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Showing results 1 to 21 of 21

Thesis
A Novel Hybrid Method for Objects Detection from a High Resolution Satellite Image
  • Lee, Haeyun
  • 2018
  • Lee, Haeyun. (2018). A Novel Hybrid Method for Objects Detection from a High Resolution Satellite Image. doi: 10.22677/thesis.200000008540
  • DGIST
  • View : 637
  • Download : 0
Article
Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images
  • Lee, Kyungsu ; 
  • Kim, Jun Hee ; 
  • Lee, Haeyun ; 
  • Park, Juhum ; 
  • Choi, Jihwan P. ; 
  • Hwang, Jae Youn
  • 2022-01
  • Lee, Kyungsu. (2022-01). Boundary-Oriented Binary Building Segmentation Model With Two Scheme Learning for Aerial Images. IEEE Transactions on Geoscience and Remote Sensing, 60. doi: 10.1109/TGRS.2021.3089623
  • Institute of Electrical and Electronics Engineers
  • View : 648
  • Download : 0
Article
Channel Attention Module With Multiscale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image
  • 2020-07
  • Lee, Haeyun. (2020-07). Channel Attention Module With Multiscale Grid Average Pooling for Breast Cancer Segmentation in an Ultrasound Image. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 67(7), 1344–1353. doi: 10.1109/TUFFC.2020.2972573
  • Institute of Electrical and Electronics Engineers
  • View : 447
  • Download : 0
Conference
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
  • 2025-04-25
  • Lee, Kyungsu. (2025-04-25). Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information. International Conference on Learning Representations, 69747–69775.
  • International Conference on Learning Representations (ICLR)
  • View : 209
  • Download : 0
Article
Deep Learning-Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients with Repaired Cleft Palates
  • Ha, Jeong Hyun ; 
  • Lee, Haeyun ; 
  • Kwon, Seok Min ; 
  • Joo, Hyunjin ; 
  • Lin, Guang ; 
  • Kim, Deok-Yeol ; 
  • Kim, Sukwha ; 
  • Hwang, Jae Youn ; 
  • Chung, Jee-Hyeok ; 
  • Kong, Hyoun-Joong
  • 2023-11
  • Ha, Jeong Hyun. (2023-11). Deep Learning-Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients with Repaired Cleft Palates. Journal of Craniofacial Surgery, 34(8), 2369–2375. doi: 10.1097/SCS.0000000000009560
  • Lippincott Williams & Wilkins Ltd.
  • View : 256
  • Download : 30
Conference
Diagnosis of Incomplete Kawasaki Disease using Deep learning Techniques with Ultrasound Images of Coronary Artery Lesions
  • 2022-10-27
  • 24th International Congress on Acoustics, ICA 2022, pp.1 - 3
  • International Commission for Acoustics (ICA)
  • View : 319
  • Download : 0
Article
Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms
  • 2025-09
  • Lee, Haeyun. (2025-09). Expert-level differentiation of incomplete Kawasaki disease and pneumonia from echocardiography via multiple large receptive attention mechanisms. Computers in Biology and Medicine, 195. doi: 10.1016/j.compbiomed.2025.110478
  • Elsevier
  • View : 302
  • Download : 0
Conference
Explainable Multiple Receptive Attention Network for Expert Cardiologist Compatible Incomplete Kawasaki Disease Diagnosis on Echocardiography
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • Lee, Moon Hwan ; 
  • Yang, Jaeseung ; 
  • Kim, Sewoong ; 
  • Eun, Youngsoon ; 
  • Eun, Lucy Youngmin ; 
  • Hwang, Jae Youn
  • 2024-02-05
  • Lee, Kyungsu. (2024-02-05). Explainable Multiple Receptive Attention Network for Expert Cardiologist Compatible Incomplete Kawasaki Disease Diagnosis on Echocardiography. 1st IEEE International Conference on Artificial Intelligence for Medicine, Health and Care, AIMHC 2024, 243–250. doi: 10.1109/AIMHC59811.2024.00050
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 117
  • Download : 0

Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment

Article
Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment
  • Lee, Haeyun ; 
  • Chai, Young Jun ; 
  • Joo, Hyunjin ; 
  • Lee, Kyungsu ; 
  • Hwang, Jae Youn ; 
  • Kim, Seok-Mo ; 
  • Kim, Kwangsoon ; 
  • Nam, Inn-Chul ; 
  • Choi, June Young ; 
  • Yu, Hyeong Won ; 
    • et al
  • 2021-05
  • Lee, Haeyun. (2021-05). Federated learning for thyroid ultrasound image analysis to protect personal information: Validation study in a real health care environment. doi: 10.2196/25869
  • JMIR Publications
  • View : 531
  • Download : 101
Article
Fine-Grained Binary Segmentation for Geospatial Objects in Remote Sensing Imagery via Path-selective Test-Time Adaptation
  • 2024-03
  • Lee, Kyungsu. (2024-03). Fine-Grained Binary Segmentation for Geospatial Objects in Remote Sensing Imagery via Path-selective Test-Time Adaptation. IEEE Transactions on Geoscience and Remote Sensing, 62, 1–16. doi: 10.1109/TGRS.2024.3378311
  • IEEE
  • View : 129
  • Download : 0
Conference
Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • Cavalcanti, Thiago Coutinho ; 
  • Kim, Sewoong ; 
  • El Fakhri, Georges ; 
  • Lee, Dong Hun ; 
  • Woo, Jonghye ; 
  • Hwang, Jae Youn
  • 2023-10-10
  • Lee, Kyungsu. (2023-10-10). Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis. International Conference on Medical Image Computing and Computer Assisted Intervention, 378–388. doi: 10.1007/978-3-031-43898-1_37
  • The Medical Image Computing and Computer Assisted Intervention Society
  • View : 70
  • Download : 0
Article
Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images
  • Lee, Haeyun ; 
  • Lee, Kyungsu ; 
  • Kim, Jun Hee ; 
  • Na, Younghwan ; 
  • Park, Juhum ; 
  • Choi, Jihwan P. ; 
  • Hwang, Jae Youn
  • 2021-03
  • Lee, Haeyun. (2021-03). Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 4139–4149. doi: 10.1109/JSTARS.2021.3069242
  • Institute of Electrical and Electronics Engineers
  • View : 439
  • Download : 0

