Cheng Wang

Orcid: 0000-0001-6075-796X

Affiliations:
  • Xiamen University, Fujian Key Laboratory of Sensing and Computing for Smart Cities, China
  • National University of Defense Technology, Changsha, China (PhD 2002)


According to our database1, Cheng Wang authored at least 322 papers between 2013 and 2024.

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Bibliography

2024
HiSC4D: Human-Centered Interaction and 4D Scene Capture in Large-Scale Space Using Wearable IMUs and LiDAR.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

SR-Adv: Salient Region Adversarial Attacks on 3D Point Clouds for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., October, 2024

STORM: A Spatio-Temporal Context-Aware Model for Predicting Event-Triggered Abnormal Crowd Traffic.
IEEE Trans. Intell. Transp. Syst., October, 2024

GeoSparseNet: A Multi-Source Geometry-Aware CNN for Urban Scene Analysis.
Remote. Sens., June, 2024

NIDALoc: Neurobiologically Inspired Deep LiDAR Localization.
IEEE Trans. Intell. Transp. Syst., May, 2024

CrowdBot: An Open-Environment Robot Management System for On-Campus Services.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., May, 2024

FedAVE: Adaptive data value evaluation framework for collaborative fairness in federated learning.
Neurocomputing, March, 2024

Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng., January, 2024

GSDDet: Ground Sample Distance-Guided Object Detection for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

OPOCA: One Point One Class Annotation for LiDAR Point Cloud Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

High-Precision Intracity Temperature Estimation Based on Generated Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2024

A Survey of Point Cloud Completion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

LiDARCapV2: 3D human pose estimation with human-object interaction from LiDAR point clouds.
Pattern Recognit., 2024

ConTIG: Continuous representation learning on temporal interaction graphs.
Neural Networks, 2024

Multilevel Interactive Enhanced Network for Infrared Small-Target Detection.
IEEE Geosci. Remote. Sens. Lett., 2024

DBARCT: Road Extraction Based on Double-Branch Architecture and Random Block Coding Transformer.
IEEE Geosci. Remote. Sens. Lett., 2024

Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration.
CoRR, 2024

P4GCN: Vertical Federated Social Recommendation with Privacy-Preserving Two-Party Graph Convolution Networks.
CoRR, 2024

Federated Graph Learning for Cross-Domain Recommendation.
CoRR, 2024

L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection.
CoRR, 2024

Object detection in aerial images using DOTA dataset: A survey.
Int. J. Appl. Earth Obs. Geoinformation, 2024

DSTF: Dual-Stream Spatio-Temporal Fusion Network for Event-Based Data.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

HmPEAR: A Dataset for Human Pose Estimation and Action Recognition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FedPFT: Federated Proxy Fine-Tuning of Foundation Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Bridging LiDAR Gaps: A Multi-LiDARs Domain Adaptation Dataset for 3D Semantic Segmentation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

GIM: Learning Generalizable Image Matcher From Internet Videos.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

CMD: A Cross Mechanism Domain Adaptation Dataset for 3D Object Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

LiSA: LiDAR Localization with Semantic Awareness.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Commonsense Prototype for Outdoor Unsupervised 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Global and Hierarchical Geometry Consistency Priors for Few-Shot NeRFs in Indoor Scenes.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DiffLoc: Diffusion Model for Outdoor LiDAR Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Sunshine to Rainstorm: Cross-Weather Knowledge Distillation for Robust 3D Object Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Adaptive local adversarial attacks on 3D point clouds.
Pattern Recognit., December, 2023

GoComfort: Comfortable Navigation for Autonomous Vehicles Leveraging High-Precision Road Damage Crowdsensing.
IEEE Trans. Mob. Comput., 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

CrowdQ: Predicting the Queue State of Hospital Emergency Department Using Crowdsensing Mobility Data-Driven Models.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

A lightweight building instance extraction method based on adaptive optimization of mask contour.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023

RedPacketBike: A Graph-Based Demand Modeling and Crowd-Driven Station Rebalancing Framework for Bike Sharing Systems.
IEEE Trans. Mob. Comput., July, 2023

DeepSIR: Deep semantic iterative registration for LiDAR point clouds.
Pattern Recognit., May, 2023

