Igor Vozniak

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Biological Vision Systems

Imitation Learning

Visual Attention

Metric Learning

Top Venues

VISIGRAPP (4: VISAPP)

Publications

Igor Vozniak, Pavel Astreika, Philipp Müller, Nils Lipp, Christian Müller, Philipp Slusallek
HD-VoxelFlex: Flexible High-Definition Voxel Grid Representation. VISIGRAPP (4): VISAPP (2024)
Ahmed Abouelazm, Igor Vozniak, Nils Lipp, Pavel Astreika, Christian Müller
Point Cloud Neighborhood Estimation Method Using Deep Neuro-Evolution. VISIGRAPP (4: VISAPP) (2023)
Igor Vozniak, Philipp Müller, Lorena Hell, Nils Lipp, Ahmed Abouelazm, Christian Müller
Context-empowered Visual Attention Prediction in Pedestrian Scenarios. WACV (2023)
Ahmed Abouelazm, Igor Vozniak, Nils Lipp, Pavel Astreika, Christian Müller
Deep Distance Metric Learning for Similarity Preserving Embedding of Point Clouds. VISIGRAPP (4: VISAPP) (2023)
Iuliia Brishtel, Stephan Krauß, Thomas Schmidt, Jason Raphael Rambach, Igor Vozniak, Didier Stricker
Classification of Manual Versus Autonomous Driving based on Machine Learning of Eye Movement Patterns. SMC (2022)
Igor Vozniak, Philipp Mueller, Lorena Hell, Nils Lipp, Ahmed Abouelazm, Christian Müller
Context-empowered Visual Attention Prediction in Pedestrian Scenarios. CoRR (2022)
Sai Shyam Chanduri, Zeeshan Khan Suri, Igor Vozniak, Christian Müller
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters. CoRR (2021)
André Antakli, Igor Vozniak, Nils Lipp, Matthias Klusch, Christian Müller
HAIL: Modular Agent-Based Pedestrian Imitation Learning. PAAMS (2021)
Iuliia Brishtel, Thomas Schmidt, Igor Vozniak, Jason Raphael Rambach, Bruno Mirbach, Didier Stricker
To Drive or to Be Driven? The Impact of Autopilot, Navigation System, and Printed Maps on Driver's Cognitive Workload and Spatial Knowledge. ISPRS Int. J. Geo Inf. 10 (10) (2021)
Sai Shyam Chanduri, Igor Vozniak, Zeeshan Khan Suri
CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters. BMVC (2021)
Igor Vozniak, Matthias Klusch, André Antakli, Christian Müller
InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios. IJCCI (2020)
Atanas Poibrenski, Matthias Klusch, Igor Vozniak, Christian Müller
M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision. SAC (2020)