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Artificial Intelligence

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πŸ“œ
Research Paper
Title
Year
Venue
Tag
Authors
URL
Authors in Korean
DOI/UCI
Date
Evaluation of thermal control based on spatial thermal comfort with reconstructed environmental data
Open
2025
Journal of Building Engineering
Digital Twin
Artificial Intelligence
Explainable AI
YoungkyuΒ Kim,Β ByounghyunΒ Yoo,Β Ji YoungΒ Yun,Β HyeokminΒ Lee,Β SehyeonΒ Park,Β Jin WooΒ Moon,Β Eun JiΒ Choi
https://doi.org/10.1016/j.jobe.2025.114512
κΉ€μ˜κ·œ, μœ λ³‘ν˜„, μœ€μ§€μ˜, 이혁민, λ°•μ„Έν˜„, λ¬Έμ§„μš°, μ΅œμ€μ§€
10.1016/j.jobe.2025.114512
2025/12/01
Real-Time Reconstruction of Ground Motion During Small Magnitude Earthquakes: A Pilot Study
Open
2025
Soil Dynamics and Earthquake Engineering
Digital Twin
Artificial Intelligence
Explainable AI
Youngkyu Kim, Qingkai Kong, Youngsoo Choi, Arben Pitarka, Byounghyun Yoo
https://doi.org/10.1016/j.soildyn.2025.109707
κΉ€μ˜κ·œ, Qingkai Kong, 졜영수, Arben Pitarka, μœ λ³‘ν˜„
10.1016/j.soildyn.2025.109707
2025/12/01
μ‚¬μš©μž μ‹œμ  μ€‘μ‹¬μ˜ 지속가λŠ₯ν•œ μ›Ή 기반 XR λΌμ΄ν”„λ‘œκΉ… 방법
Open
2025
ν•œκ΅­CDEν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ
XR
Artificial Intelligence
WebXR
Webizing
Digital Twin
Sehoon Kim, Kunyeol Na, Byounghyun Yoo
κΉ€μ„Έν›ˆ, λ‚˜κ±΄μ—΄, μœ λ³‘ν˜„
2025/08/20 β†’ 2025/08/22
πŸ†Β λΆˆν™•μ‹€μ„± 기반 3D Gaussian Splatting을 ν™œμš©ν•œ 3D Mesh μž¬κ΅¬μ„±
Open
2025
ν•œκ΅­CDEν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ
XR
Artificial Intelligence
Seobin Park, Ji Hyun Seo, Byounghyun Yoo, Jisoo Kim
λ°•μ„œλΉˆ, μ„œμ§€ν˜„, μœ λ³‘ν˜„, κΉ€μ§€μˆ˜
2025/08/20 β†’ 2025/08/22
깊이 기반 퓨전을 μ΄μš©ν•œ κ°€μš°μ‹œμ•ˆ μŠ€ν”Œλž«κ³Ό λ©”μ‰¬μ˜ μ‹€μ‹œκ°„ ν•˜μ΄λΈŒλ¦¬λ“œ λ Œλ”λ§
Open
2025
ν•œκ΅­CDEν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ
XR
Artificial Intelligence
WebXR
Webizing
Digital Twin
Remote Collaboration
Sehyeon Park, Yechan Yang, Myeongseong Kim, Byounghyun Yoo
λ°•μ„Έν˜„, μ–‘μ˜ˆμ°¬, κΉ€λͺ…μ„±, μœ λ³‘ν˜„
2025/08/20 β†’ 2025/08/22
Granular and Explainable Human Activity Recognition through Sound Segmentation and Deep Learning
Open
2025
Journal of Computational Design and Engineering
Artificial Intelligence
Explainable AI
Activity Recognition
Jisoo Kim, Byounghyun Yoo
https://doi.org/10.1093/jcde/qwaf075
κΉ€μ§€μˆ˜, μœ λ³‘ν˜„
10.1093/jcde/qwaf075
2025/08/01
Gappy 데이터 볡원을 ν†΅ν•œ 곡간 기반 μ—΄μΎŒμ  ν‰κ°€μ˜ 정확도 ν–₯상
Open
2024
ν•œκ΅­CDEν•™νšŒ 논문집
Artificial Intelligence
Digital Twin
Data Reconstruction
Eun Ji Choi, Youngkyu Kim, Jin Woo Moon, Byounghyun Yoo
https://doi.org/10.7315/CDE.2024.506
μ΅œμ€μ§€, κΉ€μ˜κ·œ, λ¬Έμ§„μš°, μœ λ³‘ν˜„
2024/12/01
Deep learning approach for dysphagia detection by syllable-based speech analysis with daily conversations
