landslide susceptibility mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
SD-GCN: Saliency-based dilated graph convolution network for pavement crack extraction from 3D point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022
IDA-Net: Intensity-distribution aware networks for semantic segmentation of 3D MLS point clouds in indoor corridor environments.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Weakly supervised high spatial resolution land cover mapping based on self-training with weighted pseudo-labels.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Dynamic monitoring and modeling of the growth-poverty-inequality trilemma in the Nile River Basin with consistent night-time data (2000-2020).
Int. J. Appl. Earth Obs. Geoinformation, 2022
Spherical coordinate transformation-embedded deep network for primitive instance segmentation of point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022
AGFP-Net: Attentive geometric feature pyramid network for land cover classification using airborne multispectral LiDAR data.
Int. J. Appl. Earth Obs. Geoinformation, 2022
WSPointNet: A multi-branch weakly supervised learning network for semantic segmentation of large-scale mobile laser scanning point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Road marking extraction in UAV imagery using attentive capsule feature pyramid network.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Automated extraction of building instances from dual-channel airborne LiDAR point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022
A graph attention network for road marking classification from mobile LiDAR point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
WGNet: Wider graph convolution networks for 3D point cloud classification with local dilated connecting and context-aware.
Int. J. Appl. Earth Obs. Geoinformation, 2022
DeepUrbanDownscale: A physics informed deep learning framework for high-resolution urban surface temperature estimation via 3D point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2022
A novel region-based expansion rate obstacle detection method for MAVs using a fisheye camera.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset.
IEEE Access, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Assessing the Impact of Covid-19 on Human Activities in the Greater Toronto Area by Nighttime Light Images and Active Covid-19 Cases.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Object Classification in Point Cloud Via Conditional Adversarial Domain Adaptation for Forest Inventory.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Automated Detection of Oil/Gas Well Sites Detection from Multi-Source High Spatial Resolution Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Intell. Transp. Syst., 2021
Multi-Scale Point-Wise Convolutional Neural Networks for 3D Object Segmentation From LiDAR Point Clouds in Large-Scale Environments.
IEEE Trans. Intell. Transp. Syst., 2021
Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2021
Mapping and Semantic Modeling of Underground Parking Lots Using a Backpack LiDAR System.
IEEE Trans. Intell. Transp. Syst., 2021
Ground Camera Image and Large-Scale 3-D Image-Based Point Cloud Registration Based on Learning Domain Invariant Feature Descriptors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Fast Progressive TIN Densification Filtering Algorithm for Airborne LiDAR Data Using Adjacent Surface Information.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Identifying Building Rooftops in Hyperspectral Imagery Using CNN With Pure Pixel Index.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Single Satellite Imagery Superresolution Based on Hybrid Nonlocal Similarity Constrained Convolution Sparse Coding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Building Roof Identification CNN Based on Interior-Edge-Adjacency Features Using Hyperspectral Imagery.
Remote. Sens., 2021
Remote. Sens., 2021
Remote. Sens., 2021
Remote. Sens., 2021
Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images.
Remote. Sens., 2021
Accurate Prediction of Earthquake-Induced Landslides Based on Deep Learning Considering Landslide Source Area.
Remote. Sens., 2021
Estimating Carbon Sequestration Potential in Vegetation by Distance-Constrained Zonal Analysis.
IEEE Geosci. Remote. Sens. Lett., 2021
Y-Net: Learning Domain Robust Feature Representation for ground camera image and large-scale image-based point cloud registration.
Inf. Sci., 2021
Ecol. Informatics, 2021
A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images.
CoRR, 2021
Airborne multispectral LiDAR point cloud classification with a feature Reasoning-based graph convolution network.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Sparse anchoring guided high-resolution capsule network for geospatial object detection from remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Average-DInSAR method for unstable escarpments detection induced by underground coal mining.
