Kun Jiang

Orcid: 0000-0003-4995-7244

Affiliations:
  • Tsinghua University, School of Vehicle and Mobility, Beijing, China


According to our database1, Kun Jiang authored at least 65 papers between 2014 and 2024.

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

Timeline

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Bibliography

2024
DiffMap: Enhancing Map Segmentation With Map Prior Using Diffusion Model.
IEEE Robotics Autom. Lett., November, 2024

Autonomous Driving Risk Assessment With Boundary-Based Environment Model.
IEEE Trans. Intell. Veh., January, 2024

Poses as Queries: End-to-End Image-to-LiDAR Map Localization With Transformers.
IEEE Robotics Autom. Lett., January, 2024

High Definition Map Mapping and Update: A General Overview and Future Directions.
CoRR, 2024

EFFOcc: A Minimal Baseline for EFficient Fusion-based 3D Occupancy Network.
CoRR, 2024

LaneDAG: Automatic HD Map Topology Generator Based on Geometry and Attention Fusion Mechanism.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

StreamingFlow: Streaming Occupancy Forecasting with Asynchronous Multi-modal Data Streams via Neural Ordinary Differential Equation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PanoSSC: Exploring Monocular Panoptic 3D Scene Reconstruction for Autonomous Driving.
Proceedings of the International Conference on 3D Vision, 2024

2023
Online Quantitative Analysis of Perception Uncertainty Based on High-Definition Map.
Sensors, December, 2023

SGFNet: Segmentation Guided Fusion Network for 3D Object Detection.
IEEE Robotics Autom. Lett., December, 2023

Multi-Session High-Definition Map-Monitoring System for Map Update.
ISPRS Int. J. Geo Inf., December, 2023

Traffic Police 3D Gesture Recognition Based on Spatial-Temporal Fully Adaptive Graph Convolutional Network.
IEEE Trans. Intell. Transp. Syst., September, 2023

Identify, Estimate and Bound the Uncertainty of Reinforcement Learning for Autonomous Driving.
IEEE Trans. Intell. Transp. Syst., August, 2023

Dynamically Conservative Self-Driving Planner for Long-Tail Cases.
IEEE Trans. Intell. Transp. Syst., March, 2023

Real-Time Evaluation of Perception Uncertainty and Validity Verification of Autonomous Driving.
Sensors, March, 2023

Bridging the View Disparity Between Radar and Camera Features for Multi-Modal Fusion 3D Object Detection.
IEEE Trans. Intell. Veh., February, 2023

Autonomous Driving Policy Continual Learning With One-Shot Disengagement Case.
IEEE Trans. Intell. Veh., February, 2023

Continuous improvement of self-driving cars using dynamic confidence-aware reinforcement learning.
Nat. Mac. Intell., February, 2023

Reliable Autonomous Driving Environment Model With Unified State-Extended Boundary.
IEEE Trans. Intell. Transp. Syst., January, 2023

A Survey on Monocular Re-Localization: From the Perspective of Scene Map Representation.
CoRR, 2023

Poses as Queries: Image-to-LiDAR Map Localization with Transformers.
CoRR, 2023

Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review.
CoRR, 2023

FusionMotion: Multi-Sensor Asynchronous Fusion for Continuous Occupancy Prediction via Neural-ODE.
CoRR, 2023

Scale Drift-free Visual-inertial Odometry for Ground Vehicles in Highway Scenarios.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

An End-to-End Autonomous Driving Pre-trained Transformer Model for Multi-Behavior-Optimal Trajectory Generation.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022
Distributed Car-Following Control for Intelligent Connected Vehicle Using Improved Super-Twisting Compensator Subject to Sudden Velocity Changes of Leading Vehicle.
IEEE Trans. Intell. Transp. Syst., 2022

TM<sup>3</sup>Loc: Tightly-Coupled Monocular Map Matching for High Precision Vehicle Localization.
IEEE Trans. Intell. Transp. Syst., 2022