CrowdPatrol: A Mobile Crowdsensing Framework for Traffic Violation Hotspot Patrolling.
IEEE Trans. Mob. Comput., March, 2023

A deep spatiotemporal network for forecasting the risk of traffic accidents in low-risk regions.
Neural Comput. Appl., March, 2023

Multi-label feature selection based on label distribution and neighborhood rough set.
Neurocomputing, March, 2023

Category-Level Adversaries for Outdoor LiDAR Point Clouds Cross-Domain Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst., 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

STCLoc: Deep LiDAR Localization With Spatio-Temporal Constraints.
IEEE Trans. Intell. Transp. Syst., January, 2023

A Detector-Oblivious Multi-Arm Network for Keypoint Matching.
IEEE Trans. Image Process., 2023

SemanticFlow: Semantic Segmentation of Sequential LiDAR Point Clouds From Sparse Frame Annotations.
IEEE Trans. Geosci. Remote. Sens., 2023

LCE-NET: Contour Extraction for Large-Scale 3-D Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2023

Prototype-Guided Multitask Adversarial Network for Cross-Domain LiDAR Point Clouds Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Novel Convolutions for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023

Spatial Adaptive Fusion Consistency Contrastive Constraint: Weakly Supervised Building Facade Point Cloud Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Multistage Scene-Level Constraints for Large-Scale Point Cloud Weakly Supervised Semantic Segmentation.
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

DSMNet: Deep High-Precision 3-D Surface Modeling From Sparse Point Cloud Frames.
IEEE Geosci. Remote. Sens. Lett., 2023

Feature Graph Convolution Network With Attentive Fusion for Large-Scale Point Clouds Semantic Segmentation.
IEEE Geosci. Remote. Sens. Lett., 2023

Decoupled Local Aggregation for Point Cloud Learning.
CoRR, 2023

FLGo: A Fully Customizable Federated Learning Platform.
CoRR, 2023

Ins-ATP: Deep Estimation of ATP for Organoid Based on High Throughput Microscopic Images.
CoRR, 2023

Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network.
CoRR, 2023

Adaptive Local Adversarial Attacks on 3D Point Clouds for Augmented Reality.
CoRR, 2023

Deep learning-based semantic segmentation of urban-scale 3D meshes in remote sensing: A survey.
Int. J. Appl. Earth Obs. Geoinformation, 2023

INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging.
Proceedings of the ACM Web Conference 2023, 2023

A Robust Detection and Correction Framework for GNN-Based Vertical Federated Learning.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited Annotations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Active 3D Mapping Leveraging Heterogeneous Crowd Robot based-on Reinforcement Learning.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

CIMI4D: A Large Multimodal Climbing Motion Dataset under Human-scene Interactions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Virtual Sparse Convolution for Multimodal 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Transformation-Equivariant 3D Object Detection for Autonomous Driving.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
STPC-Net: Learn Massive Geo-Sensory Data as Spatio-Temporal Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2022

3D Multi-Object Tracking in Point Clouds Based on Prediction Confidence-Guided Data Association.
IEEE Trans. Intell. Transp. Syst., 2022

Understanding Drivers' Visual and Comprehension Loads in Traffic Violation Hotspots Leveraging Crowd-Based Driving Simulation.
IEEE Trans. Intell. Transp. Syst., 2022

Rapid Extraction of Urban Road Guardrails From Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2022

GCN-Based Pavement Crack Detection Using Mobile LiDAR Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2022

Intracity Temperature Estimation by Physics Informed Neural Network Using Modeled Forcing Meteorology and Multispectral Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022

CasA: A Cascade Attention Network for 3-D Object Detection From LiDAR Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2022

DFAN: Dual-Branch Feature Alignment Network for Domain Adaptation on Point Clouds.
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

A GCN-Based Method for Extracting Power Lines and Pylons From Airborne LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2022

Dense Point Cloud Completion Based on Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Indoor 3D Human Trajectory Reconstruction Using Surveillance Camera Videos and Point Clouds.
IEEE Trans. Circuits Syst. Video Technol., 2022

Corrigendum to "LiDAR-based localization using universal encoding and memory-aware regression" Pattern Recognition Volume 128 (2022) 108685.
Pattern Recognit., 2022

LiDAR-based localization using universal encoding and memory-aware regression.
Pattern Recognit., 2022

