Intergrating PRPD Imaging with LSTM Networks for Enhenced Partial Discharge Prediction

Beomjun Kim, Minjun Song, ChangJoon Park, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

A Comparative Study of Deep Learning Models in Diagnosing Partial Discharge via PRPD Patterns

Changjoon Park, Beomjun Kim, Jaehyun Lee, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

Convolutional Neural Networks in PRPD Pattern Recognition for Partial Discharge Diagnosis

Namjung Kim, Minjun Song, Junhwi Park, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Institute of information and Communication Engineering , October 27. 2023

Feature Ensemble-based Wolff Parkinson White Syndrom Classification through ECG

Gyutae Oh, Inki Kim, Beomjun Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

One-Class Classificatioin based on Recorded Mouse Activity for Detecting Abnormal Game Users

Minjun Song, Inki Kim, Beomjun Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

Research on Pothole Detection using Feature-Level Ensemble of Pretrained Deep Learning Models

Yeun Shin, Inki Kim, Beomjun Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

Attention Modules for improving Cough Detecton Performance based on Mel-Spectogram

Changjoon Park, Inki Kim, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2023

Performance Analysis of Object Detection Method for Railway Track Equipment Based on YOLO

Junhwi Park, Changjoon Park, Namjung Kim, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , July 14. 2023

Abnormal Behavior Detection and Localization Using Aspect Ratio Based on Mask R-CNN

Hyunseok Lim, Xufeng Hu, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2022

Implementation of hand motion recognition-based rock-paper-scissors game using ResNet50 transfer learning

Changjoon Park, Chgnki Kim, Seongkyu Son, Kyoungjin Lee, Heekyung Yoo, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2022

Mask detection complex scenes using an ensemble of YOLO models

Xufeng Hu, Hyunseok Lim, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2022

A palm information-based identitiy recognition deep learning model using a multi-channel image

Beomjun Kim, Inki Kim, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2022

Attention U-Net Based Palm Line Segmentation for Biometrics

Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceedings of the Korea Society of Internet Information Conference , January 13. 2022

Anomaly Sengmetation Performance Analysis Based on PaDiM-Based Homogeneous Ensemble Method

Inki Kim, Jeonghwan Gwak* , in Proceedings of Korea Information Processing Society , July 14. 2022

Style-Generative Adversarial Networks for Data Augmentation of Human Images at Homecare Environment

Changjoon Park, Beomjun Kim, Inki Kim, Jeonghwan Gwak* , in Proceedings of Korea Information Processing Society , November 3. 2022