Selected work
Applied and industrial R&D delivered with partners including Hyundai Mobis, KIA, SK hynix, 42dot, ETRI, Korea Railway Research Institute and Deep In Sight.
Industrial projects
3D Body Keypoint Estimation
20263D body keypoint estimation for in-cabin monitoring.
Monocular Depth Estimation
2024-2026Monocular depth estimation for in-cabin monitoring units.
Child Presence Estimation
2025Child presence detection for in-cabin safety.
Seat Pose Estimation
2025Seat pose estimation for in-cabin monitoring.
Gaze Estimation
2024Driver gaze estimation for the in-cabin monitoring unit.
Level-4 ADAS Perception
2023-2027Pedestrian detection, distance estimation and predictive trajectory estimation for a Level-4 PoC ADAS system.
In-cabin Monitoring System
2024In-cabin monitoring system development.
Pothole, Crack & Fallen Object Detection
2024Road hazard detection (potholes, cracks, fallen objects) for ADAS.
Off-road ADAS
2023Off-road ADAS perception.
Real-time Eye Distance Estimation
2023Real-time eye distance estimation from a glasses-free 3D light-field display.
Workers' Detection & Tracking
2022-2023Detection, distance estimation, localization and tracking of workers using a long-wave infrared camera.
Automatic Modulation Classification
2022-2023Development of automatic modulation classification methods using deep-learning techniques.
Deep Stereo Matching & Motion Deblurring
2021-2022Deep stereo matching and motion deblurring algorithms using a stereo event camera.
Real-time Pupil Tracking
2019-2020High-speed machine-learning detection engine for real-time pupil tracking of a holographic display.
Proof of concepts
// full cv ↗