Open
2024
Scientific Reports
Explainable AI
Artificial Intelligence
Digital Twin
IoT
Rehabilitation
Seokhyeon Heo, Kyeong Eun Uhm, Doyoung Yuk, Bo Mi Kwon, Byounghyun Yoo, Jisoo Kim, Jongmin Lee
https://doi.org/10.1038/s41598-024-70774-z
ν—ˆμ„ν˜„, 엄경은, μœ‘λ„μ˜, ꢌ보미, μœ λ³‘ν˜„, κΉ€μ§€μˆ˜, 이쒅민
10.1038/s41598-024-70774-z
2024/08/31
Gappy AE: A nonlinear approach for Gappy data reconstruction using auto-encoder
Open
2024
Computer Methods in Applied Mechanics and Engineering
Data Reconstruction
Artificial Intelligence
Digital Twin
Youngkyu Kim, Youngsoo Choi, Byounghyun Yoo
https://doi.org/10.1016/j.cma.2024.116978
κΉ€μ˜κ·œ, 졜영수, μœ λ³‘ν˜„
10.1016/j.cma.2024.116978
2024/06/01
πŸ†Β λΉ„μ „ 기반 μ•ˆλ©΄ νŠΉμ§•μ  κ²€μΆœμ„ μ΄μš©ν•œ μ‹€μ‹œκ°„ μ•ˆλ©΄λ§ˆλΉ„ μžλ™ 진단
Open
2024
ν•œκ΅­CDEν•™νšŒ λ™κ³„ν•™μˆ λŒ€νšŒ
Computer Vision
Rehabilitation
Taewon Yang, Kunyeol Na, Byounghyun Yoo
μ–‘νƒœμ›, λ‚˜κ±΄μ—΄, μœ λ³‘ν˜„
2024/01/31 β†’ 2024/02/01
ν•œΒ·μ˜ λ¬Έμ„œμ˜ λ²ˆμ—­ ν’ˆμ§ˆ 비ꡐ 연ꡬ: Topic Modeling을 ν†΅ν•œ λΉˆλ„ 및 λ¬Έλ§₯ 기반의 ν‚€μ›Œλ“œ 뢄석
Open
2024
ν•œκ΅­CDEν•™νšŒ λ™κ³„ν•™μˆ λŒ€νšŒ
Artificial Intelligence
Explainable AI
Hyeokmin Lee, Byounghyun Yoo
이혁민, μœ λ³‘ν˜„
2024/01/31 β†’ 2024/02/01
μΈνŽ˜μΈνŒ… κΈ°μˆ μ„ ν™œμš©ν•œ NeRFμ—μ„œ 객체 제거
Open
2024
ν•œκ΅­CDEν•™νšŒ λ™κ³„ν•™μˆ λŒ€νšŒ
Artificial Intelligence
Virtual Reality
Computer Vision
Ji Hyun Seo, Byounghyun Yoo
μ„œμ§€ν˜„, μœ λ³‘ν˜„
2024/01/31 β†’ 2024/02/01
지진원 인자 결정을 μœ„ν•œ 비지도 ν•™μŠ΅ 기반 지진 데이터 볡원
Open
2024
ν•œκ΅­CDEν•™νšŒ λ™κ³„ν•™μˆ λŒ€νšŒ
Artificial Intelligence
Explainable AI
Digital Twin
Machine Learning
Data Reconstruction
Youngkyu Kim, Qingkai Kong, Youngsoo Choi, Byounghyun Yoo
κΉ€μ˜κ·œ, Qingkai Kong, Youngsoo Choi, μœ λ³‘ν˜„
2024/01/31 β†’ 2024/02/01
πŸ†Β μΈνŽ˜μΈνŒ…μ„ ν™œμš©ν•œ NeRFλ‘œλΆ€ν„° 객체 제거 μž₯λ©΄ μž¬κ΅¬μ„±
Open
2023
ν•œκ΅­CDEν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ
Artificial Intelligence
Computer Vision
Image-based Modeling
XR
Virtual Reality
Ji Hyun Seo, Byounghyun Yoo
μ„œμ§€ν˜„, μœ λ³‘ν˜„
2023/08/23 β†’ 2023/08/26
디지털 νŠΈμœˆμ„ μœ„ν•œ ν‹ˆμ΄ μžˆλŠ” λ°μ΄ν„°μ˜ 비지도 ν•™μŠ΅ 기반 볡원
Open
2023
ν•œκ΅­CDEν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ
Digital Twin
Artificial Intelligence
Machine Learning
Explainable AI
Data Reconstruction
Youngkyu Kim, Youngsoo Choi, Byounghyun Yoo
κΉ€μ˜κ·œ, 졜영수, μœ λ³‘ν˜„
2023/08/23 β†’ 2023/08/26
Abusive Activity Detection with Multi-Modality Based on Convolutional Neural Network
Open
2023
IEEE International Conference on Acoustics, Speech and Signal Processing
Artificial Intelligence
Digital Twin
Jisoo Kim, Hyebin Ahn, Byounghyun Yoo
https://doi.org/10.1109/ICASSP49357.2023.10095412
κΉ€μ§€μˆ˜, μ•ˆν˜œλΉˆ, μœ λ³‘ν˜„
10.1109/ICASSP49357.2023.10095412
