Segmentation

Bayesian Multiclass Segmentation for Remote Sensing: Integrating User Priors and Uncertainty
Published in 2026
IEEE Transactions on Geoscience and Remote Sensing (TGRS), Vol. 64, pp. 1-15. DOI: 10.1109/TGRS.2026.3670205
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Bayesian Multiclass Segmentation for Remote Sensing: Integrating User Priors and Uncertainty
SAM2-based Bayesian Prompt Adaptation for Cross-Modality Medical Segmentation
KOSOMBE 2025 Fall
_ 2025 (Poster 247)_
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Real-time Self-supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis
SCI(E); IF=3.20, 36.70% (Q2)
IEEE Signal Processing Letters (Early Accept)
Haeyun Lee,,Jong Pil Yoon,Jihun Kim,Jun-Young Kim
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Real-time Self-supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis
Interactive Few-shot Online Adaptation for User-Guided Segmentation in Aerial Images
ICLR2025 Workshop, ML4RS (Top AI & CV Conference)
International Conference on Learning Representations Workshop 2025 (ML4RS)
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Interactive Few-shot Online Adaptation for User-Guided Segmentation in Aerial Images
Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation
SCI(E); IF=8.20, 5.20% (Q1)
IEEE Transactions on Geoscience and Remote Sensing (TGRS, 2024, Vol. 62)
,Haeyun Lee,Juhum Park,Jae Youn Hwang
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Fine-Grained Binary Object Segmentation in Remote Sensing Imagery via Path-Selective Test-Time Adaptation
Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuning
MICCAI 2023 (Top AI & CV Conference)
International Conference on Medical Image Computing and Computer-Assisted Intervention2023
,Haeyun Lee,Georges El Fakhri,Jonghye Woo,Jae Youn Hwang
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Self-supervised Domain Adaptive Segmentation of Breast Cancer Via Test-time Fine-Tuning
USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropy
AISTATS 2023 (Top AI & CV Conference)
Artificial Intelligence and Statistics2023
,Haeyun Lee,Jae Youn Hwang
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USIM Gate: Upsampling Module for Segmenting Precise Boundaries Concerning Entropy
CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
ACCV 2022 (Top AI & CV Conference)
Asian Conference on Computer Vision2022
,Hah Min Lew,Moon Hwan Lee,Jun-Young Kim,Jae Youn Hwang
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CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear
Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
SCI(E); IF=3.60, 17.70% (Q1)
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control (TUFFC, 2022, Vol. 69, Issue 9, pp. 2638-2650)
Haeyun Lee,Moon Hwan Lee,Sang-Yeon Lee,,Hah Min Lew,Jae Youn Hwang
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Speckle Reduction Via Deep Content-aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images
ICCV 2021 (Top AI & CV Conference)
International Conference on Computer Vision2021
,Haeyun Lee,Jae Youn Hwang
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Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images