DLA-Net: Learning dual local attention features for semantic segmentation of large-scale building facade point clouds.
Pattern Recognit., 2022

Learning scale awareness in keypoint extraction and description.
Pattern Recognit., 2022

Local Fusion Attention Network for Semantic Segmentation of Building Facade Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2022

A Supervoxel Approach to Road Boundary Enhancement From 3-D LiDAR Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2022

Semantic Segmentation of Coastal Zone on Airborne Lidar Bathymetry Point Clouds.
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

Building Instance Extraction Method Based on Improved Hybrid Task Cascade.
IEEE Geosci. Remote. Sens. Lett., 2022

Planar Primitive Group-Based Point Cloud Registration for Autonomous Vehicle Localization in Underground Parking Lots.
IEEE Geosci. Remote. Sens. Lett., 2022

Adaptive Pyramid Context Fusion for Point Cloud Perception.
IEEE Geosci. Remote. Sens. Lett., 2022

Discriminative feature abstraction by deep L2 hypersphere embedding for 3D mesh CNNs.
Inf. Sci., 2022

Mesh Oversegmentation with Segmentation-Aware Loss.
Inf. Sci., 2022

EAGAN: Event-based attention generative adversarial networks for optical flow and depth estimation.
IET Comput. Vis., 2022

PDConv: Rigid transformation invariant convolution for 3D point clouds.
Expert Syst. Appl., 2022

BLNet: Bidirectional learning network for point clouds.
Comput. Vis. Media, 2022

LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds.
CoRR, 2022

DDA-Net: Unsupervised cross-modality medical image segmentation via dual domain adaptation.
Comput. Methods Programs Biomed., 2022

PANDA: predicting road risks after natural disasters leveraging heterogeneous urban data.
CCF Trans. Pervasive Comput. Interact., 2022

2D3D-MVPNet: Learning cross-domain feature descriptors for 2D-3D matching based on multi-view projections of point clouds.
Appl. Intell., 2022

Spherical coordinate transformation-embedded deep network for primitive instance segmentation of point clouds.
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

Road extraction in remote sensing data: A survey.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Wildfire Detection and Burned Area Estimation Based on Multi-source Spatial Data.
Proceedings of the IEEE Smartworld, 2022

Modeling Crowdedness of Emergency Departments Leveraging Crowdsensing Mobility Data.
Proceedings of the IEEE Smartworld, 2022

iTA: Inferring Traffic Accident Hotspots with Vehicle Trajectories and Road Environment Data.
Proceedings of the IEEE Smartworld, 2022

ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Graph Fusion Networks for Urban Region Embedding.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

TopoSeg: Topology-aware Segmentation for Point Clouds.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Foreground-Background Segmentation of Sequential Point Clouds.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Vehicle Completion in Traffic Scene Using 3D LiDAR Point Cloud Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A LiDAR-Based 3D Indoor Mapping Framework with Mismatch Detection and Optimization.
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

A Multi-task Learning Framework for Semantic Segmentation in MLS Point Clouds.
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

Qrelation: an Agent Relation-Based Approach for Multi-Agent Reinforcement Learning Value Function Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2022

LiDARCap: Long-range Markerless 3D Human Motion Capture with LiDAR Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDAR.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FedRME: Federated Road Markings Extraction from Mobile LiDAR Point Clouds.
Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021
Data-Driven C-RAN Optimization Exploiting Traffic and Mobility Dynamics of Mobile Users.
IEEE Trans. Mob. Comput., 2021

Special Issue on 3D Sensing in Intelligent Transportation.
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

Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

Reconstruction Bias U-Net for Road Extraction From Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

iTV: Inferring Traffic Violation-Prone Locations With Vehicle Trajectories and Road Environment Data.
IEEE Syst. J., 2021

3D Ocean Water Wave Surface Analysis on Airborne LiDAR Bathymetric Point Clouds.
Remote. Sens., 2021

Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images.
Remote. Sens., 2021

FeatFlow: Learning geometric features for 3D motion estimation.
Pattern Recognit., 2021

Boundary-Aware and Semiautomatic Segmentation of 3-D Object in Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2021

Fog radio access network optimization for 5G leveraging user mobility and traffic data.
J. Netw. Comput. Appl., 2021

