Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing

26 September 2024

Papers citing "Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing"

6 / 6 papers shown

Title
Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends M. Tami Mohammed Elhenawy Huthaifa I. Ashqar 41 0 0 21 Apr 2025
Network Traffic Classification Using Machine Learning, Transformer, and Large Language Models Ahmad Antari Yazan Abo-Aisheh Jehad Shamasneh Huthaifa I. Ashqar 54 0 0 04 Mar 2025
Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy 60 0 0 27 Feb 2025
HazardNet: A Small-Scale Vision Language Model for Real-Time Traffic Safety Detection at Edge Devices M. Tami Mohammed Elhenawy Huthaifa I. Ashqar 41 0 0 27 Feb 2025
Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy LRM 52 6 0 16 Nov 2024
Transit Pulse: Utilizing Social Media as a Source for Customer Feedback and Information Extraction with Large Language Model Jiahao Wang Amer Shalaby 21 1 0 19 Oct 2024