999 Part 1(1).mp4 May 2026

: The study noted that moving machine parts (like an excavator's arm) can sometimes obstruct the view or cause perspective distortion, leading to slight distance errors.

: Adjusts risk based on where the camera is mounted on the machine (e.g., blind spots). How the Video Was Created 999 Part 1(1).mp4

: The system significantly decreased the number of "nuisance" alarms compared to static sensors, as it understands when a worker or another machine is approaching safely for collaboration. : The study noted that moving machine parts

: Distinguishes between workers, excavators, and forklifts. 999 Part 1(1).mp4

The full research and technical details can be found in the article Dynamic Collision Alert System for Collaboration of Construction Equipment and Workers published in Buildings (MDPI).