Hybrid Anomaly Map–Guided Classification for Surface Defect Detection on Screw Head Components under Backlight Illumination

Changjoon Park , Hyunseok Song, Namjung Kim, Junhwi Park, Jeonghwan Gwak , The Journal of Korean Institute of Next Generation Computing , 22 , 104-117

Multi-Task Learning-based Encoder Fine-Tuning Method for Robust Anomaly Detection in Roller Bearing Inner Ring Data

Junhwi Park , Jaehyun Lee, Namjung Kim, Changjoon Park, Joon Hwang, Seungwoo Ra, Jeonghwan Gwak , Journal of Korean Institute of Information Technology , 24 , 45-59

Enhanced White Blood Cell Classification via YOLO-based Region-of-Interest Extraction and Feature Ensemble

Junhwi Park , Changjoon Park, Namjung Kim, Ryumduck Oh, Jeonghwan Gwak , Journal of The Korea Society of Computer and Information , 30 , 1~14

Utilizing Mean Teacher Semi-Supervised Learning for Robust Pothole Image Classification

Inki Kim, Beomjun Kim, Jeonghwan Gwak* , in Proceeding of Journal of The Korea Society of Computer and Information , Vol. 28, No. 5 pp. 17-28, 2023.

Application and performance analysis of 3D CNN and super-resolution in autoencoder-based anomaly detection system

Younghoon Jeon, HyunSeok Lim, Jeonghwan Gwak* , in Proceeding of The Journal of KINGComputing , Vol. 18, No. 2 pp. 47-58, 2022.

Contactless User Identification System using Multi-channel Palm Images Facilitated by Triple Attention U-Net and CNN Classifier Ensemble Models

Inki Kim, Beonjun Kim, Woo, Sung-hee, Jeonghwan Gwak* , in Proceeding of Journal of the Korea Society of Computer and Information , Vol. 27 No. 3 pp. 33-43, 2022.

Deep Learning-Based Brain Tumor Classification in MRI images using Ensemble of Deep Features

Jaeyong Kang, Jeonghwan Gwak* , in Proceeding of Journal of The Korea Society of Computer and Information , Vol. 26 No. 7 pp. 37-44, 2021.

Embedding similarity-based anomaly detection in crowd scenes via object-centric augmentation

Jaeyong Kang, Jeonghwan Gwak* , in Proceeding of The Journal of KINGComputing , Vol. 17 No. 3 pp. 7-17, 2021.

Adaptive Face Mask Detection System based on Scene Complexity Analysis

Jaeyong Kang, Jeonghwan Gwak* , in Proceeding of Journal of The Korea Society of Computer and Information , Vol. 26 No.5 pp. 1-8, 2021.

Generative optical flow based abnormal object detection method using a spatio-temporal translation network

HyunSeok Lim, Jeonghwan Gwak* , in Proceeding of Journal of The Korea Society of Computer and Information , Vol. 26 No. 4 pp. 11-19, 2021.

Improved Method of License Plate Detection and Recognition Facilitated by Fast Super-Resolution GAN

Dongwook Min, HyunSeok Lim, Jeonghwan Gwak* , in Proceeding of Smart Media Journal , Vol. 9 No. 4 pp.134-143, 2020.

A Study of Pneumonia diagnosis using Image Super-resolution based on Residual Dense Networks

HyunSeok Lim, Hyunsu Jeong, Jeonghwan Gwak* , in Proceeding of The Journal of KINGComputing , Vol. 16 No. 5 pp.15-28, 2020.

A Review of Intelligent Self-Driving Vehicle Software Research

Jeonghwan Gwak, JuHo Jeong, Manbok Park, M.Rakhimov, Junho Ahn , in Proceeding of KSII Transactions on Internet and Information Systems , Vol. 13 No. 11 pp. 5299-5320, 2019.

Viewpoint Invariant Person Re-Identification for Global Multi-Object Tracking with Non-Overlapping Cameras

Jeonghwan Gwak, Geunpyo Park, Moongu Jeon* , in Proceeding of KSII Transactions on Internet and Information Systems , Vol. 11 No. 4 pp. 2075-2092, 2017.