14 citations · 35 across the 7 of their papers we have counts for
7 papers
Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis
Maged Shoman, Dongdong Wang, Armstrong Aboah +1
This paper introduces our solution for Track 2 in AI City Challenge 2024. The task aims to solve traffic safety description and analysis with the dataset of Woven Traffic Safety (W…
RF-Enhanced Road Infrastructure for Intelligent Transportation
Dajiang Suo, Heyi Li, Rahul Bhattacharyya +7
The EPC GEN 2 communication protocol for Ultra-high frequency Radio Frequency Identification (RFID) has offered a promising avenue for advancing the intelligence of transportation…
inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data
B M Tazbiul Hassan Anik, Zubayer Islam, Mohamed Abdel-Aty
The real-time crash likelihood prediction model is an essential component of the proactive traffic safety management system. Over the years, numerous studies have attempted to cons…
TrafficSafetyGPT: Tuning a Pre-trained Large Language Model to a Domain-Specific Expert in Transportation Safety
Ou Zheng, Mohamed Abdel-Aty, Dongdong Wang +2
Large Language Models (LLMs) have shown remarkable effectiveness in various general-domain natural language processing (NLP) tasks. However, their performance in transportation saf…
Using Connected Vehicle Trajectory Data to Evaluate the Effects of Speeding
Jorge Ugan, Mohamed Abdel-Aty, Zubayer Islam
Speeding has been and continues to be a major contributing factor to traffic fatalities. Various transportation agencies have proposed speed management strategies to reduce the amo…
AVOID: Autonomous Vehicle Operation Incident Dataset Across the Globe
Ou Zheng, Mohamed Abdel-Aty, Zijin Wang +3
Crash data of autonomous vehicles (AV) or vehicles equipped with advanced driver assistance systems (ADAS) are the key information to understand the crash nature and to enhance the…