Education & Career

M.S. Dept. of Intelligent Mechatronics Engineering in Sejong University. 

• Mar.2023 - Feb.2025

B.S. Dept. of Intelligent Mechatronics Engineering in Sejong University.

• Mar.2017 - Feb.2023

Reasearch Projects

• 머신비전 임무별 영상특징 추출을 위한 딥러닝 모델 연구

  • Electronics and Telecommunications Research Institute (ETRI) , (Apr 2021 - Nov 2021)

• MPEG CDVA 기반 영상 검색 SW 구현

  • Electronics and Telecommunications Research Institute (ETRI) , (Apr 2022 ~ Nov 2022)

• MPEG CDVA 기반 다중 머신비전 임무 수행 SW 구현

  • Electronics and Telecommunications Research Institute (ETRI) , (Apr 2023 ~ Nov 2023)

Publications

2024

• Probabilistic Embedding with CLIP Representation for Weakly Supervised Temporal Action Localization

  • Under Review, [paper][code]

• VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression

  • Association for the Advancement of Artificial Intelligence (AAAI), [paper][code]

2023

• Simultaneous Video Retrieval and Alignment (SCIE)/IF. 3.367)

  • IEEE Access, [paper][code]

2022

• Exploring the Temporal Cues to Enhance Video Retrieval on Standardized CDVA (SCIE/IF. 3.367)

  • IEEE Access, [paper][code]

• Compression Method for MPEG CDVA Global Feature Descriptors (KCI)

  • Journal of Broadcast Engineering, [paper]

Patents

• Method and Apparatus for Simultaneous Video Retrieval and Alignment

  • 동시적인 비디오 검색 및 정렬 방법과 장치 (국내 : 10-2022-0087956, 해외 : 18072268)

• Method and Apparatus of Image Feature Descriptor Extracting For Searching Video

  • 비디오 검색을 위한 영상 특징 서술자 추출 방법 및 장치 (10-2022-0087969)

• Video Feature Descriptors Extraction Method and Apparatus for Video Searching 

  • 동영상 검색을 위한 동영상 특징 서술자 추출 방법 및 그 장치 (10-2022-0152725)

• Method and Apparatus of Extracting Video Feature Descriptors with Distractor Frame Suppression 

  • 방해자 프레임 억제를 적용한 비디오 특징 추출 방법 및 그 장치 ((10-2023-0177999)