AI-based Holography

AI-based Holography Processing Platform

    • AI-based CGH를 위한 입체영상 획득 테스트 베드 구축

    • 홀로그래픽 콘텐츠 획득을 위한 딥러닝 트레이닝 데이터 및 DB

    • 3차원 입체 영상 데이터의 홀로그램으로 변환알고리즘

    • 홀로그램에 최적화된 이미지기반 3차원 입체데이터 획득 딥러닝 알고리즘

    • 딥러닝 학습을 통한 홀로그램 고속 획득 알고리즘

    • 홀로그램 고속 획득 딥러닝 알고리즘의 최적화 및 다양한 학습 데이터

    • 딥러닝 기반의 Super-Resolution (SR) 알고리즘 개발

    • 홀로그램을 재현 환경의 특성에 맞게 변환할 수 있는 딥러닝 알고리즘발


Deep Learning-based Hologram Generation

    • New learning and inferring model that generates digital holograms using deep neural networks

    • The generative adversarial network-based a deep neural network for the computer-generated hologram

    • Deep learning-based methodology for optical phenomenon such as interference

    • Training methodology for generating fringe patterns

    • Generality and high-accuracy of the proposed neural network model

    • New perspective and solution for the next-generation optical system



Deep Learning-based Hologram Watermarking

    • New deep learning method for digital watermarking

    • Multiple neural network including attacks

    • Hologaphic deep learning methodology with reconstruction in training

    • Re-training method for week robustness of hologram watermarking