Emotion Recognition Using Transformers with Masked Learning.
CoRR, 2024
Emotion Recognition Using Transformers with Random Masking.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
One-Stage Brake Light Status Detection Based on YOLOv8.
Sensors, September, 2023
Deep Learning-Based Driver's Hands on/off Prediction System Using In-Vehicle Data.
Sensors, February, 2023
Multimodal Data Collection System for Driver Emotion Recognition Based on Self-Reporting in Real-World Driving.
Sensors, 2022
PU-MFA: Point Cloud Up-Sampling via Multi-Scale Features Attention.
Sensors, 2022
Multitask Emotion Recognition Model with Knowledge Distillation and Task Discriminator.
CoRR, 2022
Deep Reinforcement Learning Based Dynamic Proportional-Integral (PI) Gain Auto-Tuning Method for a Robot Driver System.
IEEE Access, 2022
Unsupervised Anomaly Detection Approach for Shift Quality Assessment Using Deep Neural Networks.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022
BYEL: Bootstrap Your Emotion Latent.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Multi-task Learning for Human Affect Prediction with Auditory-Visual Synchronized Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
DRER: Deep Learning-Based Driver's Real Emotion Recognizer.
Sensors, 2021
Causal affect prediction model using a facial image sequence.
CoRR, 2021
Causal affect prediction model using a past facial image sequence.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Development of Complexity Index and Predictions of Accident Risks for Mixed Autonomous Driving Levels.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Real-time Driver Identification using Vehicular Big Data and Deep Learning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
HMM-Based Indoor Localization Using Smart Watches' BLE Signals.
Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018
Speed Accuracy Trade-off in Pedestrian and Vehicle Detection Using Localized Big Data.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
Driver State Estimation Based on Dynamic Bayesian Networks Considering Different Age and Gender Groups.
Proceedings of the Adjunct Proceedings of the 9th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2017
Congestion-Aware Multi-Agent Path Planning: Distributed Algorithm and Applications.
Comput. J., 2014
Congestion-aware traffic routing for large-scale mobile agent systems.
PhD thesis, 2012
City-scale traffic estimation from a roving sensor network.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012
Practical Route Planning Under Delay Uncertainty: Stochastic Shortest Path Queries.
Proceedings of the Robotics: Science and Systems VIII, 2012
Congestion-aware Traffic Routing System using sensor data.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012
Stochastic motion planning with path constraints and application to optimal agent, resource, and route planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
Stochastic distributed multi-agent planning and applications to traffic.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
Stochastic motion planning and applications to traffic.
Int. J. Robotics Res., 2011
Fast shadow detection for urban autonomous driving applications.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009
PCP: the personal commute portal.
Proceedings of the 6th International Conference on Embedded Networked Sensor Systems, 2008