AI-enabled cameras provide data for city traffic management and can alert motorists to pedestrians in low-vision conditions.

This study evaluates YOLOv12 using a globally sourced traffic dataset that includes varied weather conditions, lighting scenarios, and geographic locations. The model demonstrates strong performance ...

MANILA – Three new sensor-based traffic signal lights were installed in North Luzon Expressway (NLEX) Connector Interchanges in three separate locations in Manila and Caloocan. In a ceremony at the ...

The Metropolitan Manila Development Authority (MMDA) and North Luzon Expressway (NLEX) Corporation on Tuesday installed three sensor-based traffic signal lights in three strategic locations in the ...

In this article, we present PyOpticon, a free and open-source Python package for controlling and acquiring data from benchtop experimental setups. PyOpticon desktop applications, termed “dashboards”, ...

This research addresses the critical issue of traffic light detection and recognition in advanced driver assistance systems. In this paper, we propose a novel two-stage detection framework which is ...

Our algorithm considers consecutive detection of the same light and uses Kalman filtering techniques to provide each target’s smoother and more precise position. Our pipeline has been validated for ...