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Pnina Gershon

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Review Open access 2026

Feasibility of Synthetic Data Generation With Image to Video Models for Lane Change Driver Intent Prediction

The development and validation of vehicle interior and exterior perception systems requires the collection, synthesis, and modeling of large amounts of diverse data. For many years, this has been achieved primarily through real-world data collection or through the generation of realistic 3D graphics. Today, Generative...

M. Komorkiewicz, Marcin Szelest, Pnina Gershon et al. · 0 citations
Open access Aug 2026

Large-Language-Model-Agent-Enabled Analysis of Semi-Structured Interviews: Comparing Driver Experience Across Partial Automation Systems

It is suggested that driver satisfaction with partial automation can coexist with uncertainty about system limits and automation boundaries, and that driver satisfaction with partial automation can coexist with uncertainty about system limits and automation boundaries.

Zhouqiao Zhao, Pnina Gershon · 0 citations

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