Interactive Trajectory Prediction Using a Driving Risk Map-Integrated Deep Learning Method for Surrounding Vehicles on Highways.
IEEE Trans. Intell. Transp. Syst., 2022

A General Autonomous Driving Planner Adaptive to Scenario Characteristics.
IEEE Trans. Intell. Transp. Syst., 2022

Simple But Effective: Upper-Body Geometric Features for Traffic Command Gesture Recognition.
IEEE Trans. Hum. Mach. Syst., 2022

Temporal Point Cloud Fusion With Scene Flow for Robust 3D Object Tracking.
IEEE Signal Process. Lett., 2022

Roadside HD Map Object Reconstruction Using Monocular Camera.
IEEE Robotics Autom. Lett., 2022

Monocular Connected-Vehicle Position Estimation on Sloping and Uneven Roads.
IEEE Intell. Transp. Syst. Mag., 2022

Skeleton-based traffic command recognition at road intersections for intelligent vehicles.
Neurocomputing, 2022

Map Container: A Map-based Framework for Cooperative Perception.
CoRR, 2022

Bridging the View Disparity of Radar and Camera Features for Multi-modal Fusion 3D Object Detection.
CoRR, 2022

SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving.
CoRR, 2022

3D Multiple Object Tracking with Multi-modal Fusion of Low-cost Sensors for Autonomous Driving.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Long-Tail Prediction Uncertainty Aware Trajectory Planning for Self-driving Vehicles.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

CrowdRep: A Blockchain-based Reputation System for Crowdsourced HD Map Update.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

BE-STI: Spatial-Temporal Integrated Network for Class-agnostic Motion Prediction with Bidirectional Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Bridging the Gap of Lane Detection Performance Between Different Datasets: Unified Viewpoint Transformation.
IEEE Trans. Intell. Transp. Syst., 2021

Fast Initialization for Monocular Map Matching Localization via Multi-lane Hypotheses in Highway Scenarios.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

HD-Map Aided LiDAR-INS Extrinsic Calibration.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Adapt the Driving Policy to Local Traffic before Entering the New Area.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Conditional Adversarial Networks Based Road Marking Identification and Vectorization for High Definition Map.
Proceedings of the ICIT 2021: IoT and Smart City, Guangzhou, China, December 22 - 25, 2021, 2021

2020
MMW Radar-Based Technologies in Autonomous Driving: A Review.
Sensors, 2020

Monocular Localization with Vector HD Map (MLVHM): A Low-Cost Method for Commercial IVs.
Sensors, 2020

Attacks and defences on intelligent connected vehicles: a survey.
Digit. Commun. Networks, 2020

High Precision Vehicle Localization based on Tightly-coupled Visual Odometry and Vector HD Map.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Integrating Deep Reinforcement Learning with Optimal Trajectory Planner for Automated Driving.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019
Pixels and 3-D Points Alignment Method for the Fusion of Camera and LiDAR Data.
IEEE Trans. Instrum. Meas., 2019

Automatic Extraction of Structural and Non-Structural Road Edges from Mobile Laser Scanning Data.
Sensors, 2019

A Unified Multiple-Target Positioning Framework for Intelligent Connected Vehicles.
Sensors, 2019

An Overview of Attacks and Defences on Intelligent Connected Vehicles.
CoRR, 2019

High Precision Target Positioning Method for RSU in Cooperative Perception.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Real-time Adaptive UWB Positioning System Enhanced by Sensor Fusion for Multiple Targets Detection.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018
Monocular Vehicle Self-localization method based on Compact Semantic Map.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Multimedia Fusion at Semantic Level in Vehicle Cooperactive Perception.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

2017
Lane-level route planning based on a multi-layer map model.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016
Estimation and prediction of vehicle dynamics states based on fusion of OpenStreetMap and vehicle dynamics models.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Robust estimation of vehicle's dynamics states employing a parameter-variable EKF observer.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Adaptive Estimation of Vehicle Dynamics Through RLS and Kalman Filter Approaches.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014
Estimation of vehicle's vertical and lateral tire forces considering road angle and road irregularity.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014


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