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Several studies have been conducted some decades ago to understand driver drowsiness, its assessment and the ways to mitigate its effects to avoid or reduce fatal road crashes. The driver self-report is a subjective measurement well admitted in the drowsiness context. However, studies that compare the driver’s self-report with observer ratings are very scarce. ThisRead more

Validating in-cabin monitoring systems raises essential questions across the system lifecycle. From development to integration to regulatory compliance, how do we ensure consistency and readiness for real-world use? This session explores the validation process through the lens of data — its generation, quality, and role in meeting diverse stakeholder needs. We have heard about usingRead more

What is the Icebreaker Session? The Icebreaker session takes place on the evening before the event starts. Just when everyone arrives, we invite you to join us for some early networking and give you the chance to settle in the atmosphere of the event. This is the time and place to share your thought-provoking ideasRead more

Can radar replace other sensors for occupant monitoring, or where does it fall short? What is the potential of sensor fusion of 2D and radar sensors for interior monitoring? Do time-of-flight sensors have an advantage over radar when it comes to model training across vehicles? Why are time-of-flight sensors used in demos but avoided inRead more

What future occupant monitoring functions could justify higher sensing complexity? How reliable are current radar/camera systems in real-world edge cases? Which fusion strategies might improve robustness? How can OEMs justify performance-limited sensors in the SOTIF framework, and what are the main hurdles to using OMS as a basis for safety-critical decisions? How do we ensureRead more

Driver monitoring systems (DMS) hold promise for improving road safety by detecting driver drowsiness and distraction, but what if these systems fall short? How do limitations in the algorithm’s capabilities to provide signals that are both robust and accurate affect the system’s ability to enhance traffic safety? This talk will delve into: the shortcomings ofRead more

The remaining rounds of our World Cafés! Find your challenges, solutions, and ideas.Read more

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Presenting the results of the World Cafés: The moderators summarize the key takeaways of their World Café Roundtables on the main stage and share the main findings with all attendees.Read more

Get coffee, get snacks, make connections and talk with your peers – and have the chance to actively participate in product and service demos on the expo floor.Read more