Advancing Hands-Free Driving Safety
As a Research Scientist at Ford, I contributed to the driver monitoring capabilities that enable BlueCruise—Ford’s hands-free highway driving technology.
The BlueCruise System
BlueCruise represents Ford’s approach to Level 2+ autonomous driving, where the vehicle handles steering, acceleration, and braking on mapped highways while the driver remains engaged and ready to take over.
Driver Monitoring Research
My research focused on ensuring driver readiness and attention during hands-free operation:
Attention Tracking
- Developed algorithms for robust head pose estimation
- Created gaze direction models for attention zone mapping
- Implemented real-time eye openness detection
Engagement Verification
- Research on driver responsiveness metrics
- Alert effectiveness studies
- Multi-modal feedback optimization
Edge Cases and Robustness
- Low-light and variable illumination conditions
- Sunglasses and eyewear handling
- Diverse driver populations and behaviors
Designed for Trust
The system is built around a philosophy of driver-vehicle collaboration:
- Clear Communication: Vehicle provides constant feedback about system state
- Gradual Trust Building: Progressive feature introduction as driver comfort grows
- Seamless Handoffs: Smooth transitions between automated and manual control
- Fail-Safe Design: Conservative fallback behaviors ensure safety
Technical Approach
- Camera-based sensing with infrared illumination
- Deep learning models optimized for automotive hardware
- Real-time inference with low latency requirements
- Integration with vehicle control systems for coordinated response
Research Impact
Contributed to peer-reviewed publications and internal technical reports advancing the state of driver monitoring for autonomous vehicles.