Locally Adaptive Channel Attention-Based Network for Denoising Images

Article
Locally Adaptive Channel Attention-Based Network for Denoising Images
  • Lee, Haeyun ; 
  • Cho, Sunghyun
  • 2020-02
  • Lee, Haeyun. (2020-02). Locally Adaptive Channel Attention-Based Network for Denoising Images. doi: 10.1109/ACCESS.2020.2974001
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 866
  • Download : 242

Multi-Scale Self-Attention Network for Denoising Medical Images

Article
Multi-Scale Self-Attention Network for Denoising Medical Images
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • Lee, Moon Hwan ; 
  • Chang, Jin Ho ; 
  • Kuo, C. -C. Jay ; 
  • Oh, Seung-June ; 
  • Woo, Jonghye ; 
  • Hwang, Jae Youn
  • 2024-01
  • Lee, Kyungsu. (2024-01). Multi-Scale Self-Attention Network for Denoising Medical Images. APSIPA Transactions on Signal and Information Processing, 12(5), 1–26. doi: 10.1561/116.00000169
  • Now Publishers Inc
  • View : 235
  • Download : 57
Conference
Outlier Robust Disease Classification via Stochastic Confidence Network
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • El Fakhri, Georges ; 
  • Sepulcre, Jorge ; 
  • Liu, Xiaofeng ; 
  • Xing, Fangxu ; 
  • Hwang, Jae Youn ; 
  • Woo, Jonghye
  • 2023-10-08
  • Lee, Kyungsu. (2023-10-08). Outlier Robust Disease Classification via Stochastic Confidence Network. Joint MICCAI Workshop on Time-Series Data Analytics and Learning (MTSAIL) and Lesion Evaluation and Assessment with Follow-Up (LEAF), 80–90. doi: 10.1007/978-3-031-47425-5_8
  • The Medical Image Computing and Computer Assisted Intervention Society
  • View : 133
  • Download : 0
Conference
Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms
  • Rim, Jaesung ; 
  • Lee, Haeyun ; 
  • Won, Jucheol ; 
  • Cho, Sunghyun
  • 2020-08-25
  • Rim, Jaesung. (2020-08-25). Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms. European Conference on Computer Vision (poster), 184–201. doi: 10.1007/978-3-030-58595-2_12
  • European Computer Vision Association (ECVA)
  • View : 576
  • Download : 0
Conference
Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images
  • 2021-10-12
  • Lee, Kyungsu. (2021-10-12). Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images. IEEE International Conference on Computer Vision, 7048–7057. doi: 10.1109/ICCV48922.2021.00698
  • IEEE Computer Society and the Computer Vision Foundation (CVF)
  • View : 156
  • Download : 0
Conference
Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning
  • Lee, Kyungsu ; 
  • Lee, Haeyun ; 
  • El Fakhri, Georges ; 
  • Woo, Jonghye ; 
  • Hwang, Jae Youn
  • 2023-10-09
  • Lee, Kyungsu. (2023-10-09). Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning. International Conference on Medical Image Computing and Computer Assisted Intervention, 539–550. doi: 10.1007/978-3-031-43907-0_52
  • The Medical Image Computing and Computer Assisted Intervention Society
  • View : 106
  • Download : 0
Article
SoN: Selective Optimal Network for smartphone-based indoor localization in real-time
  • 2025-05
  • Lee, Kyungsu. (2025-05). SoN: Selective Optimal Network for smartphone-based indoor localization in real-time. Expert Systems with Applications, 272. doi: 10.1016/j.eswa.2025.126639
  • Elsevier
  • View : 154
  • Download : 0
Article
Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image
  • Lee, Haeyun ; 
  • Lee, Moon Hwan ; 
  • Youn, Sangyeon ; 
  • Lee, Kyungsu ; 
  • Lew, Hah Min ; 
  • Hwang, Jae Youn
  • 2022-09
  • Lee, Haeyun. (2022-09). Speckle Reduction via Deep Content-Aware Image Prior for Precise Breast Tumor Segmentation in an Ultrasound Image. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 69(9), 2638–2650. doi: 10.1109/TUFFC.2022.3193640
  • Institute of Electrical and Electronics Engineers
  • View : 516
  • Download : 0
Conference
USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy
  • 2023-04-26
  • Lee, Kyungsu. (2023-04-26). USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy. International Conference on Artificial Intelligence and Statistics, 535–562.
  • ML Research Press
  • View : 104
  • Download : 0
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