Publications

Research output

Seven works in progress or in print, spanning highway merging, camera-based speed estimation, simulation calibration, and applied computer vision.

Published

01
Leveraging AI Techniques to Understand and Simulate Driving Behaviours
A. Coppola, A. R. Safari — IEEE RTSI 2024 · DOI 10.1109/RTSI61910.2024.10761327
Published

Submitted

02
Time to Closest Approach as a Feasibility Descriptor for Highway Merging: Methodology and Empirical Threshold Extraction
A. R. Safari, A. Coppola, G. N. Bifulco — IEEE Transactions on Intelligent Transportation Systems
Submitted
TCA* = 4.5 s dTCA* = 6 m GA validation = 99.66%
03
AI-Driven Vehicle Classification and Speed Estimation on the A56: A Validated Framework Employing Perspective Transformation
A. R. Safari, A. Turati, G. Acunzo, A. Coppola — Transportation Research Procedia, XXVII SIDT Scientific Seminar
Submitted
04
Scaling the Safe System: A Camera-Only Protocol for Lane-Resolved Speed Estimation via Metric Rectification of Existing CCTV Infrastructure
A. R. Safari, A. Coppola, G. Acunzo, L. Massa, G. N. Bifulco — Transportation Research Procedia, RSS 2026
Submitted
05
Budget-Adaptive Conformal Selective Re-Inference for Multi-Label Video Behavior Recognition
A. Ghobakhlou, C. Ma, A. R. Safari — ICONIP 2026 · with Auckland University of Technology
Submitted

In preparation

06
Time to Closest Approach as a Feasibility Descriptor for Highway Merging: Simulation Calibration and Exploitation
A. R. Safari, A. Coppola, G. N. Bifulco
In preparation
07
An Intelligent Vision-Based Pipeline for Automated Behavioral Monitoring of Critically Endangered Wildlife from Fixed Nest Cameras
A. R. Safari, C. Ma, A. Ghobakhlou — with Auckland University of Technology
In preparation