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khm159/README.md

Hi there 👋

안녕하세요. 김형민 입니다.

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

1. Publication

Google Scholar

2024

  • Hobeom Jeon, Hyungmin Kim, Dohyung Kim*, Jaehong Kim, "PASS-CCTV: Proactive Anomaly surveillance system for CCTV footage analysis in adverse environmental conditions.", Expert Systems With Applications, Elsevier, 2024. (IF 8.5)

2023

  • Kim, Hyungmin, 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

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.

2. 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).

3. 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).

4. Develop Project in the Job

4.1 Development of the CCTV abnormal event detection system.

2021.09 ~ 2022.12

This project is performed for the KISA Intelligence CCTV Certification

KISA 지능형 CCTV 공인인증 7항목(배회, 침입, 유기, 방화, 쓰러짐, 싸움) 동시 획득 완료(2022.12.21)

Violence

violence1 violence2

Falldown

falldown1 falldown2

Loitering

loitering

Intrusion

inttrusion

5. Project in personal

기술 데모용 프로그램 입니다.

6. Contact

Pinned Loading

  1. jaccard-vector-similarity jaccard-vector-similarity Public

    this is unofficial implementation of Jaccard Vector Similarity

    Jupyter Notebook 2