◎ TOYOTA CONCEPT ASSOCIATION01 / PERCEPTIONParking Assist & 360° Surround View
Camera-based perception and spatial visualization for low-speed maneuvering and driver assistance.
Research and engineering across perception, estimation, control and connected autonomous systems—from foundational methods to real-world automotive applications.
Automotive systems, advanced driver assistance and intelligent vehicle control.
◎ TOYOTA CONCEPT ASSOCIATION01 / PERCEPTIONCamera-based perception and spatial visualization for low-speed maneuvering and driver assistance.
Ford CONCEPT ASSOCIATION02 / GUIDANCECamera- and radar-aware perception concepts for intelligent highway driving and vehicle awareness.
▰ MAGNA INDUSTRY EXPERIENCE03 / SENSOR FUSIONTrailer-related estimation and reversing guidance concepts for safer, more predictable low-speed maneuvering.
04 / INTELLIGENT MOBILITYIllustrative concepts for perception, sensor fusion and vehicle decision-making across modern mobility systems.
Drag to rotate · Scroll to zoom · Toggle each sensor layer
Rotate the conceptual vehicle model to explore the placement of sensing and processing elements. This interactive demo is a visual teaching aid—not a production vehicle, a customer-specific design, or a representation of confidential Magna/OEM hardware.
For public portfolio use, replace concept imagery with approved photos, renders or video and add the specific OEM / feature mapping only where disclosure is authorized.
Core areas of interest across intelligent systems, robotics, control and autonomous mobility.
State estimation, Kalman filtering, robust inference, nonlinear systems, and control under uncertainty.
Robotic locomotion, contact detection, autonomous systems, and reliable state inference.
Multi-sensor fusion, wireless sensing, probabilistic estimation, and intelligent sensing architectures.
Vehicle control, cooperative systems, autonomous mobility, and connected vehicle technologies.
Advanced driver-assistance systems, vehicle motion control, parking assistance, and intelligent automotive functions.
Secure estimation and control of networked cyber-physical systems, including vehicle platoons.