Mengmeng Yang

Orcid: 0000-0002-3294-6437

Affiliations:
  • Tsinghua University, School of Vehicle and Mobility, Department of Automotive Engineering, State Key Laboratory of Automotive Safety and Energy, Beijing, China
  • Wuhan University, School of Remote Sensing and Information Engineering, Wuhan, China (PhD 2018)


According to our database1, Mengmeng Yang authored at least 37 papers between 2019 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

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

DuMapNet: An End-to-End Vectorization System for City-Scale Lane-Level Map Generation.
CoRR, 2024

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

DuMapNet: An End-to-End Vectorization System for City-Scale Lane-Level Map Generation.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 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

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

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

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

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

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

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

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

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

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

HD-Map Aided LiDAR-INS Extrinsic Calibration.
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

SPIL: A Shape Preserving Method for Improving Lane Width Accuracy of HD Maps.
Proceedings of the 6th International Conference on Control, Robotics and Cybernetics, 2021

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

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

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

Customized Mobile LiDAR System for Manhole Cover Detection and Identification.
Sensors, 2019

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

Leverage of Limb Detection in Pose Estimation for Vulnerable Road Users.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019


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