Cooperative indoor 3D mapping and modeling using LiDAR data.
Inf. Sci., 2021

Y-Net: Learning Domain Robust Feature Representation for ground camera image and large-scale image-based point cloud registration.
Inf. Sci., 2021

UVLens: Urban Village Boundary Identification and Population Estimation Leveraging Open Government Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

FFPointNet: Local and global fused feature for 3D point clouds analysis.
Neurocomputing, 2021

Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting.
CoRR, 2021

ConTIG: Continuous Representation Learning on Temporal Interaction Graphs.
CoRR, 2021

A Detector-oblivious Multi-arm Network for Keypoint Matching.
CoRR, 2021

FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery.
CoRR, 2021

A deep learning model for detection and tracking in high-throughput images of organoid.
Comput. Biol. Medicine, 2021

Boundary-Aware graph Markov neural network for semiautomated object segmentation from point clouds.
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

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

CovidPass: A Contactless Check-in System for Keeping Social Distance in Public Health Crisis.
Proceedings of the 2021 IEEE SmartWorld, 2021

OrgaNet: A Deep Learning Approach for Automated Evaluation of Organoids Viability in Drug Screening.
Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021

Tracklet Proposal Network for Multi-Object Tracking on Point Clouds.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Federated Learning with Fair Averaging.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 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

Metric Learning for 2D Image Patch and 3D Point Cloud Volume Matching.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Learning Cross-Domain Descriptors for 2D-3D Matching with Hard Triplet Loss and Spatial Transformer Network.
Proceedings of the Image and Graphics - 11th International Conference, 2021

DRFM Jamming Mode Identification Leveraging Deep Neural Networks.
Proceedings of the 2021 International Conference on Control, 2021

Graphcomm: A Graph Neural Network Based Method for Multi-Agent Reinforcement Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

Predicting the spread of COVID-19 in China with human mobility data.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020
Urban 3D modeling with mobile laser scanning: a review.
Virtual Real. Intell. Hardw., 2020

DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2020

3D Highway Curve Reconstruction From Mobile Laser Scanning Point Clouds.
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

Characterization of MSS Channel Reflectance and Derived Spectral Indices for Building Consistent Landsat 1-5 Data Record.
IEEE Trans. Geosci. Remote. Sens., 2020

Merge-Swap Optimization Framework for Supervoxel Generation from Three-Dimensional Point Clouds.
Remote. Sens., 2020

Review: Deep Learning on 3D Point Clouds.
Remote. Sens., 2020

Road Manhole Cover Delineation Using Mobile Laser Scanning Point Cloud Data.
IEEE Geosci. Remote. Sens. Lett., 2020

3-D Feature Matching for Point Cloud Object Extraction.
IEEE Geosci. Remote. Sens. Lett., 2020

Toward Efficient 3-D Colored Mapping in GPS-/GNSS-Denied Environments.
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

PGNet: A Part-based Generative Network for 3D object reconstruction.
Knowl. Based Syst., 2020

Pairwise registration of TLS point clouds by deep multi-scale local features.
Neurocomputing, 2020

Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data.
Frontiers Comput. Sci., 2020

VPC-Net: Completion of 3D Vehicles from MLS Point Clouds.
CoRR, 2020

iTV: Inferring Traffic Violation-Prone Locations with Vehicle Trajectory and Road Environment Data.
CoRR, 2020

Review: deep learning on 3D point clouds.
CoRR, 2020

Optic disc and optic cup segmentation based on anatomy guided cascade network.
Comput. Methods Programs Biomed., 2020

Learning to Match 2D Images and 3D LiDAR Point Clouds for Outdoor Augmented Reality.
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020

A Boundary-Enhanced Supervoxel Method for 3D Point Clouds.
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

N-DPC: Dense 3D Point Cloud Completion Based on Improved Multi-Stage Network.
Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

A Deep Reinforcement Learning Framework for Vehicle Detection and Pose Estimation in 3D Point Clouds.
Proceedings of the Artificial Intelligence and Security - 6th International Conference, 2020

Demand-Responsive Windows Scheduling in Tertiary Hospital Leveraging Spatiotemporal Neural Networks.
Proceedings of the Green, Pervasive, and Cloud Computing - 15th International Conference, 2020

GMAN: A Graph Multi-Attention Network for Traffic Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 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

Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning System.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Accelerated stochastic gradient descent with step size selection rules.
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

