Research Interest

• Computer Vision

• Machine & Deep Learning

• Video Representation Learning

• Multi-modal(Audio-visual) AI

• Implicit Neural Network

Required Skill

• Programming language : Python, C, C++

• AWS

• AI/ML

• SQL, ML Ops

Experience

• GS Neoteck, Cloud(AI/ML), Solutions Architect, Seoul, Korea, May.2024 - Now

• Graduate School of Advanced Imaging Science, Multimedia & Film, Chung-Ang University, Seoul, Korea

Research Assistant, Visual Intelligence Lab., Sep. 2021 - Aug. 2023. 

• Defense AI Education University's Military Specialized AI System and Core Talent Program , Ministry of Defense, Chung-Ang University, Seoul, Korea

Educational Assistant, Visual Intelligence Lab., Jug. 2022 - Aug. 2022. 

Education

• Graduate School of Advanced Imaging Science, Multimedia & Film, Chung-Ang University, Seoul, Korea
  M.S., Department of Image Science and Arts, Sep. 2021 - Aug. 2023
  Adviser : Prof. Jongwon Choi

• Tech University of Korea,Siheung, Korea
  Undergraduate Studnet., Micro/Nano Automation System Lab, Sep. 2018 - Feb. 2021
  Adviser : Prof. Jae-Hong Shim

• Tech University of Korea,Siheung, Korea
  B.S., Department of Mechatronics Engineering, Mar. 2015 - Feb. 2021

Publications

• International Paper 

  • SooHyun Park, HyoungJun Lim, Jongwon Choi, “Misaligned Audio-visual Video Detection for Video Representation Learning” (ICCV 2023, Submission)

  • HyoungJun Lim, Jooyoung Lee, SooHyun Park, Jongwon Choi,“Texture-Preserving Scenery Image Extrapolation via Graph-Based Patch Rearrangement” (AAAI 2024, Submission)

  • SooHyun Park, HyoungJun Lim, Jongwon Choi, “Detection of Videos with Audio- Visual Inconsistency for Video Representation Learning” (AAAI 2024, Submission)

  • HyoungJun Lim, Jooyoung Lee, SooHyun Park, Jongwook Choi, Jongwon Choi, "TPRNet: Texture PReserving Network for Realistic Scenery Image Extrapolation", (ICCV 2024, Submission)

• Domestic Paper 

  • Soohyun Park, and Jongwon Choi, “Study on Various Self-supervised Video Representation Learning Methods”, Moving Image and Technology (MINT), 2022.

  • Jongsu Youn, Soohyun Park, Jongwook Choi, and Jongwon Choi, "Deep Learning-based Video Retrieval with Audio-video Switching Network ", IEIE Summer Annual Conference, 2022 (Paper Award)

  • Soohyun Park, HyoungJun Lim, Jooyoung Lee and Jongwon Choi, ”Audio-visual Misaligned Detection for Video Representation Learning ”, IEIE Summer Annual Conference, 2023 (Oral Presentation, Paper Award) 

Awards & Honors

• Summer Annual Conference of IEIE, AI Graduate School President Award, Chung-Ang University  (2023)

• Summer Annual Conference of IEIE,  Award for Director of Imaging Science, Chung-Ang University  (2022)

• Robot Programming Contest, Third place, President, Tech University of Korea (2019)

• R-Biz Challenge, Zesus Industrial Robot Zero Mission Challenge, Second place(Korea Institute for Robot Industry Advancement Award),  Ministry of Trade, Industry and Energy(MOTIE)(2019)

• Robot Programming Contest, Third place, President, Tech University of Korea (2019)

• Robot Programming Contest, Third place, Department of Mechatronics Engineering, Tech University of Korea (2018)

Patent

• JP Patent 2023-220975 APPARATUS AND METHOD FOR VIDEO REPRESENTATION LEARNING (applied at Dec, 2023)

• KOR Patent 10-2624074 Apparatus and method for video representation learning (registered at Jan, 2024)

• KOR Patent 10-2023-0189564, Method and Apparatus for Extrapolating of Adaptive Image Through Graph-Based Patch Rearrangement, and Computer Program, (applied at Oct, 2023)

• KOR Patent 10-2590388 Apparatus and method for video content recommendation (registered at Oct, 2023)

Research Project 

• AI-based analysis optimization technology research / Sponsored by Hyundai Mobis (Apr. 2023 - Aug.2023)

• Improve CFD analysis accuracy and optimize hole shape / Sponsored by DOOSAN (Jun. 2023 - Feb.2024)

• Next generation AI for multi-purpose video search / Sponsored by IITP (Jul. 2021 - Mar. 2023)