Advanced learning technologies for intelligent transportation systems: Prospects and challenges

RA Khalil, Z Safelnasr, N Yemane… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Intelligent Transportation Systems (ITS) operate within a highly intricate and dynamic
environment characterized by complex spatial and temporal dynamics at various scales …

A New Era in Human Factors Engineering: A Survey of the Applications and Prospects of Large Multimodal Models

L Fan, L Ching-Hung, H Su, F Shanshan… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, the potential applications of Large Multimodal Models (LMMs) in fields such
as healthcare, social psychology, and industrial design have attracted wide research …

UIF-BEV: An Underlying Information Fusion Framework for Bird's-Eye-View Semantic Segmentation

Y Ren, L Wang, M Li, H Jiang, C Lin… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Semantic segmentation based on Bird's-eye-view (BEV) is crucial for autonomous driving.
However, current methods for voxel-uplifting-based depth estimation often result in flattened …

LLMScenario: Large Language Model Driven Scenario Generation

C Chang, S Wang, J Zhang, J Ge… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Scenario engineering plays a vital role in various Industry 5.0 applications. In the field of
autonomous driving systems, driving scenario data are important for the training and testing …

Traffic Performance GPT (TP-GPT): Real-Time Data Informed Intelligent ChatBot for Transportation Surveillance and Management

B Wang, MM Karim, C Liu, Y Wang - arXiv preprint arXiv:2405.03076, 2024 - arxiv.org
The digitization of traffic sensing infrastructure has significantly accumulated an extensive
traffic data warehouse, which presents unprecedented challenges for transportation …