RealPoint3D: Generating 3D Point Clouds from a Single Image of Complex Scenarios.
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

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

3-D Object Classification in Heterogeneous Point Clouds via Bag-of-Words and Joint Distribution Adaption.
IEEE Geosci. Remote. Sens. Lett., 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

Fast Regularity-Constrained Plane Reconstruction.
CoRR, 2019

A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix.
IEEE Access, 2019

Ground Camera Images and UAV 3D Model Registration for Outdoor Augmented Reality.
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

Reconstruction of 3D Zebra Crossings from Mobile Laser Scanning Point Clouds.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Non-Reference Quality Evaluation for Indoor 3d Point Clouds.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Partial 3D Object Retrieval and Completeness Evaluation for Urban Street Scene.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Unsupervised Optic Disc Segmentation for Cross Domain Fundus Image Based on Structure Consistency Constraint.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Identifying urban villages from city-wide satellite imagery leveraging mask R-CNN.
Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

Optimal Bandwidth Allocation for Data Transmission in Virtual Data Centers.
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

RF-Net: An End-To-End Image Matching Network Based on Receptive Field.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

LO-Net: Deep Real-Time Lidar Odometry.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Geometric Multi-Model Fitting by Deep Reinforcement Learning.
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

A Target-Free Automatic Self-Calibration Approach for Multibeam Laser Scanners.
IEEE Trans. Instrum. Meas., 2018

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

A Volumetric Fusing Method for TLS and SFM Point Clouds.
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

An Unsupervised Convolutional Feature Fusion Network for Deep Representation of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 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

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

Random Barzilai-Borwein step size for mini-batch algorithms.
Eng. Appl. Artif. Intell., 2018

NeuroTreeNet: A New Method to Explore Horizontal Expansion Network.
CoRR, 2018

RealPoint3D: Point Cloud Generation from a Single Image with Complex Background.
CoRR, 2018

Optimal power diagrams via function approximation.
Comput. Aided Des., 2018

Point cloud resampling using centroidal Voronoi tessellation methods.
Comput. Aided Des., 2018

Predicting ICU mortality by supervised bidirectional LSTM networks.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

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

Traffic Flow Prediction Based on Cascaded Artificial Neural Network.
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

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

CommuteShare: A Ridesharing Service for Daily Commuters Using Cross-Domain Urban Big Data.
Proceedings of the 2018 IEEE International Conference on Web Services, 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

Sensing Urban Structures and Crowd Dynamics with Mobility Big Data.
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

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

Traffic Sign Occlusion Detection Using Mobile Laser Scanning Point Clouds.
IEEE Trans. Intell. Transp. Syst., 2017

Joint Enhancing Filtering for Road Network Extraction.
IEEE Trans. Geosci. Remote. Sens., 2017

Facet Segmentation-Based Line Segment Extraction for Large-Scale Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2017

Solar Potential Analysis Method Using Terrestrial Laser Scanning Point Clouds.
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

Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning.
Pattern Recognit., 2017

Tree Classification in Complex Forest Point Clouds Based on Deep Learning.
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

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

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

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. 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

Road Network Extraction via Aperiodic Directional Structure Measurement.
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

An Indoor Backpack System for 2-D and 3-D Mapping of Building Interiors.
IEEE Geosci. Remote. Sens. 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

Robust vehicle detection by combining deep features with exemplar classification.
Neurocomputing, 2016

Partial Procedural Geometric Model Fitting for Point Clouds.
CoRR, 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

A Feature-Based Mutual Information and Wavelet Method for Image Fusion.
Proceedings of the Intelligent Autonomous Systems 14, 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. Intell. Transp. Syst., 2015

Using Mobile LiDAR Data for Rapidly Updating Road Markings.
IEEE Trans. Intell. Transp. Syst., 2015

Automated Road Information Extraction From Mobile Laser Scanning Data.
IEEE Trans. Intell. Transp. Syst., 2015

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

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

Three-Dimensional Object Matching in Mobile Laser Scanning Point Clouds.
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

Shape completion for depth image via repeated objects registration.
Neurocomputing, 2015

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

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

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

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

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
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

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

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

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

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

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

Vehicle Detection from Remote Sensing Image Based on Superpixel Segmentation and Image Enhancement.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 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

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


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