DMS + ADAS in Human-Machine Co-Driving Psychology: Multi-Modal Fusion for the Next-Gen Driving Experience
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Over the past decade, two acronyms have dominated the narrative of automotive intelligence: DMS (Driver Monitoring System) — watching inside the cabin to detect fatigue, distraction, or drowsiness. ADAS (Advanced Driver Assistance System) — watching outside the cabin to recognize lanes, objects, pedestrians, and predict potential risks. In the industry, these are often treated as separate safety functions , each serving its own perception domain. But when combined, their significance changes fundamentally. DMS + ADAS is not just a feature stack — it’s a redefinition of human-machine rapport. This shift draws on psychology, data science, and edge AI, and will be essential for the future of human-machine co-driving. The Psychological Blind Spots of Co-Driving In L2–L3 assisted driving scenarios, human drivers and vehicles share control: ADAS performs assistance and partial control. The driver must remain attentive and ready to take over. However, two common psychological blind ...