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Unobtrusive monitoring techniques can be used to monitor some of the human vital signs (i.e. heart activity, breathing activity, temperature, and potentially oxygen saturation) in a car seat. Many of these techniques measure mechanical displacement, either on the body surface and/or inside the body. However, unobtrusive sensing modalities are also fragile and at risk ofRead more

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How are consumer expectations shaping the development of in-cabin monitoring systems, and what features are becoming essential? How is AI and machine learning improving the accuracy and effectiveness of in-cabin monitoring systems? What are the biggest regulatory challenges for in-cabin monitoring, and how can companies navigate these hurdles? Beyond safety, what are some innovative useRead more

WHAT IS CHALLENGE YOUR PEERS? In the Challenge Your Peers session, you have the opportunity to engage in an interactive exchange with your peers as well as solution providers in order to generate different ideas on the same issue. The topics were selected according to the current challenges of the community. The moderator will askRead more

What better way to end the first day of the event than with your peers at a relaxed networking dinner? Take the opportunity to exchange your impressions of the presentations and delve deeper into the topics discussed during the day. Get to know your peers better and become part of the community. Relax and enjoyRead more

How can in-cabin monitoring enable disruptive innovation in AVs? What specific challenges does the adoption of AVs pose for in-cabin sensing technologies? What factors influence public acceptance, and how can they be addressed to drive market adoption? What essential capabilities must in-Cabin monitoring systems possess to support public adoption of AVs? How can new interfaceRead more

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As automotive technology evolves, the integration of advanced smart-powered sensors both inside and outside vehicles are redefining safety, comfort, and health monitoring. Next-generation cameras, radar systems, and DMS updates are enabling unprecedented precision in hazard detection and prevention. The sensors installed within the vehicle for cabin monitoring are now also capable of measuring key vitalRead more

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As vehicles become increasingly automated, the relationship between driver and machine must evolve to remain intuitive, safe, and trustworthy. This session explores how multimodal user state understanding can enable truly adaptive Human-Machine Interaction (HMI). Through a human-centered research approach, we study real drivers in realistic scenarios to understand emotional, cognitive, and attentional states—insights that guideRead more