🎓 Education / Experience

• • 03/2015 - 08/2022, Electrical Engineering and Computer Science, GIST, Gwangju, South Korea (Ph.D.)

  • 03/2013 - 02/2015, Information and Communications, GIST, Gwangju, South Korea (M.S.)

  • 03/2009 - 02/2013, Computer Science and Engineering, Chungnam National University, Daejeon, South Korea (B.S.)

👨‍💻 Research Interests

• • Multi-Object Tracking

  • Intelligent Video Surveillance

  • Background Subtraction

  • Sensor Fusion

📔 Publications / Patents

• • Publications

    • Y.Song, Y-C. Yoon, K. Yoon, H. Jang, N. Ha, and M. Jeon, "Multi-Object Tracking and Segmentation with Embedding Mask-based Affinity Fusion in Hierarchical Data Association", IEEE Access, vol. 10, pp. 60643-60657, May 2022 (2021 IF 3.476).

    • Y-C. Yoon, D. Kim, Y. Song, K. Yoon, and M. Jeon, "Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association", Information Sciences, vol. 561, pp. 326-351, Jun. 2021 (2020 IF:6.795).

    • K. Yoon, J. Gwak, Y. Song, Y-C. Yoon, and M. Jeon, "OneShotDA: Online Multi-Object Tracker With One-Shot-Learning-Based Data Association", IEEE Access, vol. 8, pp. 38060-38072, Feb. 2020 (2019 IF 3.745).

    • Y. Song, K. Yoon, Y-C. Yoon, K-C. Yow, and M. Jeon, "Online Multi-Object Tracking with GMPHD Filter and Occlusion Group Management", IEEE Access, vol. 7, pp. 165103-165121, Nov. 2019 (2018 IF 4.089).

    • K.Yoon, Y. Song, and M.Jeon, "Multiple hypothesis tracking algorithm for multi-target multi-camera tracking with disjoint views", IET Image Processing , Feb. 2018. (2017 IF 1.472).

    • Y. Song, Y-C. Yoon, K. Yoon, and M. Jeon, "Online and Real-Time Tracking with the GM-PHD Filter using Group Management and Relative Motion Analysis", IEEE AVSS 2018 Workshop on Traffic and Street Surveillance for Safety and Security, Nov. 27-30, Auckland, New Zealand.

    • Y-C. Yoon, A. Boragule, Y. Song, K. Yoon, and M. Jeon, "Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering", IEEE AVSS 2018, Nov. 27-30, Auckland, New Zealand.

    • Y-C. Yoon, Y. Song, K. Yoon, M. Jeon, "Online Multi-Object Tracking using Selective Deep Appearance Matching", International Conference on Consumer Electronics Asia (ICCE-Asia) , Jun. 24, 2018, Jeju, South Korea.

    • Y. Song and M. Jeon, "Online Multiple Object Tracking with the Hierarchically Adopted GM-PHD Filter using Motion and Appearance", The International Conference on Consumer Electronics (ICCE)-Asia, Oct. 26-28, 2016, Seoul, South Korea.

    • Y. Song, S. Noh, J. Yu, C. Park, and B. Lee, "Background Subtraction based on Gaussian Mixture Models using Color and Depth Information", The 3rd International Conference on Control, Automation and Information Sciences (ICCAIS), Dec. 2-5, 2014, Gwangju, South Korea.

    • Y. Song, S. Noh, and M. Jeon, "A New Performance Evaluation Software for Background Subtraction Algorithms", IEEE 18th International Symposium on Consumer Electronics (ISCE), Jun. 22-25, 2014, Jeju, South Korea.

    • 송영민, 장용준, 안호연, 홍유진, 한대영, 전문구. "실시간 수영장 이상 상황 인식 시스템 개발을 위한 다중 객체 검출, 추적, 및 행동 인식 기술의 응용", 한국정보과학회 (KSC), Dec., 2020.

    • 이윤관, 이주현, 전지원, 송영민, 전문구, "회전 불변의 자기지도적 물체 검출 ", 한국정보과학회 (KCS), Vol. 26, pp. 730-732, Dec., 2019, 평창.

    • 송영민, 전지원, 전문구, "기하정보를 이용한 손 포즈 추정 및 추적을 통한 손동작 인식 ", 대한전자공학회 학술대회, pp. 846-848, 2017, 인천.

    • 유종민, 송영민, 전문구, "역전파 신경망과 기상 데이터를 이용한 전력 수요 예측 방법", 한국정보과학회 (KIISE), Dec. 18-19, 2014, 평창.

    • 노승종, 송영민, 노경수, 전문구 "Codebook-GMM 모델을 이용한 배경제거 기법", 영상처리 및 이해에 관한 워크샵 (IPIU), Feb. 11-13, 제주.

  • Patent

    • 송영민, 전문구 "다중 객체 추적 방법", 국내 출원 번호 : 2017-0010488, 출원일자: 2017.01.23, 관리번호 IP16111603_KR_1, 등록번호: 10-1913648, 등록일자: 2018.10.25.