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November 2025
Abdul Dost “Evaluation and Fusion of Vision-Language and Computer Vision Models for On-road Scenario Extraction in Autonomous Vehicles” (MT Intro Talk)
In automated vehicle research, validation is a major challenge. EU Regulation 2022/1426 for Level-4 vehicle approval highlights the need for evidence-based, scenario-driven (virtual) validation [1]. This particularly requires a method to identify and extract challenging scenarios—situations that are unexpected, complex, or safety-critical, demanding immediate responses from the automated driving system....
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