Publications
2024
Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-selective Test-Time Adaptation
Kyungsu Lee, Haeyun Lee, Juhum Park, Jae Youn Hwang
IEEE Transactions on Geoscience and Remote Sensing (SCIE)Explainable Multiple Receptive Attention Network for Expert Cardiologist Compatible Incomplete Kawasaki Disease Diagnosis on Echocardiography
Kyungsu Lee*, Haeyun Lee*, Moon Hwan Lee, Sewoong Kim, Jaeseung Yang, Youngsoon Eun, Lucy Youngmin Eun, Jae Youn Hwang
(*equally contributed)
2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC) (Conference)Multi-Scale Self-Attention Network for Denoising Medical Images
Kyungsu Lee*, Haeyun Lee*, Moon Hwan Lee, Jin Ho Chang, C-C Jay Kuo, Seung-June Oh, Jonghye Woo, Jae Youn Hwang
(*equally contributed)
APSIPA Transactions on Signal and Information Processing (Scopus)
2023
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
Kyungsu Lee*, Haeyun Lee*, Thiago Cavalcanti, Sewoong Kim, El Fakhri Georges, Dong Hun Lee, Jonghye Woo, Jae Youn Hwang
(*equally contributed)
MICCAI 2023 (Top Conference)Self-Supervised Domain Adaptive Segmentation for Breast Cancer using Test-Time Fine-Tuning
Kyungsu Lee, Haeyun Lee, El Fakhri Georges, Jonghye Woo, Jae Youn Hwang
MICCAI 2023 (Top Conference)Deep Learning-Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients With Repaired Cleft Palates
Jeong Hyun Ha*, Haeyun Lee*, Seok Min Kwon*, Hyunjin Joo, Guang Lin, Deok-Yeol Kim, Sukwha Kim, Jae Youn Hwang, Jee-Hyeok Chung, Hyoun-Joong Kong
(*equally contributed)
Journal of Craniofacial Surgery (SCIE)USIM Gate: Novel Attention-based UpSampling Interpolation Method for Segmenting Precise Boundaries of Target Objects
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
AISTATS 2023 (Top Conference)
2022
Stochastic Adaptive Activation Function
Kyungsu Lee, Jaeseung Yang, Haeyun Lee, Jae Youn Hwang
NeurIPS 2022 (Top Conference)Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
Haeyun Lee*, Moon Hwan Lee*, Sangyeon Youn, Kyungsu Lee, Hah Min Lew, Jae Youn Hwang
(*equally contributed)
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (SCIE)Deep Learning Techniques for Ultrasound Image Enhancement and Segmentation
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
Computational Intelligence and Image Processing in Medical Applications (Book Chapter)Explainable Deep Learning Algorithm for Distinguishing Incomplete Kawasaki Disease by Coronary Artery Lesions on Echocardiographic Imaging
Haeyun Lee, Yongsoon Eun, Jae Youn Hwang, Lucy Youngmin Eun
Computer Methods and Programs in Biomedicine (SCIE)
2021
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
Kyungsu Lee, Haeyun Lee, Jae Youn Hwang
International Conference on Computer Vision (ICCV) 2021 (Top Conference)Boundary-Oriented Binary Building Segmentation Model with Two Scheme Learning for Aerial Images
Kyungsu Lee, Junhee Kim, Haeyun Lee, Juhum Park, Jihwan P. Choi, Jae Youn Hwang
IEEE Transactions on Geoscience and Remote Sensing (SCIE)Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in Real Healthcare Environment
Haeyun Lee*, Young Jun Chai*, Hyunjin Joo, Kyungsu Lee, Jae Youn Hwang, Seok-Mo Kim, Kwangsoon Kim, Inn-Chul Nam, June Young Choi, Hyeong Won You, Myung-Chul Lee, Hiroo Masuoka, Akira Miyauchi, Kyu Eun Lee, Sungwan Kim, Hyoun-Joong Kong
(*equally contributed)
JMIR Medical Informatics (SCIE)Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
Haeyun Lee, Kyungsu Lee, Junhee Kim, Younghwan Na, Juhum Park, Jihwan P. Choi, Jae Youn Hwang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (SCIE)
~2020
Real Blurred Image Dataset for Learning and Benchmarking Deblurring Algorithms
Jaesung Lim, Haeyun Lee, Jucheol Won, Sunghyun Cho
European Conference on Computer Vision (ECCV) 2020 (Top Conference)
[PROJECT]Channel Attention Module with Multiscale Grid Average Pooling for Breast Cancer Segmentation in An Ultrasound Image
Haeyun Lee, Jinhyoung Park, Jae Youn Hwang
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (SCIE)Locally Adaptive Channel Attention-based Network for Denoising Images
Haeyun Lee, Sunghyun Cho
IEEE Access (SCIE)
[PROJECT]Image Restoration Network with Adaptive Channel Attention Modules for Combined Distortions
Haeyun Lee, Sunghyun Cho
Journal of KCGS (KCI)Objects Segmentation from High-Resolution Aerial Images Using U-Net with Pyramid Pooling Layers
Junhee Kim*, Haeyun Lee*, Sunghwan Hong, Sewoong Kim, Juhum Park, Jae Youn Hwang, Jihwan P. Choi
(*equally contributed)
IEEE Geoscience and Remote Sensing Letters (SCIE)