Long Chen

Orcid: 0000-0003-4925-0572

Affiliations:
  • Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
  • Wuhan University, Signal and Information Processing, China (PhD 2013)


According to our database1, Long Chen authored at least 153 papers between 2010 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
How Simulation Helps Autonomous Driving: A Survey of Sim2real, Digital Twins, and Parallel Intelligence.
IEEE Trans. Intell. Veh., January, 2024

A Real-Time Road Boundary Detection Approach in Surface Mine Based on Meta Random Forest.
IEEE Trans. Intell. Veh., January, 2024

Long and Short-Term Constraints Driven Safe Reinforcement Learning for Autonomous Driving.
CoRR, 2024

GenAD: Generative End-to-End Autonomous Driving.
CoRR, 2024

SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Learning Dynamic Graph for Overtaking Strategy in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., November, 2023

Milestones in Autonomous Driving and Intelligent Vehicles - Part II: Perception and Planning.
IEEE Trans. Syst. Man Cybern. Syst., October, 2023

Decoupled Real-Time Trajectory Planning for Multiple Autonomous Mining Trucks in Unloading Areas.
IEEE Trans. Intell. Veh., October, 2023

Milestones in Autonomous Driving and Intelligent Vehicles - Part I: Control, Computing System Design, Communication, HD Map, Testing, and Human Behaviors.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023

MetaMining: Mining in the Metaverse.
IEEE Trans. Syst. Man Cybern. Syst., June, 2023

Motion Planning for Autonomous Driving: The State of the Art and Future Perspectives.
IEEE Trans. Intell. Veh., June, 2023

Mining 5.0: Concept and Framework for Intelligent Mining Systems in CPSS.
IEEE Trans. Intell. Veh., June, 2023

Extreme Low-Resolution Action Recognition with Confident Spatial-Temporal Attention Transfer.
Int. J. Comput. Vis., June, 2023

RadarVerses in Metaverses: A CPSI-Based Architecture for 6S Radar Systems in CPSS.
IEEE Trans. Syst. Man Cybern. Syst., April, 2023

MSFANet: A Light Weight Object Detector Based on Context Aggregation and Attention Mechanism for Autonomous Mining Truck.
IEEE Trans. Intell. Veh., March, 2023

Refined Crack Detection via LECSFormer for Autonomous Road Inspection Vehicles.
IEEE Trans. Intell. Veh., March, 2023

Gaze Control for Active Visual SLAM via Panoramic Cost Map.
IEEE Trans. Intell. Veh., February, 2023

The Use of Intelligent Vehicles and Artificial Intelligence in Mining Operations: Ethics, Responsibility, and Sustainability.
IEEE Trans. Intell. Veh., February, 2023

Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys.
IEEE Trans. Intell. Veh., February, 2023

MetaScenario: A Framework for Driving Scenario Data Description, Storage and Indexing.
IEEE Trans. Intell. Veh., February, 2023

Hierarchical Interpretable Imitation Learning for End-to-End Autonomous Driving.
IEEE Trans. Intell. Veh., January, 2023

Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus.
Int. J. Geogr. Inf. Sci., 2023

FusionPlanner: A Multi-task Motion Planner for Mining Trucks using Multi-sensor Fusion Method.
CoRR, 2023

Sim2real and Digital Twins in Autonomous Driving: A Survey.
CoRR, 2023

Point Cloud Completion by Larger Receptive Fields for Intelligent Vehicles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

DSNRNet: A Network of LiDAR Data Denoising by Differential Stability in Underground Mine.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022
A Novel Rain Removal Approach for Outdoor Dynamic Vision Sensor Event Videos.
Frontiers Neurorobotics, September, 2022

Transductive Zero-Shot Hashing for Multilabel Image Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2022

Real-Time Scheduling of Autonomous Mining Trucks via Flow Allocation-Accelerated Tabu Search.
IEEE Trans. Intell. Veh., 2022

Parallel Vision for Long-Tail Regularization: Initial Results From IVFC Autonomous Driving Testing.
IEEE Trans. Intell. Veh., 2022

Making Standards for Smart Mining Operations: Intelligent Vehicles for Autonomous Mining Transportation.
IEEE Trans. Intell. Veh., 2022

Parallel Driving OS: A Ubiquitous Operating System for Autonomous Driving in CPSS.
IEEE Trans. Intell. Veh., 2022

Verification and Validation of Intelligent Vehicles: Objectives and Efforts From China.
IEEE Trans. Intell. Veh., 2022