2023/06/04 β†’ 2023/06/10
COVID-Beat: a low-cost breath monitoring approach for people in quarantine during the pandemic
Open
2022
Journal of Computational Design and Engineering
IoT
Digital Twin
Machine Learning
Muhammad Atif, Shapna Muralidharan, Heedong Ko, Byounghyun Yoo
https://doi.org/10.1093/jcde/qwac037
Muhammad Atif, Shapna Muralidharan, 고희동, μœ λ³‘ν˜„
10.1093/jcde/qwac037
2022/05/23
세그넷을 μ΄μš©ν•œ 인간 ν™œλ™ μ†Œλ¦¬ λΆ„ν• 
Open
2022
ν•œκ΅­μ •λ°€κ³΅ν•™νšŒ μΆ˜κ³„ν•™μˆ λŒ€νšŒ
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Chanhyuk Lee, Byounghyun Yoo
κΉ€μ§€μˆ˜, λ¬Έμ§€μ˜, 이찬혁, μœ λ³‘ν˜„
2022/05/11 β†’ 2022/05/13
인곡 신경망 κΈ°λ°˜μ†Œλ¦¬ 인식을 ν†΅ν•œ 인간 ν™œλ™ 인식
Open
2022
ν•œκ΅­CDEν•™νšŒ λ™κ³„ν•™μˆ λŒ€νšŒ
IoT
Artificial Intelligence
Explainable AI
Jisoo Kim, Jee Young Moon, Byounghyun Yoo
κΉ€μ§€μˆ˜, λ¬Έμ§€μ˜, μœ λ³‘ν˜„
2022/02/09 β†’ 2022/02/12
Effectiveness of rough initial scan for high-precision automatic 3D scanning
Open
2021
Journal of Computational Design and Engineering
3D Scanning
Computer Vision
Machine Learning
Robotics
Digital Twin
Ji Hyun Seo, Inhwan Dennis Lee, Byounghyun Yoo
https://doi.org/10.1093/jcde/qwab049
μ„œμ§€ν˜„, μ΄μΈν™˜, μœ λ³‘ν˜„
10.1093/jcde/qwab049
2021/09/15
Wi-ESPβ€”A tool for CSI-based Device-Free Wi-Fi Sensing (DFWS)
Open
2020
Journal of Computational Design and Engineering
IoT
Digital Twin
Machine Learning
Muhammad Atif, Shapna Muralidharan, Heedong Ko, Byounghyun Yoo
https://doi.org/10.1093/jcde/qwaa048
Muhammad Atif, Shapna Muralidharan, 고희동, μœ λ³‘ν˜„
10.1093/jcde/qwaa048
2020/10/13
Machine Assisted Video Tagging of Elderly Activities in K-Log Centre
Open
2020
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI)
Digital Twin
IoT
Artificial Intelligence
Computer Vision
Chanwoong Lee, Hyorim Choi, Shapna Muralidharan, Heedong Ko, Byounghyun Yoo, Gerard J. Kim
https://doi.org/10.1109/MFI49285.2020.9235269
이찬웅, 졜효림, Shapna Muralidharan, 고희동, μœ λ³‘ν˜„, κΉ€μ •ν˜„
10.1109/MFI49285.2020.9235269
2020/09/14 β†’ 2020/09/16
Automatic Pose Generation for Robotic 3-D Scanning of Mechanical Parts
Open
2020
IEEE Transactions on Robotics
Computer Vision
3D Scanning
Machine Learning
Robotics
Digital Twin
Inhwan Dennis Lee, Ji Hyun Seo, Young Min Kim, Jonghyun Choi, Soonhung Han, Byounghyun Yoo
https://doi.org/10.1109/TRO.2020.2980161
μ΄μΈν™˜, μ„œμ§€ν˜„, κΉ€μ˜λ―Ό, μ΅œμ’…ν˜„, ν•œμˆœν₯, μœ λ³‘ν˜„
10.1109/TRO.2020.2980161
2020/08/01
πŸ†Β κΈ°κ³„λΆ€ν’ˆμ˜ μžλ™ 3D μŠ€μΊλ‹μ„ μœ„ν•œ λΆ€λΆ„ μŠ€μΊ” λ°μ΄ν„°μ—μ„œμ˜ λ‹¨μœ„ 객체 인식
Open
2019
ν•œκ΅­CDEν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ
Computer Vision
3D Scanning
Machine Learning
Robotics
Digital Twin
Ji Hyun Seo, Inhwan Lee, Byounghyun Yoo
μ„œμ§€ν˜„, μ΄μΈν™˜, μœ λ³‘ν˜„
2019/08/19 β†’ 2019/08/22