Mining urban traffic condition from crowd-sourced data

H Mai-Tan, HN Pham-Nguyen, NX Long, QT Minh - SN Computer Science, 2020 - Springer
city environment/eco-system in big cities such as in Ho Chi Minh … are semantically far from
traffic information while GPS data … traffic conditions at locations where real-time data is missed. …

CrowdSPaFE: a crowd-sourced multimodal recommendation system for urban route safety

SA Zaoad, M Mamun-Or-Rashid, MM Khan - IEEE Access, 2023 - ieeexplore.ieee.org
real-timeFrom the empirical results, we can conclude that by using CrowdSPaFE, we can
notably reduce on road risks and helps city-dwellers navigate safely in the urban environment. …

A crowd-sourced obstacle detection and navigation app for visually impaired

E Kim, J Sterner, A Mashhadi - International Summit Smart City 360°, 2020 - Springer
… object detection on the mobile device but also use the crowd-sourced images for training of
… Crossnavi: enabling real-time crossroad navigation for the blind with commodity phones. In: …

Crowdsourcing-based learning data collection for real-time sensor error correction in indoor environments

G Lee, BC Moon, M Park - IEEE Access, 2020 - ieeexplore.ieee.org
data obtained from mobile communication networks or the global positioning system (GPS). …
specific weighted assistance from a crowd-sourced Wi-Fi fingerprinting system via a particle …

Crowd Sourced Data Organization and Analytics for Urban Traffic Estimation

QT Minh, PN Huu - 2021 International Conference on Data …, 2021 - ieeexplore.ieee.org
… to collect real-time data of movements vehicles via GPS, and then … However, this work just
focuses on local and small areasdata crowd sourcing approaches to collect traffic data from a …

[HTML][HTML] GPS spoofing detection via crowd-sourced information for connected vehicles

G Oligeri, S Sciancalepore, OA Ibrahim, R Di Pietro - Computer Networks, 2022 - Elsevier
… Indeed, due to their reduced coverage, the amount of 3G and 4G base stations is
significantly higher than the 2G ones, especially in urban settings, possibly enhancing and …

[HTML][HTML] The Geospatial Crowd: Emerging Trends and Challenges in Crowdsourced Spatial Analytics

S Alamri - ISPRS International Journal of Geo-Information, 2024 - mdpi.com
data in real-time navigation, highlighting its capacity to enhance traffic flow and alleviate
congestion in urban settings… by utilizing real-time information gathered from mobile devices. This …

[HTML][HTML] Generating road networks for old downtown areas based on crowd-sourced vehicle trajectories

C Zhang, Y Li, L Xiang, F Jiao, C Wu, S Li - Sensors, 2021 - mdpi.com
… characteristic of GPS traces and the knowledge of old downtown areas road network …
In order to reflect our methods’ performance, two old urban areas of Wuhan (Hankou District …

A pedestrian network construction system based on crowdsourced walking trajectories

B Zhou, T Zheng, J Huang, Y Zhang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… components: 1) crowdsourced walking trajectory data filtering; 2) … real-time data collection
and a server for crowdsourced dataGPS data in real time and upload the collected pedestrian …

Crowddriven: A new challenging dataset for outdoor visual localization

A Jafarzadeh, ML Antequera… - … Conference on …, 2021 - openaccess.thecvf.com
… in outdoor scenes, using crowd-sourced data to cover a wide … the SfM poses based on
available GPS data to (approximately) … In contrast to HLoc, which runs (close to) real-time, D2-Net …