Maria Lyssenko

According to our database, Maria Lyssenko authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Flow-based Credibility Metric for Safety-critical Pedestrian Detection.

Maria Lyssenko, Christoph Gladisch, Christian Heinzemann, Matthias Woehrle, Rudolph Triebel

CoRR, 2024

A Safety-Adapted Loss for Pedestrian Detection in Automated Driving.

Maria Lyssenko, Piyush Pimplikar, Maarten Bieshaar, Farzad Nozarian, Rudolph Triebel

CoRR, 2024

2023

What Does Really Count? Estimating Relevance of Corner Cases for Semantic Segmentation in Automated Driving.

Jasmin Breitenstein, Florian Heidecker, Maria Lyssenko, Daniel Bogdoll, Maarten Bieshaar, J. Marius Zöllner, Bernhard Sick, Tim Fingscheidt

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Towards Safety-Aware Pedestrian Detection in Autonomous Systems.

Maria Lyssenko, Christoph Gladisch, Christian Heinzemann, Matthias Woehrle, Rudolph Triebel

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021

Instance Segmentation in CARLA: Methodology and Analysis for Pedestrian-oriented Synthetic Data Generation in Crowded Scenes.

Maria Lyssenko, Christoph Gladisch, Christian Heinzemann, Matthias Woehrle, Rudolph Triebel

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

From Evaluation to Verification: Towards Task-Oriented Relevance Metrics for Pedestrian Detection in Safety-Critical Domains.

Maria Lyssenko, Christoph Gladisch, Christian Heinzemann, Matthias Woehrle, Rudolph Triebel

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021