International journals

R2)   Kyung-Sun Lee, Jaejin Hwang, Jiyeon Ha, and Jinwon Lee, "Machine Learning-Enhanced Back Muscle Strength Prediction Considering Lifting Condition and Individual Characteristics", International Journal of Occupational Safety and Ergonomics, Under Review.

R1)     Jong-Hyun Lee, Du-Jin Park, Jaejin Hwang, Jinwon Lee, and Kyung-Sun Lee, “Based on Mediation Effect, Workplace Mental Health Characteristics of Korean Physical therapists during the COVID-19 Pandemic”, Safety and Health at Work, Under Review.

23)     Jinwon Lee, Kyung-Sun Lee, Jong-Hyun Lee, Jaejin Hwang, and Du-Jin Park, “Workplace Mental Health Characteristics of Korean Physical therapists during the COVID-19 Pandemic”, Work, Accepted.

22)      Jinwon Lee, Changmo Yeo, Sang-Uk Cheon, Jun Hwan Park, and Duhwan Mun, "BRepGAT: Graph neural network to segment machining feature faces in a B-rep model." Journal of Computational Design and Engineering 10.6 (2023): 2384-2400.

21)      Kwang Bin Yang, Jinwon Lee, and Jeongsam Yang, "Multi-class semantic segmentation of breast tissues from MRI images using U-Net based on Haar wavelet pooling." Scientific Reports 13.1 (2023): 11704.

20)      Seungeun Lim, Changmo Yeo, Fazhi He, Jinwon Lee, and Duhwan Mun, "Machining feature recognition using descriptors with range constraints for mechanical 3D models." International Journal of Precision Engineering and Manufacturing 24.10 (2023): 1865-1888.

19)      Hyunoh Lee, Jinwon Lee, Soonjo Kwon, Karthik Ramani, Hyung-gun Chi, and Duhwan Mun, "Simplification of 3D CAD Model in Voxel Form for Mechanical Parts Using Generative Adversarial Networks." Computer-Aided Design 163 (2023): 103577.

18)      Yoochan Moon, Seung-Tae Han, Jinwon Lee, and Duhwan Mun, “Extraction of Line Objects from Piping and Instrumentation Diagrams Using an Improved Continuous Line Detection Algorithm”, Journal of Mechanical Science and Technology, Vol. 37, No. 4, pp. 1959-1972, 2023.04.01. (http://doi.org/10.1007/s12206-023-0333-9)

17)      Kyung-Sun Lee, Jinwon Lee, and Jaejin Hwang, “A Research Trend of Ergonomics and Industrial Safety and Health: Semantic Network and Topic Analyses”, International Journal of Occupational Safety and Ergonomics, 2023. (http://doi.org/10.1080/10803548.2022.2157544).

16)      Jaejin Hwang, Du-Jin Park, Jinwon Lee, and Kyung-Sun Lee, “Evaluation of Ergonomic Risks for Work-Related Musculoskeletal Disorders in Nursing Common Tasks: Korean study”, International Journal of Occupational Safety and Ergonomics, 2023. (http://doi.org/10.1080/10803548.2022.2157123).

15)      Woolim Hong, Jinwon Lee, and Pilwon Hur, “Piecewise Linear Labeling Method for Speed-Adaptability Enhancement in Gait Phase Estimation”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022. (http://doi.org/10.1109/TNSRE.2022.3229220).

14)      Jinwon Lee, Hyunoh Lee, and Duhwan Mun, “3D convolutional neural network based on the voxel machining feature recognition with gradient-based visual explanations from CAD model”, Scientific Reports, 12 (1), pp. 1-14, 2022. (https://doi.org/10.1038/s41598-022-19212-6)

13)   Jeongho Han, Jinwon Lee, and Jeongsam Yang, “Development of a robot OLP system for the continuous motion control of a mandrel in the radial braiding process”, Journal of Mechanical Science and Technology, 36 (6), pp.3109-3117, 2022. (https://doi.org/10.1007/s12206-022-0542-7)

