Visual analysis of urban traffic data based on high-resolution and high-dimensional environmental sensor data

J Häußler, M Stein, D Seebacher, H Janetzko… - 2018 - kops.uni-konstanz.de
Urbanization is an increasing global trend resulting in a strong increase in public and
individual transportation needs. Accordingly, a major challenge for traffic and urban …

Geospatial visualization of automotive sensor data: A conceptual and implementational framework for environment and traffic-related applications

P Voland, H Asche - Computational Science and Its Applications–ICCSA …, 2017 - Springer
In the era of Big Data and the Internet of Things modern automotive vehicles have become
complex mobile computational systems on wheels. The sensors included in these systems …

Processing and Visualizing Floating Car Data for Human-Centered Traffic and Environment Applications: A Transdisciplinary Approach

P Voland, H Asche - Innovations and Trends in Environmental and …, 2018 - igi-global.com
In the era of the internet of things and big data, modern cars have become mobile electronic
systems or computers on wheels. Car sensors record a multitude of car-and traffic-related …

Big data analytics and visualization in traffic monitoring

C Bachechi, L Po, F Rollo - Big Data Research, 2022 - Elsevier
This paper presents a system that employs information visualization techniques to analyze
urban traffic data and the impact of traffic emissions on urban air quality. Effective …

Visual analytics of mobility and transportation: State of the art and further research directions

G Andrienko, N Andrienko, W Chen… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Many cities and countries are now striving to create intelligent transportation systems that
utilize the current abundance of multisource and multiform data related to the functionality …

Traffic Sensing and Assessing in Digital Transportation Systems

H Rabbouch, F Saâdaoui, R Mraihi - Linking and Mining Heterogeneous …, 2019 - Springer
By integrating relevant vision technologies, based on multiview data and parsimonious
models, into the transportation system's infrastructure and in vehicles themselves, the main …

Multigranular spatio-temporal exploration: An application to on-street parking data

C Robino, L Di Rocco, S Di Martino, G Guerrini… - Web and Wireless …, 2018 - Springer
Traffic congestions cost billions of dollars to the society every year and are often aggravated
by road users looking for parking. One way of alleviating the parking problem is providing …

Intra-city traffic data visualization: a systematic literature review

A Clarinval, B Dumas - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
The increasing proportion of people living in urban areas causes well-known mobility issues
such as pollution and congested roads. In addition to their heavy environmental impact …

[PDF][PDF] Visual Analysis of Public Transport Vehicle Movement.

M Wörner, T Ertl - EuroVA@ EuroVis, 2012 - diglib.eg.org
Public transport vehicles record detailed operational logs. In major networks, this quickly
amounts to massive datasets. Traditionally, these are analysed only using statistical tools …

Lightweight computer vision methods for traffic flow monitoring on low power embedded sensors

M Magrini, D Moroni, G Pieri, O Salvetti - Special Session on …, 2015 - scitepress.org
Nowadays pervasive monitoring of traffic flows in urban environment is a topic of great
relevance, since the information it is possible to gather may be exploited for a more efficient …