Improved Vehicle LiDAR Calibration With Trajectory-Based Hand-Eye Method.
IEEE Trans. Intell. Transp. Syst., 2022

Road-Model-Based Road Boundary Extraction for High Definition Map via LIDAR.
IEEE Trans. Intell. Transp. Syst., 2022

RDC-SLAM: A Real-Time Distributed Cooperative SLAM System Based on 3D LiDAR.
IEEE Trans. Intell. Transp. Syst., 2022

CenterNet3D: An Anchor Free Object Detector for Point Cloud.
IEEE Trans. Intell. Transp. Syst., 2022

Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review.
IEEE Trans. Intell. Transp. Syst., 2022

Conditional DQN-Based Motion Planning With Fuzzy Logic for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2022

Three Principles to Determine the Right-of-Way for AVs: Safe Interaction With Humans.
IEEE Trans. Intell. Transp. Syst., 2022

A Comparative Analysis of LiDAR SLAM-Based Indoor Navigation for Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst., 2022

Parallel Intelligence for Smart Mobility in Cyberphysical Social System-Defined Metaverses: A Report on the International Parallel Driving Alliance.
IEEE Intell. Transp. Syst. Mag., 2022

Terrain Mapping for Autonomous Trucks in Surface Mine.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Learning 3D Semantics From Pose-Noisy 2D Images with Hierarchical Full Attention Network.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

AutoMine: An Unmanned Mine Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Trajectory Planning for Autonomous Mining Trucks Considering Terrain Constraints.
IEEE Trans. Intell. Veh., 2021

Learning a Deep Cascaded Neural Network for Multiple Motion Commands Prediction in Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., 2021

Visualization Analysis of Intelligent Vehicles Research Field Based on Mapping Knowledge Domain.
IEEE Trans. Intell. Transp. Syst., 2021

Deep Neural Network Based Vehicle and Pedestrian Detection for Autonomous Driving: A Survey.
IEEE Trans. Intell. Transp. Syst., 2021

Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories.
IEEE Trans. Ind. Informatics, 2021

China's 12-Year Quest of Autonomous Vehicular Intelligence: The Intelligent Vehicles Future Challenge Program.
IEEE Intell. Transp. Syst. Mag., 2021

Toward Location-Enabled IoT (LE-IoT): IoT Positioning Techniques, Error Sources, and Error Mitigation.
IEEE Internet Things J., 2021

FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation.
IEEE CAA J. Autom. Sinica, 2021

Dual context prior and refined prediction for semantic segmentation.
Geo spatial Inf. Sci., 2021

3D LiDAR/IMU Calibration Based on Continuous-Time Trajectory Estimation in Structured Environments.
IEEE Access, 2021

Scheduling of Autonomous Mining Trucks: Allocation Model Based Tabu Search Algorithm Development.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Berm Detection for Autonomous truck in Surface Mine Dump Area.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

NFIS: A NMS-free FCOS Method for Instance Segmentation.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Semasuperpixel: A Multi-Channel Probability-Driven Superpixel Segmentation Method.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Robust Lane Detection From Continuous Driving Scenes Using Deep Neural Networks.
IEEE Trans. Veh. Technol., 2020

A Reinforcement Learning-Based Adaptive Path Tracking Approach for Autonomous Driving.
IEEE Trans. Veh. Technol., 2020

A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Improved Deep Hashing With Soft Pairwise Similarity for Multi-Label Image Retrieval.
IEEE Trans. Multim., 2020

Toward the Ghosting Phenomenon in a Stereo-Based Map With a Collaborative RGB-D Repair.
IEEE Trans. Intell. Transp. Syst., 2020

A Collaborative Visual Tracking Architecture for Correlation Filter and Convolutional Neural Network Learning.
IEEE Trans. Intell. Transp. Syst., 2020

Online Multi-Object Tracking Using Joint Domain Information in Traffic Scenarios.
IEEE Trans. Intell. Transp. Syst., 2020

Surrounding Vehicle Detection Using an FPGA Panoramic Camera and Deep CNNs.
IEEE Trans. Intell. Transp. Syst., 2020

Three-Dimensional Cooperative Mapping for Connected and Automated Vehicles.
IEEE Trans. Ind. Electron., 2020

DenseLightNet: A Light-Weight Vehicle Detection Network for Autonomous Driving.
IEEE Trans. Ind. Electron., 2020

Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data.
IEEE Trans. Fuzzy Syst., 2020

Classification of Point Clouds for Indoor Components Using Few Labeled Samples.
Remote. Sens., 2020

A survey on deep learning methods for scene flow estimation.
Pattern Recognit., 2020

Learning Driving Models From Parallel End-to-End Driving Data Set.
Proc. IEEE, 2020

Parallel End-to-End Autonomous Mining: An IoT-Oriented Approach.
IEEE Internet Things J., 2020

Special Issue on Internet of Things for Connected Automated Driving.
IEEE Internet Things J., 2020

Proximity based automatic data annotation for autonomous driving.
IEEE CAA J. Autom. Sinica, 2020

Parallel distance: A new paradigm of measurement for parallel driving.
IEEE CAA J. Autom. Sinica, 2020

Multi-View Adaptive Fusion Network for 3D Object Detection.
CoRR, 2020

Defining Digital Quadruplets in the Cyber-Physical-Social Space for Parallel Driving.
CoRR, 2020

Comparison of Different Methods for Time Sequence Prediction in Autonomous Vehicles.
CoRR, 2020

CenterNet3D: An Anchor free Object Detector for Autonomous Driving.
CoRR, 2020

Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review.
CoRR, 2020

Location-Enabled IoT (LE-IoT): A Survey of Positioning Techniques, Error Sources, and Mitigation.
CoRR, 2020

Autonomous Driving at Intersections: A Critical-Turning-Point Approach for Left Turns.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

GOSMatch: Graph-of-Semantics Matching for Detecting Loop Closures in 3D LiDAR data.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Imitative Reinforcement Learning Fusing Vision and Pure Pursuit for Self-driving.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
End-to-End Autonomous Driving: An Angle Branched Network Approach.
IEEE Trans. Veh. Technol., 2019

Feature Selection Based on Tensor Decomposition and Object Proposal for Night-Time Multiclass Vehicle Detection.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Guest Editorial Introduction to the Special Issue on the 2018 IEEE Intelligent Vehicles Symposium (IV'18).
IEEE Trans. Intell. Veh., 2019

Deep Integration: A Multi-Label Architecture for Road Scene Recognition.
IEEE Trans. Image Process., 2019

High-Speed Scene Flow on Embedded Commercial Off-the-Shelf Systems.
IEEE Trans. Ind. Informatics, 2019

Collaborative Three-Dimensional Completion of Color and Depth in a Specified Area With Superpixels.
IEEE Trans. Ind. Electron., 2019

Parallel testing of vehicle intelligence via virtual-real interaction.
Sci. Robotics, 2019

Improving classification with semi-supervised and fine-grained learning.
Pattern Recognit., 2019

Parallel Motion Planning: Learning a Deep Planning Model against Emergencies.
IEEE Intell. Transp. Syst. Mag., 2019

Parallel planning: a new motion planning framework for autonomous driving.
IEEE CAA J. Autom. Sinica, 2019

Transductive Zero-Shot Hashing for Multi-Label Image Retrieval.
CoRR, 2019

Extreme Low Resolution Activity Recognition with Spatial-Temporal Attention Transfer.
CoRR, 2019

Towards Building the Semantic Map from a Monocular Camera with a Multi-task Network.
CoRR, 2019

An Adaptive Path Tracking Controller Based on Reinforcement Learning with Urban Driving Application.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Road Detection for autonomous truck in mine environment.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Dynamic States Prediction in Autonomous Vehicles: Comparison of Three Different Methods.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Monocular Outdoor Semantic Mapping with a Multi-task Network.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

DeepSqueezeNet-CRF: A Lightweight Deep Model for Semantic Image Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2019

DSNet: Joint Learning for Scene Segmentation and Disparity Estimation.
Proceedings of the International Conference on Robotics and Automation, 2019

Real-Time Vehicle Detection from Short-range Aerial Image with Compressed MobileNet.
Proceedings of the International Conference on Robotics and Automation, 2019

High-Resolution Driving Scene Synthesis Using Stacked Conditional Gans and Spectral Normalization.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Semantic Segmentation via Structured Refined Prediction and Dual Global Priors.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

2018
Vehicle Tracking at Nighttime by Kernelized Experts With Channel-Wise and Temporal Reliability Estimation.
IEEE Trans. Intell. Transp. Syst., 2018

Bayes Saliency-Based Object Proposal Generator for Nighttime Traffic Images.
IEEE Trans. Intell. Transp. Syst., 2018