Int. J. Appl. Earth Obs. Geoinformation, 2021
3D MSSD: A multilayer spatial structure 3D object detection network for mobile LiDAR point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Int. J. Appl. Earth Obs. Geoinformation, 2021
Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Modeling mangrove responses to multi-decadal climate change and anthropogenic impacts using a long-term time series of satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Int. J. Appl. Earth Obs. Geoinformation, 2021
Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Long-term remote sensing monitoring on LUCC around Chaohu Lake with new information of algal bloom and flood submerging.
Int. J. Appl. Earth Obs. Geoinformation, 2021
An optimized machine learning approach to water pollution variation monitoring with time-series Landsat images.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Adaboost-like End-to-End multiple lightweight U-nets for road extraction from optical remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Fusion of Hyperspectral-Multispectral images joining Spatial-Spectral Dual-Dictionary and structured sparse Low-rank representation.
Int. J. Appl. Earth Obs. Geoinformation, 2021
Matching 2D Image Patches and 3D Point Cloud Volumes by Learning Local Cross-domain Feature Descriptors.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Semantic Segmentation of UAV Lidar Point Clouds of a Stack Interchange with Deep Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
A Local Topological Information Aware Based Deep Learning Method for Ground Filtering from Airborne Lidar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Monitoring Surface Deformation Over Oilfield Using MT-Insar and Production Well Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2020
IEEE Trans. Intell. Transp. Syst., 2020
IEEE Trans. Intell. Transp. Syst., 2020
Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning.
IEEE Trans. Intell. Transp. Syst., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record.
IEEE Trans. Geosci. Remote. Sens., 2020
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification.
IEEE Trans. Cybern., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Sensors, 2020
A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements.
Remote. Sens., 2020
Building Extraction from Airborne Multi-Spectral LiDAR Point Clouds Based on Graph Geometric Moments Convolutional Neural Networks.
Remote. Sens., 2020
A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery.
Remote. Sens., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
A Hybrid Capsule Network for Land Cover Classification Using Multispectral LiDAR Data.
IEEE Geosci. Remote. Sens. Lett., 2020
IEEE Geosci. Remote. Sens. Lett., 2020
Learning to Match Ground Camera Image and UAV 3-D Model-Rendered Image Based on Siamese Network With Attention Mechanism.
IEEE Geosci. Remote. Sens. Lett., 2020
A Convolutional Capsule Network for Traffic-Sign Recognition Using Mobile LiDAR Data With Digital Images.
IEEE Geosci. Remote. Sens. Lett., 2020
Neurocomputing, 2020
Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data.
Frontiers Comput. Sci., 2020
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery.
CoRR, 2020
CoRR, 2020
A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices.
Comput. Electron. Agric., 2020
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020
Early-Season Crop Classification with Radarsat-2 Polarimetric Synthetic Aperture Radar Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Automated Detection of Manhole Covers in MLS Point Clouds Using a Deep Learning Approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Extracting Vehicles in Point Clouds of Underground Parking Lots Based on Graph Convolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Extraction of Power Lines and Pylons from LiDAR Point Clouds Using a GCN-Based Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Joint 2-D-3-D Traffic Sign Landmark Data Set for Geo-Localization Using Mobile Laser Scanning Data.
IEEE Trans. Intell. Transp. Syst., 2019
Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Fusion of Hyperspectral and Multispectral Images Based on a Bayesian Nonparametric Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
A Comparative Land-Cover Classification Feature Study of Learning Algorithms: DBM, PCA, and RF Using Multispectral LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Generation of Horizontally Curved Driving Lines in HD Maps Using Mobile Laser Scanning Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Signal Process., 2019
Topology-Aware Road Network Extraction via Multi-Supervised Generative Adversarial Networks.
Remote. Sens., 2019
Automated Visual Recognizability Evaluation of Traffic Sign Based on 3D LiDAR Point Clouds.
Remote. Sens., 2019
Remote. Sens., 2019
Developing an Algorithm for Buildings Extraction and Determining Changes from Airborne LiDAR, and Comparing with R-CNN Method from Drone Images.
