A Bulge Detection Model in Cultural Asset images using Ensemble of Deep Features

Jaeyong Kang, Inki Kim, Hyunseok Lim, Jeonghwan Gwak* , Proceedings of the Korean Society of Computer Information Conference, pp. 128-132 , July 15, 2021

An Algorithm for Detecting Deformation of Wooden Buildings using Straight Line Detection

Mingyu Kim, Xufeng Hu, Inki Kim, Hyunseok Lim, Jeonghwan Gwak* , Proceedings of the Korean Society of Computer Information Conference, pp. 653-654 , July 15, 2021

An EEG-fNIRS Hybridization Technique in the Multi-class Classification of Alzheimer's Disease Facilitated by Machine Learning

Thi Kieu Khanh Ho, Inki Kim, Younghoon Jeon, Jong-In Song, Jeonghwan Gwak* , in Proceedings of the Korean Society of Computer Information Conference, pp. 305-307 , July 15, 2021 , Excellent Paper Award

Ensemble Knowledge Distillation for Classification of 14 Thorax Diseases using Chest X-ray Images

Thi Kieu Khanh Ho, Younghoon Jeon, Jeonghwan Gwak* , in Proceedings of the Korean Society of Computer Information Conference, pp. 313-315 , July 15, 2021

Gait Analysis and Machine Learning-based Classification Model using Smart Insole for Alzheimer's Disease Severity Classification

YoungHoon Jeon, Thi Kieu Khanh Ho, Jeonghwan Gwak*, Jong-In Song , in Proceedings of the Korean Society of Computer Information Conference, pp. 317-320 , July 15, 2021

Anomaly detection system using ResUNet++ based image inpainting method

Jaeyong Kang, Hyunseok Lim, Dongwook Min, Zahid Ullah, Jeonghwan Gwak* , in Proceedings of Next Generation Computing Conference 2021 , Gwangju, Korea, May 5, 2021 , Best Paper Award

Embedding similarity-based crowd anomaly detection using object centric augmentation

Jaeyong Kang, Hyunseok Lim, Xufeng Hu, Jeonghwan Gwak* , in Proceedings of Next Generation Computing Conference 2021 , Gwangju, Korea, May 5, 2021

Effective data preprocessing for a reconstruction model-based anomaly detection

Jaeyong Kang, Hyunseok Lim, Inki Kim, Zahid Ullah, Jeonghwan Gwak* , in Proceedings of Next Generation Computing Conference 2021 , Gwangju, Korea, May 5, 2021

Cough Detection System Using Deep Learning

Dongwook Min, Hyunseok Lim, Thi Kieu Khanh Ho, Jaeyong Kang, Jeonghwan Gwak* , in Proceedings of Next Generation Computing Conference 2021 , Gwangju, Korea, May 5, 2021

Performance Comparison of SSIM loss function applied in the GAN-based anomaly detection system

Hyunseok Lim, Mingyu Kim, Jaeyong Kang, Jeonghwan Gwak* , in Proceedings of Next Generation Computing Conference 2021 , Gwangju, Korea, May 5, 2021

Imbalanced Dataset training techniques with Hard negative mining and Sample Selection

Inki Kim, Hyunseok Lim, Thi Kieu Khanh Ho, Jaeyong Kang, Jeonghwan Gwak* , in Proceedings of Next Generation Computing Conference 2021 , Gwangju, Korea, May 5, 2021

Comparative Study on the Effects of Deep Learning-based Vehicle Detection Models for Improving ALPR Performance

Hyunwook Kim, Hyunseok Lim, Jeonghwan Gwak* , Proceedings of 2020 Spring Conference of KISM , May 23, 2020, Gwangju, Republic of Korea

Abnormal Object Detection and Localization by Utilizing Optical Flow and Instance Segmentation

Hyunseok Lim, Sangwon Pak, Jeonghwan Gwak* , in Proceedings of 2020 Spring Conference of KISM , May 23, 2020, Gwangju, Republic of Korea

Comparative Study of Deep Learning-based Face Segmentation Methods for Intelligent Privacy Masking

Jooho Lee, Sangwon Pak, Hyunseok Lim, Gwang Lee, Bongkeun Kim, Jeonghwan Gwak* , in Proceedings of 2020 Spring Conference of KISM , May 23, 2020, Gwangju, Republic of Korea

Research of License Plate Detection and Recognition with Fast Super Resolution GAN

Dongwook Min, Hyunseok Lim, Gwang Lee, Bongkeun Kim, Jeonghwan Gwak* , in Proceedings of 2020 Spring Conference of KISM , May 23, 2020, Gwangju, Republic of Korea , Excellent Paper Award