Granted Patents

2023

• Kim, Jin Hyun.
  “망막 이미지 기반의 시력 속성 측정 방법 (Visual attribute measurement method based on retinal image using deep learning).”
  Korean Patent Application No. 10-2023-0013331.
  Korean Patent Registration No. 10-2873243.
  Status: Registered.
• Kim, Jin Hyun et al.
  “딥러닝 기반 검출 방법 (Deep learning-based detection method).”
  PCT Application No. PCT/KR2023/008178.
  Status: Registered.

2022

• Kim, Jin Hyun.
  “OCT 기반 딥러닝 안과 질환 진단 모델 학습 방법 (OCT-based deep learning model learning method for ophthalmic disease diagnosis).”
  Korean Patent Application No. 10-2022-0072515.
  Korean Patent Registration No. 10-2796505.
  Status: Registered.

2021

• Lee, Seong Jin (with Kim, Jin Hyun).
  “안구 이미지 기반 세포 배양 방법 및 장치 (Method and apparatus for culturing cells from eye images).”
  Korean Patent Application No. 10-2021-0083194.
  Korean Patent Registration No. 10-2476472.
  Status: Registered.

Pending Patents

2025

• Kim, Jin Hyun et al.
  “강화학습 기반의 적응형 제어기 (Adaptive controller based on reinforcement learning in injection molding using Model-free).”
  Korean Patent Application No. 10-2025-0164205.
  Status: Application completed.
• Kim, Jin Hyun et al.
  “곡률 기반 선행 거리 조절 시스템 (Curvature-based look-ahead distance control system).”
  Korean Patent Application No. 10-2025-0164207.
  Status: Application completed.

2024

• Kim, Jin Hyun.
  “IMU 센서를 이용한 위치 추정 방법 (Location estimation method using IMU sensors based on mathematical model).”
  Korean Patent Application No. 10-2024-0018624.
  Status: Application completed.
• Kim, Jin Hyun.
  “딥러닝 모델 학습 방법 (Deep learning model learning method).”
  Korean Patent Application No. 10-2024-0001334.
  Status: Application completed.

2023

• Kim, Jin Hyun et al.
  “컴퓨터 비전과 딥러닝을 사용한 자율주행 시스템 (Autonomous driving system using computer vision and deep learning).”
  PCT Application No. PCT/KR2023/020600.
  Status: Published.