Publicaties
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Implementation of the trafficking in human beings data collection guidelines: follow-up and future actions Universiteit Gent
Traffic classification at the radio spectrum level using deep learning models trained with synthetic data Universiteit Antwerpen
Traffic recognition is commonly done using deep packet inspection or packet‐based approaches. However, these methods require the listening device to be part of the network and raise privacy concerns. Traffic recognition models that operate directly at the spectrum level could, for instance, be used for smart spectrum management. To this extent, we present such an approach using deep learning methods. In particular, we present a convolutional ...
Utilitarian cycling in Belgium: a cross-sectional study in a sample of regular cyclists. One-year prospective bicycle usage data collection Vrije Universiteit Brussel
Background: For an accurate estimation of health benefits and hazards of utilitarian cycling, a prospective collection of bicycle
usage data (exposure) is fundamental. Individual and environmental correlates are necessary to guide health promotion and
traffic safety issues. Firstly, this study aims to report on utilitarian bicycle usage in Belgium, using a prospective data collection
in regular adult commuter cyclists. ...
usage data (exposure) is fundamental. Individual and environmental correlates are necessary to guide health promotion and
traffic safety issues. Firstly, this study aims to report on utilitarian bicycle usage in Belgium, using a prospective data collection
in regular adult commuter cyclists. ...
Unmanned Aerial Vehicle-based Traffic Analysis: A Case Study to Analyze Traffic Streams at Urban Roundabouts Universiteit Hasselt
Recently, multirotor Unmanned Aerial Vehicles(UAVs) or drones have become increasingly popular for a vast variety of civil applications. Efficient traffic data collection and extraction of various flow parameters are some of the futuristic applications of this technology. However, such applications still need to be streamlined and thoroughly explored for varying traffic and infrastructural conditions. In this paper, the focus is on the ...
Unmanned Aerial Vehicle-Based Traffic Analysis: A Case Study for Shockwave Identification and Flow Parameters Estimation at Signalized Intersections Universiteit Hasselt
Owing to their dynamic and multidisciplinary characteristics, Unmanned Aerial Vehicles (UAVs), or drones, have become increasingly popular. However, the civil applications of this technology, particularly for traffic data collection and analysis, still need to be thoroughly explored. For this purpose, the authors previously proposed a detailed methodological framework for the automated UAV video processing in order to extract multi-vehicle ...
Transport and traffic analytics in smart cities Universiteit Gent
Vast generation of high resolution spatial and temporal data, particularly in urban settings, started revolution in mobility and human behavior related research. However, after initial wave of first data oriented insights their integration into ongoing, and traditionally used, planning and decision making processes seems to be hindered by still opened challenges. These challenges suggest need for stronger integration between data analytics and ...
Observing the observation of (vulnerable) road user behaviour and traffic safety: a scoping review Universiteit Hasselt KU Leuven
Behavioural observation studies in road safety research collect naturalistic data of road users that are not informed (beforehand) of their participation in a research project. It enables the observation of behavioural and situational processes that contribute to unsafe traffic events, while possible behavioural adaptations due to the road users’ recognition of being observed are minimized. The literature in this field is vast and diverse, with ...
A new traffic route analyzer for commuter's guidance in developing countries: application study in Islamabad, Pakistan Universiteit Hasselt
Growth of population in the capital city of Pakistan-Islamabad-is too high. This growth rate has caused a negative impact on the smooth flow of traffic system. The aim of this paper is to provide a solution to facilitate the car-based commuters to pick the route with minimal bottlenecks and to minimize the distance to reach the destination. The proposed solution is to manage and control the traffic system in the city of Islamabad. The current ...