Journal

Minseon Gwak+, Jong Pil Yun+, Ji Yun Lee, Sang-Sun Han, PooGyeon Park*, Chena Lee*, "Attention‑guided jaw bone lesion diagnosis in panoramic radiography using minimal labeling effort," Scientific Reports, 14:4981, 2024. (+ equally contributed)

Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, WooSang Shin, Sang Woo Kim*, "Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data," Journal of Industrial Information Integration, Vol.38, 100559, 2024.

Taehan Lee+, WooSang Shin+, Jong-Hyeon Lee, Sangmoon Lee, Han-Gyeol Yeom*, Jong Pil Yun*, "Resolving the Non-uniformity in the Feature Space of Age Estimation: A Deep Learning Model Based on Feature Clusters of Panoramic Images." Computerized Medical Imaging and Graphics, 102329, 2024. (+ equally contributed)

Iljeok Kim, Juwon Na, Jong Pil Yun*, and Seungchul Lee*, "Deep Feature Selection Framework for Quality Prediction in Injection Molding Process," IEEE Transactions on Industrial Informatics, Vol. 20(1), 503-512, 2024.

Han‑Gyeol Yeom, Byung‑Do Lee, Wan Lee, Taehan Lee*, and Jong Pil Yun*, "Estimating chronological age through learning local and global features of panoramic radiographs in the Korean population," Scientific Reports, 13:21857, 2023.

Minseon Gwak, Min Su Kim, Jong Pil Yun, and PooGyeon Park*, "Robust and explainable fault diagnosis with power-perturbation-based decision boundary analysis of deep learning models," IEEE Transactions on Industrial Informatics, Vol.19 (5), 6982-6992, 2023.

Hyeyeon Choi+, Jong Pil Yun+, Ari Lee, Sang‑Sun Han, Sang Woo Kim*, and Chena Lee*, "Deep learning synthesis of cone‑beam computed tomography from zero echo time magnetic resonance imaging," Scientific Reports, 123:6031, 2023.  (+ equally contributed)

Seung Hyun Jeong, Sang Heon Lee, Hong-In Won*, "Development of microcatheter tube extrusion angle estimation system using convolutional neural network segmentation," Scientific Reports, 13: 18468, 2023

Ji-Wook Kim, Hong-In Won, Dong-Yong Park, In-Jae Kim, Jin-Woo Lee, Kyung-Duk Kim, Yoojeong Noh, Jin-Seok Jang*, "Study on Stochastic and Autoregressive Time Series Forecasting for Hydrogen Refueling Station," IEEE Access, 2023

Min Su Kim, Jong Pil Yun, PooGyeon Park*, "Deep Learning-based Explainable Fault Diagnosis Model with an Individually Grouped 1D Convolution for 3-axis Vibration Signals," IEEE Transactions on Industrial Informatics, Vol.18 (12), 8807-8817, 2022.

Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, Sang Woo Kim*, "Attention-based Multimodal Image Feature Fusion Module for Transmission Line Detection," IEEE Transactions on Industrial Informatics, Vol.18 (11), 7686-7695, 2022

Seung Hyun Jeong, Min Woo Woo, Dong Sun Shin, Han Gyeol Yeom, Hun Jun Lim, Bong Chul Kim*, Jong Pil Yun*, "Three-dimensional postoperative results prediction for orthognathic surgery through deep learning-based alignment network," Journal of Personalized Medicine, Vol. 12(6), 998, 2022

Ji-Wook Kim, Dong-Yul Kim, Hong-In Won, Yoo-Jeong Noh, Dae-Cheol Ko, Jin-Seok Jang*, "Approximation Model Development and Dynamic Characteristic Analysis Based on Spindle Position of Machining Center," Materials, Vol.15 (20), 7158, 2022

Se-Kyung Park, Jun-Kyu Park, Hong-In Won, Seung-Hwan Choi, Chang-Hyun Kim, Suwoong Lee*, Min Young Kim*, "Three-Dimensional Foot Position Estimation Based on Footprint Shadow Image Processing and Deep Learning for Smart Trampoline Fitness System," Sensors (Basel), Vol.22 (18), 6922, 2022

Seung Hyun Jeong, Min Woo Woo, Gyogwon Koo, Jong-Hak Lee, Jong Pil Yun*, "Automatic brittle fracture ratio estimation using convolutional neural network regression based on classmap regulation," IEEE Access, Vol. 9, 136552-136560, 2021

Hae Gwang Park, Jong Pil Yun, Min Young Kim, Seung Hyun Jeong*, "Multi-channel Object Detection for Detecting Suspected Trees with Pine Wilt Disease Using Multispectral Drone Imagery," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, 8350-8358, 2021

Byung Su Kim+, Han Gyeol Yeom+, Jong Hyun Lee, Woo Sang Shin, Jong Pil Yun, Seung Hyun Jeong, Jae Hyun Kang, See Woon Kim, and Bong Chul Kim*, "Deep learning-based prediction of paresthesia after third molar extraction: a preliminary study," Diagnostics, Vol 11, 1572, 2021, (+ equally contributed)

Ari Lee+, Min Su Kim+, Sang-Sun Han, PooGyeon Park, Chena Lee*, Jong Pil Yun*, "Deep learning neural networks to differentiate Stafne’s bone cavity from pathological radiolucent lesions of the mandible in heterogeneous panoramic radiography," PLoS ONE, Vol 16(7), e0254997, 2021. (+ equally contributed)

Min Su Kim, Jong Pil Yun, PooGyeon Park*, "An explainable neural network for Fault Diagnosis with a frequency activation map," IEEE Access, Vol 9, 98962 - 98972, 2021

