OneShotDA: An Online Multi-object Tracker with One-shot-learning-based Data Association

K.J. Yoon, J. Gwak, Y. Song, Y.C. Yoon and M. Jeon , IEEE Access , vol. 8, pp. 38060-38072, 2020. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

Multiple feature integration for classification of thoracic disease in chest radiography

T.K.K. Ho, J. Gwak* , Applied Sciences, 2019 , vol. 9, no. 19, pp. 4130:1-15, 2020. (JCR 2023 IF=2.7, Q2 in Engineering, Multidisciplinary)

A Review of Intelligent Self-Driving Vehicle Software Research

J. Gwak, J. Jung, R. Oh, M. Park, M. A. K. Rakhimov and J. Ahn , KSII Transactions on Internet and Information Systems , vol. 13, No. 11, pp. 5299-5320, 2019. (JCR 2023 IF=1.5, Q4 in Computer Science, Information Systems)

Toward Deep Learning Approaches for Learning Structure Motifs and Classifying Biological Sequences from RNA A-To-I Editing Events

T.K.K. Ho, J. Gwak* , IEEE Access , vol. 7, 127464-127474, 2019. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

Investigation of brain functional connectivity in mild cognitive impairment patients: a fNIRS study

T. Nguyen, M. Kim, J. Gwak, J-J. Lee, K-Y. Choi, K-H. Lee, and J. G. Kim , Journal of Biophotonics , vol. 12, article no. e201800298, 2019. (JCR 2023 IF=2.8, Q3 in Biophysics)

High-throughput epitope profiling of antibodies in the plasma of Alzheimer's disease patients using random peptide microarrays

K.-Y. Sim, S-H. Park, K.-Y. Choi, J-E. Park, J-S. Lee, B. C. Kim, J. Gwak, W.-K. Song, K.-H. Lee*, S-G. Park* , Scientific Reports , vol. 9, article no. 4587, 2019. (JCR 2023 IF=4.6, Q2 in Multidisciplinary Sciences)

Ensemble of Instance Segmentation Models for Polyp Segmentation in Colonoscopy Images

J. Kang, J. Gwak* , IEEE Access, 2019 , vol. 7, pp. 26440-26447. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

Discrimination of Mental Workload Level from Multi-Channel fNIRS using Deep Leaning-based Approaches

T.K.K. Ho, J. Gwak*, C. M. Park, J-I. Song , IEEE Access, 2019 , vol. 7, pp. 24392-24403. (JCR 2023 IF=3.9, Q2 in Engineering, Electrical & Electronic)

Multiscale Fusion of Multimodal Medical Images using Lifting Scheme based Biorthogonal Wavelet Transform

O. Prakash, C. M. Park, A. Khare, M. Jeon, J. Gwak* , Optik , vol. 182, pp. 995-1014, 2019. (JCR 2023 IF=3.1, Q2 in Optics)

Effect of CT Reconstruction Algorithm on the Diagnostic Performance of Radiomics Models: A Task-Based Approach for Pulmonary Subsolid Nodules

H. Kim, C. M. Park*, J. Gwak, E. J. Hwang, S. Y. Lee, J. Jung, H. Hong, J. M. Goo , American Journal of Roentgenology , vol. 212, no. 3, pp. 505-512, 2019. (JCR 2023 IF=5.0, Q1 in Radiology, Nuclear Medicine & Medical Imaging)

Human detection in complex real scenes based on combination of biorthogonal wavelet transform and Zernike moments

O. Prakash, J. Gwak, M. Khare, A. Khare and M. Jeon , Optik - International Journal for Light and Electron Optics , vol. 157, pp. 1267-1281, 2018. (JCR 2023 IF=3.1, Q2 in Optics)

Multi-object tracking through learning relational appearance features and motion patterns

J. Gwak* , Computer Vision and Image Understanding , vol. 162, pp. 103-115, 2017. (JCR 2023 IF=4.5, Q2 in Engineering, Electrical & Electronic)

Diagnosis of Alzheimer's disease based on structural MRI images using a regularized extreme learning machine and PCA features

R. K. Lama, J. Gwak, J-S. Park, S-W. Lee* , Journal of Healthcare Engineering , vol. 2017, article ID 5485080, 11 pages, 2017. (JCR 2023 IF=3.822, Q2 in Health Care Sciences & services)

Viewpoint invariant person re-identification for global multi-object tracking with non-overlapping cameras

J. Gwak, G. Park, and M. Jeon* , KSII Transactions on Internet and Information Systems , vol. 11, no. 4, pp. 2075-2092, 2017. (JCR 2023 IF=1.5, Q4 in Computer Science, Information Systems)

CRF-Boosting: Constructing a robust online hybrid boosting multiple object trackers facilitated by CRF learning

E. Yang, J. Gwak, M. Jeon* , Sensors , vol. 17, no. 3, pp. 617:1-617:18, 2017. (JCR 2023 IF=3.9, Q2 in Chemistry, Analytical)