Igor Vozniak

According to our database, Igor Vozniak authored at least 14 papers between 2020 and 2026.

Collaborative distances:

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

2026

ARISE - Adaptive Refinement and Iterative Scenario Engineering.

Konstantin Poddubnyy, Igor Vozniak, Ivan Burmistrov, Nils Lipp, Davit Hovhannisyan, Christian Müller, Philipp Slusallek

CoRR, January, 2026

ObjectVisA-120: Object-based Visual Attention Prediction in Interactive Street-crossing Environments.

Igor Vozniak, Philipp Müller, Nils Lipp, Janis Sprenger, Konstantin Poddubnyy, Davit Hovhannisyan, Christian Müller, Andreas Bulling, Philipp Slusallek

CoRR, January, 2026

2025

MonoSORT3D: A Monocular Approach for Online Auxiliary-Free Multi-Object Tracking.

Rana Khonsari, Leon Eisemann, Igor Vozniak, Christian Müller, Johannes Maucher

Proceedings of the IEEE Intelligent Vehicles Symposium, 2025

2024

HD-VoxelFlex: Flexible High-Definition Voxel Grid Representation.

Igor Vozniak, Pavel Astreika, Philipp Müller, Nils Lipp, Christian Müller, Philipp Slusallek

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Context-empowered Visual Attention Prediction in Pedestrian Scenarios.

Igor Vozniak, Philipp Müller, Lorena Hell, Nils Lipp, Ahmed Abouelazm, Christian Müller

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

Point Cloud Neighborhood Estimation Method Using Deep Neuro-Evolution.

Ahmed Abouelazm, Igor Vozniak, Nils Lipp, Pavel Astreika, Christian Müller

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Deep Distance Metric Learning for Similarity Preserving Embedding of Point Clouds.

Ahmed Abouelazm, Igor Vozniak, Nils Lipp, Pavel Astreika, Christian Müller

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022

Classification of Manual Versus Autonomous Driving based on Machine Learning of Eye Movement Patterns.

Iuliia Brishtel, Stephan Krauß, Thomas Schmidt, Jason Raphael Rambach, Igor Vozniak, Didier Stricker

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021

To Drive or to Be Driven? The Impact of Autopilot, Navigation System, and Printed Maps on Driver's Cognitive Workload and Spatial Knowledge.

Iuliia Brishtel, Thomas Schmidt, Igor Vozniak, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker

ISPRS Int. J. Geo Inf., 2021

CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters.

Sai Shyam Chanduri, Zeeshan Khan Suri, Igor Vozniak, Christian Müller

CoRR, 2021

HAIL: Modular Agent-Based Pedestrian Imitation Learning.

André Antakli, Igor Vozniak, Nils Lipp, Matthias Klusch, Christian Müller

Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection, 2021

CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters.

Sai Shyam Chanduri, Igor Vozniak, Zeeshan Khan Suri

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision.

Atanas Poibrenski, Matthias Klusch, Igor Vozniak, Christian Müller

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios.

Igor Vozniak, Matthias Klusch, André Antakli, Christian Müller

Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020