Adas on Cots with OpenCL: A Case Study with Lane Detection.
IEEE Trans. Computers, 2018

h²ECU: A High-Performance and Heterogeneous Electronic Control Unit for Automated Driving.
IEEE Micro, 2018

Advances in Vision-Based Lane Detection: Algorithms, Integration, Assessment, and Perspectives on ACP-Based Parallel Vision.
IEEE CAA J. Autom. Sinica, 2018

A Graph Optimization-Based Indoor Map Construction Method via Crowdsourcing.
IEEE Access, 2018

Online Cooperative 3D Mapping for Autonomous Driving.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Learning a Deep Motion Planning Model for Autonomous Driving.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A Reliable Road Segmentation and Edge Extraction for Sparse 3D Lidar Data.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Planecell: Representing Structural Space with Plane Elements.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A Robust Look-ahead Distance Tuning Strategy for the Geometric Path Tracking Controllers.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

A New Feature Pyramid Network For Road Scene Segmentation.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Optimization of Pure Pursuit Controller based on PID Controller and Low-pass Filter.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Dress Fashionably: Learn Fashion Collocation With Deep Mixed-Category Metric Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Turn Signal Detection During Nighttime by CNN Detector and Perceptual Hashing Tracking.
IEEE Trans. Intell. Transp. Syst., 2017

Transforming a 3-D LiDAR Point Cloud Into a 2-D Dense Depth Map Through a Parameter Self-Adaptive Framework.
IEEE Trans. Intell. Transp. Syst., 2017

Moving-Object Detection From Consecutive Stereo Pairs Using Slanted Plane Smoothing.
IEEE Trans. Intell. Transp. Syst., 2017

Let the robot tell: Describe car image with natural language via LSTM.
Pattern Recognit. Lett., 2017

Multi-View Feature Combination for Ancient Paintings Chronological Classification.
ACM Journal on Computing and Cultural Heritage, 2017

Compressive perceptual hashing tracking.
Neurocomputing, 2017

Planecell: Representing the 3D Space with Planes.
CoRR, 2017

Real-time scene flow on COTS embedded systems by coarse-grained software pipeline.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Improving the performance of ADAS application in heterogeneous context: A case of lane detection.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

RGB-T SLAM: A flexible SLAM framework by combining appearance and thermal information.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Real-Time Fashion-Guided Clothing Semantic Parsing: A Lightweight Multi-Scale Inception Neural Network and Benchmark.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Combining Region-of-Interest Extraction and Image Enhancement for Nighttime Vehicle Detection.
IEEE Intell. Syst., 2016

Who Leads the Clothing Fashion: Style, Color, or Texture? A Computational Study.
CoRR, 2016

A novel and effective moving-objects detection method combined with stereo localization and mapping system.
Proceedings of the 2016 IEEE International Conference on Robotics and Biomimetics, 2016

Geodesic-based pavement shadow removal revisited.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

3D map repair after moving objects removing.
Proceedings of the 2016 International Conference on Advanced Robotics and Mechatronics, 2016

Multi-task Relative Attribute Prediction by Incorporating Local Context and Global Style Information.
Proceedings of the British Machine Vision Conference 2016, 2016

Fast Fashion Guided Clothing Image Retrieval: Delving Deeper into What Feature Makes Fashion.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
ALIMC: Activity Landmark-Based Indoor Mapping via Crowdsourcing.
IEEE Trans. Intell. Transp. Syst., 2015

Reinforcement learning control for coordinated manipulation of multi-robots.
Neurocomputing, 2015

A novel way to organize 3D LiDAR point cloud as 2D depth map height map and surface normal map.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Robust optimization with credibility factor for graph-based SLAM.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Sparse depth map upsampling with RGB image and anisotropic diffusion tensor.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

2014
A Sensor-Fusion Drivable-Region and Lane-Detection System for Autonomous Vehicle Navigation in Challenging Road Scenarios.
IEEE Trans. Veh. Technol., 2014

2013
Learning-based adaptive dispatching method for batch processing machines.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012
Design of a Multi-Sensor Cooperation Travel Environment Perception System for Autonomous Vehicle.
Sensors, 2012

3D LIDAR point cloud based intersection recognition for autonomous driving.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

VeloRegistration based intersection detection for autonomous driving in challenging urban scenarios.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011
Traffic sign detection and recognition for intelligent vehicle.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

2010
Block-constraint line scanning method for lane detection.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010


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