Remote. Sens., 2019
Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery.
Remote. Sens., 2019
Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural Networks.
Remote. Sens., 2019
AE-GAN-Net: Learning Invariant Feature Descriptor to Match Ground Camera Images and a Large-Scale 3D Image-Based Point Cloud for Outdoor Augmented Reality.
Remote. Sens., 2019
Ship Detection Using a Fully Convolutional Network with Compact Polarimetric SAR Images.
Remote. Sens., 2019
Normalized Difference Vegetation Index Continuity of the Landsat 4-5 MSS and TM: Investigations Based on Simulation.
Remote. Sens., 2019
Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry.
Remote. Sens., 2019
Pattern Recognit., 2019
Neurocomputing, 2019
CoRR, 2019
A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix.
IEEE Access, 2019
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019
iDrug: Pediatric Drug Interaction Modeling and Risk Evaluation Leveraging Prescription Big Data.
Proceedings of the 2019 IEEE SmartWorld, 2019
BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing.
Proceedings of the 2019 IEEE SmartWorld, 2019
Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
3-D Road Boundary Extraction From Mobile Laser Scanning Data via Supervoxels and Graph Cuts.
IEEE Trans. Intell. Transp. Syst., 2018
IEEE Trans. Instrum. Meas., 2018
Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens., 2018
Semantic Labeling of Mobile LiDAR Point Clouds via Active Learning and Higher Order MRF.
IEEE Trans. Geosci. Remote. Sens., 2018
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Robust Infrared Small Target Detection Using Multiscale Gray and Variance Difference Measures.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review.
Remote. Sens., 2018
Remote. Sens., 2018
Line Structure-Based Indoor and Outdoor Integration Using Backpacked and TLS Point Cloud Data.
IEEE Geosci. Remote. Sens. Lett., 2018
Deep mobile traffic forecast and complementary base station clustering for C-RAN optimization.
J. Netw. Comput. Appl., 2018
ISPRS Int. J. Geo Inf., 2018
Eng. Appl. Artif. Intell., 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
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
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
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
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
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
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
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the Green, Pervasive, and Cloud Computing - 13th International Conference, 2018
Preliminary Comparison of the Multispectral Cameras Onboard UAV Platform for Environment Monitoring.
Proceedings of the 26th International Conference on Geoinformatics, 2018
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. Intell. Transp. Syst., 2017
IEEE Trans. Intell. Transp. Syst., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Assimilation of Synthetic Remotely Sensed Soil Moisture in Environment Canada's MESH Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Extraction and Classification of Road Markings Using Mobile Laser Scanning Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
RADAR: Road Obstacle Identification for Disaster Response Leveraging Cross-Domain Urban Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017
Traffic Sign Timely Visual Recognizability Evaluation Based on 3D Measurable Point Clouds.
CoRR, 2017
Complementary base station clustering for cost-effective and energy-efficient cloud-RAN.
Proceedings of the 2017 IEEE SmartWorld, 2017
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
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
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
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
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. Intell. Transp. Syst., 2016
Spatial-Related Traffic Sign Inspection for Inventory Purposes Using Mobile Laser Scanning Data.
IEEE Trans. Intell. Transp. Syst., 2016
Patch-Based Semantic Labeling of Road Scene Using Colorized Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2016
Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature.
IEEE Trans. Intell. Transp. Syst., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Automated Detection of Three-Dimensional Cars in Mobile Laser Scanning Point Clouds Using DBM-Hough-Forests.
IEEE Trans. Geosci. Remote. Sens., 2016
Vehicle Detection in High-Resolution Aerial Images via Sparse Representation and Superpixels.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Pole-Like Road Object Detection in Mobile LiDAR Data via Supervoxel and Bag-of-Contextual-Visual-Words Representation.
IEEE Geosci. Remote. Sens. Lett., 2016
Inf. Sci., 2016
Neurocomputing, 2016
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
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
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
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Keynote addresses: Keynote speech I: The development of innovative algorithms/methods and software tools - Object-based image analysis for multi-scale thematic mapping of physical and built environments (Tentative title).
