How Hand-Tracking Is Shaping the Future of In-Cabin Monitoring
From detecting distraction to predicting driver intent, hand-tracking is becoming an increasingly valuable part of the intelligent cockpit.
As in-cabin monitoring evolves beyond traditional gaze and facial analysis, advances in computer vision are unlocking new ways to understand driver behaviour and create safer, more intuitive human-machine interfaces. In this interview, Agnes Jernström, Senior Software Engineer at Neonode, explains how hand-tracking is helping to advance occupant monitoring and the next generation of in-cabin AI.
Why Global Shutter HDR Is the Next Step for In-Cabin Cameras
As in-cabin cameras take on more responsibilities, from driver monitoring and occupant sensing to videoconferencing and user authentication, image sensors must deliver far more than high-quality pictures.
The rise of RGB-IR imaging is driving demand for High Dynamic Range (HDR) capabilities that work with global shutter technology, enabling reliable sensing in challenging lighting conditions. We spoke with Tomas Geurts, Senior R&D Director, Europe at OMNIVISION, about why HDR requirements are changing, how RGB-IR is reshaping in-cabin monitoring, and what future camera architectures will need to support the next generation of intelligent vehicle interiors.
Beyond Compliance: How Agentic AI Could Unlock the Next Generation of Occupant Monitoring
Occupant Monitoring Systems (OMS) are evolving from regulatory necessities into intelligent platforms capable of understanding occupants, context and intent.
As legal requirements and Euro NCAP establish the baseline for safety, the next wave of innovation lies in using the same sensing infrastructure to enable proactive safety, personalised assistance, comfort and more natural human-vehicle interaction. We spoke with Dr. Frederik Diederichs, Head of Perceptual User Interfaces Group at Fraunhofer IOSB, about how agentic AI, multimodal sensing and rapid prototyping tools such as AktiMeter are helping the industry explore what comes next for intelligent in-cabin systems.
Sara’s Top Takeaways: What We Learned at InCabin USA 2026
InCabin USA 2026 was so much fun, but of course we had to be productive too. Here’s what “productive” looked like for the attendees, exhibitors, sponsors, and partners who joined us in Detroit.
A special thank you to Tobii, our Founding Partner, for helping us build an event that prioritises a happy, engaged, and collaborative InCabin community. The industry showed up ready to share, challenge, learn, and connect – and the result was three fantastic days of discussion and discovery.
InCabin USA 2025: More Sessions You Won’t Want to Miss
Experts working on in-cabin technologies for safety, comfort and convenience, will take to the InCabin stage this June to explore the latest industry advancements, challenges, and solutions.
From UX and AI, to OMS, ECUs and more, the InCabin agenda will address all the crucial topics you need to know about!
Read below to gain insights into the sessions that Hyundai, Tobii, MOBIS, Magna, ZF and Toyota will deliver this June.
Announcing the InCabin USA 2025 Full Agenda
This year’s event, taking place from June 10th-12th at Huntington Place, Detroit, will take a deep dive into the future of in-cabin technology.
From cutting-edge driver monitoring and occupant sensing, to AI-driven HMI advancements and immersive user experiences, this technical agenda features expert-led sessions, insightful keynotes, and thought-provoking panel discussions that will explore all the most critical topics.
Current Challenges Report: Insights Ahead of InCabin Europe
InCabin Europe will bring together academics, industry leaders and innovators to share knowledge and exchange ideas on six key topics and challenges facing the automotive industry.
Expert Viewpoints: Life-saving in-cabin sensors
As the market transitions from, the concept of an immersive cabin experience comes ever closer. Whether the vehicle management system is focused on driver impairment child presence detection the most pressing need for mobility is focused on devising life-saving technology.
Accelerating the Adoption of Interior Monitoring Systems: Enhancing Vehicle Safety
In the ever-evolving landscape of automotive safety, Euro NCAP has been at the forefront, setting stringent safety standards and encouraging technological advancements. One of the latest frontiers in vehicle safety is the integration of Interior Monitoring Systems (IMS), which promise to revolutionize how we perceive and ensure safety within vehicles. This blog explores the critical aspects of IMS, their benefits, and the new Euro NCAP rating approach that aims to accelerate their adoption.Â