Trace and pace: Controllable pedestrian animation via guided trajectory diffusion

D Rempe, Z Luo, X Bin Peng, Y Yuan… - Proceedings of the …, 2023 - openaccess.thecvf.com
We introduce a method for generating realistic pedestrian trajectories and full-body
animations that can be controlled to meet user-defined goals. We draw on recent advances …

Generating scenarios with diverse pedestrian behaviors for autonomous vehicle testing

M Priisalu, A Pirinen, C Paduraru… - … on Robot Learning, 2022 - proceedings.mlr.press
There exist several datasets for developing self-driving car methodologies. Manually
collected datasets impose inherent limitations on the variability of test cases and it is …

Pedestrian motion in simulation applications using deep learning

C Paduraru, M Paduraru - Proceedings of the 6th International ICSE …, 2022 - dl.acm.org
The goal of this paper is to provide a framework for simulating pedestrian motion in
simulation applications by using real-world examples of human motion. This process has …

Varied Realistic Autonomous Vehicle Collision Scenario Generation

M Priisalu, C Paduraru, C Smichisescu - Scandinavian Conference on …, 2023 - Springer
Recently there has been an increase in the number of available autonomous vehicle (AV)
models. To evaluate and compare the safety of the various models the AVs need to be …

Semantic and Articulated Pedestrian Sensing Onboard a Moving Vehicle

M Priisalu - arXiv preprint arXiv:2309.06313, 2023 - arxiv.org
It is difficult to perform 3D reconstruction from on-vehicle gathered video due to the large
forward motion of the vehicle. Even object detection and human sensing models perform …

Suicidal Pedestrian: Generation of safety-critical scenarios for autonomous vehicles

Y Yang, K Kujanpää, IA Babadi… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Developing reliable autonomous driving algorithms poses challenges in testing, particularly
when it comes to safety-critical traffic scenarios involving pedestrians. An open question is …

[PDF][PDF] Supplementary Material of Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing

M Priisalu, A Pirinen, C Paduraru, C Sminchisescu - proceedings.mlr.press
In the attached video Supplemenatry_Scenarios_with_Diverse_P… for_AV_Testing. mp4 a
number of sample trajectories are shown. The video contains sample trajectories where the …