JUBI HWANG (황주비)

Education

• 2022.3 - Present        M.S. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea

• 2020.3 - 2022.2          B.S. (Dept. of Electrical & Electronic Engineering), Yonsei University, South Korea

Research Interests

• Multi-Object Tracking

• Multi-Target Multi-Camera Tracking

• Long-Tailed Recognition

• Contrastive Learning

Projects

• 2022.3 ~ Present
  with Electronics and Telecommunications Research Institute (ETRI)
  [Title] Development of AI-based cargo detection and tracking system in the distributed multi-camera environment

• Cargo Detection

• Online Multi-Object Tracking

• Online Multi-Target Multi-Camera Tracking

Publications

• International Journal

1. Jubi Hwang, Kyujin Shim, Kangwook Ko, Namkoo Ha, and Changick Kim. "Robust Multi-Object Tracking with Local Appearance and Stable Motion Models." IEEE Access (2023) (Multi-Object Tracking)
   <Link>: https://ieeexplore.ieee.org/document/10187121

2. Kyujin Shim, Kangwook Ko, Jubi Hwang, Hyunsung Jang, and Changick Kim. "Fast Online Multi-target Multi-camera Tracking for Vehicles." Applied Intelligence (2023) (Multi-Target Multi-Camera Tracking)
   <Link>: https://link.springer.com/article/10.1007/s10489-023-05081-7 

• Domestic Conference

  1. 황주비, 윤기범, 고강욱, 심규진, 조승연, 김창익, "도시 규모 교통 관리를 위한 다중 대상 다중 카메라 차량 추적 시스템", 대한전자공학회 하계학술대회, 제주,  Jul. 1, 2022. (Multi-Target Multi-Camera Tracking)
     <Link>: https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11132475

  2. 황주비, 구인용, 김창익, "대조 시각-언어 모델을 통한 롱테일 피부병변 인식", 대한전자공학회 추계학술대회, 경기, Nov. 24, 2023. (Long-Tailed Recognition) (Contrastive Learning)

  3. 심규진, 고강욱, 황주비, 김창익, "다중 물체 추적을 위한 의사 깊이 기반 특징 벡터 갱신 알고리즘", 대한전자공학회 추계학술대회, 경기, Nov. 24, 2023. (Multi-Object Tracking)

  4. 고강욱, 김희선, 심규진, 황주비, 김창익, "다중 물체 추적 트랜스포머에서의 특징 및 쿼리 혼합", 대한전자공학회 추계학술대회, 경기, Nov. 24, 2023. (Multi-Object Tracking)

Honors & Awards

• 2022년도 대한전자공학회 하계학술대회 현대자동차그룹 논문상