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  • University of Science and Technology in Korea
  • 대전

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

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khm159/README.md

Research Interest

  • Action Recognition/Detection

  • Abnormal Behavior Detection System

  • Domain Adaptation/Generalization

  • Task Planning for Embodied Agent

  • Task Planning

News.

2024

2023

  • 23.10.09 국제 특허(중국) 1건 출원

  • 23.10.02 국제 특허(미국) 1건 출원

  • 23.05.17 국내 특허 1건 출원

2022

Awards

1. Patent

  • APPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTIONAPPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTION, CHINA, 출원 (23.10.08)

  • APPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTIONAPPARATUS AND METHOD FOR INTEGRATED ANOMALY DETECTION, US, 출원 (23.10.02)

  • 통합형 이상 상황 탐지 방법 및 장치통합형 이상 상황 탐지 방법 및 장치, 출원 (23.05.17)

2. Publication

Google Scholar

2024

  • Hyungmin Kim,Hobeom Jeon, Dohyung Kim*, and Jaehong Kim, "Elevating Urban Surveillance: A Deep CCTV Monitoring System for Detection of Anomalous Events via Human Action Recognition.", Sustainable Cities and Society, Elsevier, 2024. (IF 10.5 @ 2023, Q1 (98.37%))

  • Hobeom Jeon, Hyungmin Kim, Dohyung Kim*, and Jaehong Kim, "PASS-CCTV: Proactive Anomaly surveillance system for CCTV footage analysis in adverse environmental conditions.", Expert Systems With Applications, Elsevier, 2024. (IF 7.5 @ 2023, Q1 (94.8%))

2023

  • Hyungmin Kim, et al. "A simple baseline for domain generalization of action recognition and a realistic out-of-domain scenario.", 2023 20th International Conference on Ubiquitous Robots (UR). 2023.

2022

  • Hobeum jeon, Hyungmin Kim, Dohyung Kim*, Jaehong Kim, "Zero-shot Fire And Arson Detection Using Textual Descriptions.", International Conference on ICT Convergence (ICTC), 2022.

  • Hyungmin Kim et al., "Lightweight framework for the violence and falling-down event occurrence detection for surveillance videos.", International Conference on ICT Convergence (ICTC), 2022.

  • 김형민 외., "일상 행동 분류를 위한 멀티 모달 행동 인식 모델 특징맵 융합 방법", 정보기술융합공학논문지 [KCI 등재지]

2021

  • Hyungmin Kim et al., "Various-Level Spatio-Temporal Alignment for Cross-Domain Action Recognition.", International Conference on Robot Intelligence Technology Applications (RiTA), 2021, pp.323-335.

  • Hyungmin Kim et al., "Learning Multi-modal Attentional Consensus in Action Recognition for Elderly-Care Robots.", 2021 18th International Conference on Ubiquitous Robots (UR), 2021, pp.308-313

  • 김형민 외, "서비스 로봇을 위한 멀티 모달 주의 융합 기반 행동 인식.", 한국로봇종합학회(KROC) 특별세션., 2021.

3. Job Experience

etri

  • 2020.09 ~ current : UST student researcher, Electronics and Telecommunications Research Institute(ETRI).

etri

  • 2020.01 ~ 2020.02 : Student Intern, Electronics and Telecommunications Research Institute(ETRI).

4. Education

ust

  • 2022.09 ~ current : Phd. candidate, Artificial Intelligence, Korea National University of Science and Technology (UST).

ust

  • 2020.09 ~ 2022.09 : Master degree, Artificial Intelligence, Korea National University of Science and Technology (UST).

tukorea

  • 2013.03 ~ 2020.02 : Bachelor degree, Mechatronics, Tech University of Korea(TUKorea).

5. Technology Transfer

  • 기술이전 누계액 : 1억원

  • 2024.08.17. 지능형 영상 감시를 위한 휴먼 이상 행동 인식 기술, 5000 만원

  • 2024.08.12. 지능형 영상 감시를 위한 휴먼 이상 행동 인식 기술, 5000 만원

6. Develop Project in the Job

6.1 Development of the CCTV abnormal event detection system.

2021.09 ~ 2022.12

This project is performed for the KISA Intelligence CCTV Certification

Violence

violence1 violence2

Falldown

falldown1 falldown2

Loitering

loitering

Intrusion

inttrusion

7. Contact

[email protected] [email protected]

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