Ju Young Hong
Ju Young Hong
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Robotics and Computer Vision Lab ( Sejong-RCV)
MS/PhD: Department of Intelligent Mechatronics Engineering, Sejong University, (2022.03~)
BS: School of Intelligent Mechatronics Engineering, Sejong University, (2018.03-2022.02)
Education 🏫
Education 🏫
M.S./ Ph.D Dept. of Intelligent Mechatronics Engineering , Sejong Univ. (Mar. 2022 ~ )
B.S. Dept. of Intelligent Mechatronics Engineering , Sejong Univ. (Mar. 2018 ~ Feb. 2022)
Publications 📚
Publications 📚
Causal Inference for Modality Debiasing in Multimodal Emotion Recognition,
Juyeon Kim*, Juyoung Hong*, and Yukyung Cho
Applied Sciences, Dec 2024. [PDF]
Overcoming Overconfidence for Active Learning,
Yujin Hwang, Won Jo, Juyoung Hong, Yukyung Choi,
IEEE Access, Aug. 2024. [PDF]
Survey on Emotion Recognition Databases,
Juyoung Hong, Yujin Hwang, Gwang Jin Lee, Yukyung Choi,
IEEE International Conference on Control, Automation and System (ICCAS), Nov 2022. [PDF]
Depressive Symptoms feature-based Machine Learning Approach to Predict Depression using Smartphone,
Juyoung Hong, Jiwon Kim, Sunmi Kim, Jaewon Oh, Deokjong Lee, San Lee, Jinsun Uh, Juhong Yoon, Yukyung Choi,
Healthcare, June 2022. [PDF]
Automatic Depression Prediction using Screen Lock/Unlock Data on the Smartphone,
Jiwon Kim, Juyoung Hong, Yukyung Choi,
IEEE International Conference on Ubiquitous Robots (UR), July 2021. [PDF]
Research Projects 🔍
Research Projects 🔍
Development of multimodal data input-based search augmentation generation technology
Institute of Information & Communications Technology Planning & Evaluation(IITP)
Sep. 2024 ~
Dark data analysis technology for data scale and accuracy improvement
Institute of Information & Communications Technology Planning & Evaluation(IITP)
Jan. 2022 ~ Dec. 2024
Development of emotion recognition/generation-based interacting edge device technology for mental health care
Institute of Information & Communications Technology Planning & Evaluation(IITP)
Jan. 2022 ~ Dec. 2023
Development of HW/SW platform for interactive self-monitoring in real-time addressing the mental health problems based on brain-cognitive behavioral data
Institute of Information & Communications Technology Planning & Evaluation (IITP)
Mar. 2021 ~ Dec. 2021.
Patents & SW 🗂️
Patents & SW 🗂️
Method and apparatus for open-vocabulary scene graph generation based on deep learning
[출원] 딥러닝 기반 개방형 어휘 장면 그래프 생성 방법 및 그 장치 (10-2025-0048046), Apr. 2025
Method and apparatus for multimodal emotion recognition with modality bias removal
[출원] 모달리티 편향을 제거한 멀티모달 감정 인식 방법 및 그 장치 (10-2025-0034504), Mar. 2025
Active learning method and apparatus for deep learning model
[등록] 딥러닝 모델의 능동적 학습 방법 및 그 장치 (10-2753547), Jan. 2025
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