Young Jung, Taehan Lee, Jiyoon Oh, Byung-Geon Park, Jong Soo Ko, Hyeok Kim, Jong Pil Yun*, and Hanchul Cho*, "Linearly Sensitive Pressure Sensor Based on a Porous Multistacked Composite Structure with Controlled Mechanical and Electrical Properties" ACS Applied Materials & Interfaces, Vol. 13(24), 28975-28984, 2021

Seung Hyun Jeong+, Jong Pil Yun+, Han-Gyeol Yeom, Hwi Kang Kim, and Bong Chul Kim*, "Deep-Learning-Based Detection of Cranio-Spinal Differences between Skeletal Classification Using Cephalometric Radiography" Diagnostics, Vol. 11(4), 591, 2021, (+ equally contributed)

WooSang Shin+, Han-Gyol Yeom+, Ga Hyung Lee, Jong Pil Yun, Seung Hyun Jeong, Jong Hyun Lee, Hwi Kang Kim, and Bong Chul Kim*, "Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals," BMC Oral Health 21, 130, 2021, (+ equally contributed)

Min Su Kim, Jong Pil Yun*, PooGyeon Park*, "An Explainable Convolutional Neural Network for Fault Diagnosis in Linear Motion Guide," IEEE Transactions on Industrial Informatics, Vol 17(6), 4036-4045, 2021

Gyogwon Koo, Jong Pil Yun, Hyeyeon Choi, Sang Woo Kim*, "Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number," Expert Systems with Applications, 168, 114377, 2021

Su-Jin Jeon+, Jong Pil Yun+, Han-Gyeol Yeom, Woo-Sang Shin, Jong-Hyun Lee, Seung-Hyun Jeong, Min-Seock Seo*, "Deep-learning for predicting C-shaped canals in mandibular second molars on panoramic radiographs," Dentomaxillofacial Radiology, Vol 50(5), 20200513, 2021, (+ equally contributed)

Jeong-Hun Yoo+, Han-Gyeol Yeom+, WooSang Shin, Jong Pil Yun, Jong-Hyun Lee, Seung-Hyun Jeong, Hun Jun Lim, Jun Lee, and Bong Chul Kim*, "Deep learning based prediction of extraction difculty for mandibular third molars," Scientific Reports, 11, 1954, 2021, (+ equally contributed)

Seung Hyun Jeong+, Jong Pil Yun+, Han-Gyeol Yeom, Hun Jun Lim, Jun Lee, Bong Chul Kim*, "Deep learning based discrimination of soft tissue profiles requiring orthognathic surgery by facial photographs," Scientific Reports, 10, 16235, 2020, (+ equally contributed)

Jong Pil Yun*, Woosang Crino Shin, Gyogwon Koo, Min Su Kim, Chungki Lee, Sang Jun Lee, "Automated defect inspection system for metal surfaces based on deep learning and data augmentation," Journal of Manufacturing Systems, Vol. 55, 317-324, 2020

Moon-Jo Kim, Jong Pil Yun, Ji-Ba-Reum Yang, Seung-Jun Choi, DongEung Kim*, "Prediction of the Temperature of Liquid Aluminum and the Dissolved Hydrogen Content in Liquid Aluminum with a Machine Learning Approach," Metals, Vol. 10(3), 330, 2020

Gyogwok Koo, Crino Shin, Hyeyeon Choi, Jong-Hak Lee, Sang Woo Kim*, Jong Pil Yun*, "Automated brittle fracture rate estimator for steel property evaluation using deep learning after drop-weight tear test," IEEE Access, Vol. 7, 145095-145103, 2019

Sang Jun Lee, Sang Woo Kim, Wookyong Kwon, Gyogwon Koo, Jong Pil Yun*, " Selective distillation of weakly annotated GTD for vision-based slab identification system," IEEE Access, Vol. 7, 23177-23186, 2019

Jong Pil Yun, Sang Jun Lee, Gyogwon Koo, Crino Shin, Chang Hyun Park*, "Automatic defect inspection system for steel products with exhaustive dynamic encoding algorithm for searches," Optical Engineering, Vol. 58, No. 2, 023107, 2019

Gyogwon Koo, Jong Pil Yun, Sang Jun Lee, Hyeyeon Choi, Sang Woo Kim*, " End-to-end Billet Identification Number Recognition System," ISIJ International, Vol. 59,  98-103, 2019

Sang Jun Lee, Jong Pil Yun, Gyogwon Koo, Sang Woo Kim*, "End-to-end recognition of slab identification numbers using a deep convolutional neural network," Knowledge-Based Systems, Vol. 132, 1-10, 2017

Hong-In Won*, M. Ercan Altinsoy, "Effect of Auditory Feedback on Tactile Intensity Perception in a Touchscreen Application," IEEE Trans Haptics, Vol.13(2), 343-353, 2020

이준하, 원홍인, 김병학*, "다중 도메인 데이터 기반 구별적 모델 예측 트레커를 위한 동적 탐색 영역 특징 강화 기법", 대한임베디드공학회논문지, Vol. 16, No.6, 323-330, 2021

원홍인*, 정승현, 장진석, 윤종필, "피드백 진동의 심층학습 기반 원단 분류 기술의 시험 및 평가", 대한임베디드공학회논문지, Vol.16, No.2, 43-49, 2021

윤종필*, 김민수, 구교권, 신우상, "전이 학습과 진동 신호를 이용한 설비 고장 진단 및 분석", 대한임베디드공학회논문지, Vol.14, No.6, 287-294, 2019