Pedestrian detection with high resolution inertial measurement unit

Vehicle type detection and passenger satisfaction analysis using smartphone sensors and digital surveys

“…Camera‐based systems are also used widely for passenger detection [5]. In [6], the passengers entering the bus were detected using high‐resolution inertial measurement unit. The sensors were located on the floor in front of the first seat row near the front door where passengers enter the bus.…”

Automatic detection of traffic lights, street crossings and urban roundabouts combining outlier detection and deep learning classification techniques based on GPS traces while driving

“…Bujari, Licar, and Palazzi (2012) used acceleration based movement pattern recognition in day-by-day urban street behavior to detect when a pedestrian stops and then crosses a street ruled by a traffic light. Perttula, Parviainen, and Collin (2016) used on-vehicle inertial measurement units to detect pedestrians, driving behavior, as well as road conditions like bumps. Smartphones have also been used to automatically detect traffic accidents using sensors on mobile devices.…”

Detecting Different Road Infrastructural Elements Based on the Stochastic Characterization of Speed Patterns

“…The authors in [13] used acceleration based movement pattern recognition applied to a day-by-day urban street behaviour to be able to detect the pattern of a pedestrian stopping and then crossing a street ruled by a traffic light. The research in [14] made use of on-vehicle inertial measurement units to detect driving behaviour, pedestrians, and particular types of road conditions such as bumps on the road. The sensors in smartphones have also been previously used to automatically detect traffic accidents [1].…”