Benjamin Völz

A data-driven approach for pedestrian intention estimation

Benjamin Völz, Karsten Behrendt, Holger Mielenz et al. · 2016 · 100 citations

Crowd Simulation, Engineering, Machine Learning +22

Inferring Pedestrian Motions at Urban Crosswalks

Benjamin Völz, Holger Mielenz, Igor Gilitschenski et al. · IEEE Transactions on Intelligent Transportation Systems · 2018 · 55 citations

Crowd Simulation, Engineering, Machine Learning +20

Feature Relevance Estimation for Learning Pedestrian Behavior at Crosswalks

Benjamin Völz, Holger Mielenz, Gabriel Agamennoni et al. · 2015 · 50 citations

Engineering, Machine Learning, Advanced Driver-assistance System +20

Handling Occlusions in Automated Driving Using a Multiaccess Edge Computing Server-Based Environment Model From Infrastructure Sensors

Michael Buchholz, Johannes Müller, Martin Herrmann et al. · IEEE Intelligent Transportation Systems Magazine · 2021 · 43 citations · Full text

Predicting pedestrian crossing using Quantile Regression forests

Benjamin Völz, Holger Mielenz, Roland Siegwart et al. · 2016 · 29 citations

Crowd Simulation, Engineering, Machine Learning +16