딥러닝/3D 비전/보안/Data Scientist 병역특례(전문연구요원)

·        3D reconstruction (structure-from-motion, multi-view stereo, photometric stereo, etc.)

·        Real-time simultaneous localization and mapping (SLAM) systems

·        Light field and panorama capture

·        Novel view synthesis and image-based rendering, Neural rendering

·        Lighting estimation

·        3D deep learning, 3D object pose estimation and tracking, 3D plane estimation and 3D primitive estimation, 3D scene parsing

·        Temporal image reconstruction

·        Total scene capturing including novel view synthesis and neural radiance fields

·        3D reinforcement learning and 3D imitation learning

적용 분야

·        X-Vision: 3D 복원(3D reconstruction), 3D 점군 예측(3D Point cloud prediction), 영상 분석 기술 (Deepfake 탐지, 누드 탐지, Adversarial attacks), 영상 분할(Segmentation), 객체 추적(Object tracking) 등

·        X-Pilot: 단일영상 거리측정(Monocular depth estimation), Pseudo-LiDAR 기술, 자율주행 감지기술(Autonomous Driving Perception)