12)   Jinwon Lee, Changmo Yeo, Hyotae Kim, and Duhwan Mun, “Deep Learning-Based Digitalization of a Part Catalog Book to Generate Part Specification by a Neutral Reference Data Dictionary”, Computers in Industry, 139, 103665, 2022. (https://doi.org/10.1016/j.compind.2022.103665)

11)   Woolim Hong, Jinwon Lee, and Pilwon Hur, “Effect of Torso Kinematics on Gait Phase Estimation for Speed Adaptability”, Frontiers in Neurorobotics, 16, 2022. (https://doi.org/10.3389/fnbot.2022.807826)

10)   Hyunoh Lee, Jinwon Lee, and Duhwan Mun, "Dataset and method for deep learning-based reconstruction of 3D CAD models containing machining features for mechanical parts", Journal of Computational Design and Engineering, Vol. 9, No.1, pp.114-127, 2022. (https://doi.org/10.1093/jcde/qwab072)

09)   Jinwon Lee, Jaejin Hwang, and Kyung-Sun Lee, "Prediction and Comparison of Postural Discomfort Based on MLP and Quadratic Regression", Journal of Occupational Health, Vol. 63, No.1, e12292, 2021. (https://doi.org/10.1002/1348-9585.12292)

08)   Changmo Yeo, Byung Chul Kim, Sanguk Cheon, Jinwon Lee, and Duhwan Mun, "Machining feature recognition based on deep neural networks to support tight integration with 3D CAD systems", Scientific Reports, Vol. 11, 22147, 2021. (https://doi.org/10.1038/s41598-021-01313-3)

07)   Yoochan Moon, Jinwon Lee, Seungeun Lim, and Duhwan Mun, “Deep learning-based method to recognize line objects and flow arrows from image-format piping and instrumentation diagrams for digitalization.” Applied Intelligence, Vol. 11, No. 21, 10054, 2021. (https://doi.org/10.3390/app112110054)

06)   Young-Hwan Choi, Jinwon Lee, and Jeong Sam Yang, “Development of service parts recommendation system using clustering and classification of machine learning”, Expert Systems With Applications, Vol 188, 116084, 2022 (https://doi.org/10.1016/j.eswa.2021.116084).

05)   Jinwon Lee, Woolim Hong, and Pilwon Hur, “Continuous Gait Phase Estimation using LSTM for Robotic Transfemoral Prosthesis Across Walking Speeds”, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 2021 (https://doi.org/10.1109/TNSRE.2021.3098689).

04)   Jaejin Hwang, Jinwon Lee, and Kyung-Sun Lee, “A deep learning-based method for grip strength prediction: Comparison of multilayer perceptron and polynomial regression approaches”, PLOS One, 16(2), 2021 (https://doi.org/10.1371/journal.pone.0246870)

03)   Jinwon Lee, Sang-Uk Cheon, and Jeongsam Yang, “Connectivity-based Convolutional Neural Network for Classifying Point Clouds”, Pattern Recognition, Vol. 112, 2021 (https://doi.org/10.1016/j.patcog.2020.107708)

02)   Jinwon Lee, Hyeong-Gyu Lee, and Jeongsam Yang, “A rasterization method for generating exposure pattern images in optical maskless lithography”, Journal of Mechanical Science and Technology, Vol. 32, No. 5, pp. 2209–2218, 2018 (https://doi.org/10.1007/s12206-018-0431-2)

01)  Hyesung Jeon, Jinwon Lee, and Jeongsam Yang, “A touch-probe path generation method through similarity analysis between the feature vectors in new and old models”, Journal of Mechanical Science and Technology, Vol. 30, No. 10, pp. 4705-4716, 2016 (https://doi.org/10.1007/s12206-016-0941-8)

Domestic journals

2)      전혜성, 이진원, 양정삼, “인체부위 인식을 통한 깊이 카메라 기반의 자전거 피팅 시스템 개발”, 한국CAD/CAM학회논문집, Vol. 20, No. 4, pp. 375-384, (Dec 2015).

1)      이진원, 한정호, 양정삼, “실시간 휴먼 시뮬레이션을 위한 깊이 카메라 기반의 자세 판별 및 모션 보간”, 한국CAD/CAM학회논문집, Vol. 19, No. 1, pp. 68-79, (Mar 2014).