Proceedings of the 11th International Conference on Computer Science & Education, 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
IEEE Trans. Intell. Transp. Syst., 2015
IEEE Trans. Intell. Transp. Syst., 2015
IEEE Trans. Intell. Transp. Syst., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data.
IEEE Trans. Geosci. Remote. Sens., 2015
Learning Hierarchical Features for Automated Extraction of Road Markings From 3-D Mobile LiDAR Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
3-D Point Cloud Object Detection Based on Supervoxel Neighborhood With Hough Forest Framework.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Improving Pixel-Based Change Detection Accuracy Using an Object-Based Approach in Multitemporal SAR Flood Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Signal Process., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Road Boundaries Detection Based on Local Normal Saliency From Mobile Laser Scanning Data.
IEEE Geosci. Remote. Sens. Lett., 2015
Occluded Boundary Detection for Small-Footprint Groundborne LIDAR Point Cloud Guided by Last Echo.
IEEE Geosci. Remote. Sens. Lett., 2015
Neurocomputing, 2015
IET Image Process., 2015
Implementation of the damage index approach for the rapid evaluation of earthquake resistant buildings.
Earth Sci. Informatics, 2015
Developing an algorithm for local anomaly detection based on spectral space window in hyperspectral image.
Earth Sci. Informatics, 2015
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015
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
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
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
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
Proceedings of the International Conference on Cloud Computing and Big Data, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
Pairwise Three-Dimensional Shape Context for Partial Object Matching and Retrieval on Mobile Laser Scanning Data.
IEEE Geosci. Remote. Sens. Lett., 2014
Automated Detection of Road Manhole and Sewer Well Covers From Mobile LiDAR Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2014
K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation.
IEEE Geosci. Remote. Sens. Lett., 2014
Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett., 2014
Three-Dimensional Indoor Mobile Mapping With Fusion of Two-Dimensional Laser Scanner and RGB-D Camera Data.
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Semisupervised Classification for Hyperspectral Imagery With Transductive Multiple-Kernel Learning.
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Int. J. Digit. 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
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
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
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
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
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
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. Geosci. Remote. Sens., 2013
Unsupervised Land Cover/Land Use Classification Using PolSAR Imagery Based on Scattering Similarity.
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
Comput. Geosci., 2013
Comput. Geosci., 2013
Sci. China Inf. Sci., 2013
Fractional vegetation cover estimation in arid and semi-arid environments using HJ-1 satellite hyperspectral data.
Int. J. Appl. Earth Obs. 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
IEEE Trans. Geosci. Remote. Sens., 2012
Int. J. Appl. Earth Obs. Geoinformation, 2012
Estimating regional heavy metal concentrations in rice by scaling up a field-scale heavy metal assessment model.
Int. J. Appl. Earth Obs. Geoinformation, 2012
2011
Comput. Environ. Urban Syst., 2011
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Special Issue: Earth Observations and Remote Sensing for Environmental Management and Hazard Mitigation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
IEEE Computer Graphics and Applications, 2011
Path-finding through flexible hierarchical road networks: An experiential approach using taxi trajectory data.
Int. J. Appl. Earth Obs. Geoinformation, 2011
2010
Segmentation of SAR Intensity Imagery With a Voronoi Tessellation, Bayesian Inference, and Reversible Jump MCMC Algorithm.
IEEE Trans. Geosci. Remote. Sens., 2010
Int. J. Appl. Earth Obs. Geoinformation, 2010
Surface deformation associated with the 2008 Ms8.0 Wenchuan earthquake from ALOS L-band SAR interferometry.
Int. J. Appl. Earth Obs. Geoinformation, 2010
Int. J. Appl. Earth Obs. Geoinformation, 2010
2009
IEEE Trans. Geosci. Remote. Sens., 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.
Environ. Model. Softw., 2007
2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002