| Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms J Rim, H Lee, J Won, S Cho European Conference on Computer Vision, 2020 | 371 | 2020 |
| Channel attention module with multiscale grid average pooling for breast cancer segmentation in an ultrasound image H Lee, J Park, JY Hwang IEEE transactions on ultrasonics, ferroelectrics, and frequency control 67 …, 2020 | 149 | 2020 |
| Objects segmentation from high-resolution aerial images using U-Net with pyramid pooling layers JH Kim, H Lee, SJ Hong, S Kim, J Park, JY Hwang, JP Choi IEEE Geoscience and Remote Sensing Letters 16 (1), 115-119, 2018 | 75 | 2018 |
| Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in Real Healthcare Environment. H Lee, YJ Chai, H Joo, K Lee, JY Hwang, SM Kim, K Kim, IC Nam, ... JMIR Medical Informatics, 2021 | 50 | 2021 |
| Local similarity siamese network for urban land change detection on remote sensing images H Lee, K Lee, JH Kim, Y Na, J Park, JP Choi, JY Hwang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 46 | 2021 |
| Boundary-oriented binary building segmentation model with two scheme learning for aerial images K Lee, JH Kim, H Lee, J Park, JP Choi, JY Hwang IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021 | 17 | 2021 |
| Explainable deep learning algorithm for distinguishing incomplete Kawasaki disease by coronary artery lesions on echocardiographic imaging H Lee, Y Eun, JY Hwang, LY Eun Computer Methods and Programs in Biomedicine 223, 106970, 2022 | 15 | 2022 |
| Speckle reduction via deep content-aware image prior for precise breast tumor segmentation in an ultrasound image H Lee, MH Lee, S Youn, K Lee, HM Lew, JY Hwang IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 69 …, 2022 | 10 | 2022 |
| Self-mutating network for domain adaptive segmentation in aerial images K Lee, H Lee, JY Hwang Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 9 | 2021 |
| Locally adaptive channel attention-based network for denoising images H Lee, S Cho IEEE Access 8, 34686-34695, 2020 | 7 | 2020 |
| Deep Learning–Based Diagnostic System for Velopharyngeal Insufficiency Based on Videofluoroscopy in Patients With Repaired Cleft Palates JH Ha, H Lee, SM Kwon, H Joo, G Lin, DY Kim, S Kim, JY Hwang, ... Journal of Craniofacial Surgery 34 (8), 2369-2375, 2023 | 4 | 2023 |
| Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis K Lee, H Lee, TC Cavalcanti, S Kim, G El Fakhri, DH Lee, J Woo, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 3 | 2023 |
| Stochastic adaptive activation function K Lee, J Yang, H Lee, JY Hwang Advances in Neural Information Processing Systems 35, 13787-13799, 2022 | 3 | 2022 |
| Explainable Multiple Receptive Attention Network for Expert Cardiologist Compatible Incomplete Kawasaki Disease Diagnosis on Echocardiography K Lee, H Lee, MH Lee, S Kim, J Yang, Y Eun, LY Eun, JY Hwang 2024 IEEE First International Conference on Artificial Intelligence for …, 2024 | 1 | 2024 |
| Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning K Lee, H Lee, G El Fakhri, J Woo, JY Hwang International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 2023 |
| Fine-Grained Binary Segmentation for Geospatial Objects in Remote Sensing Imagery via Path-selective Test-Time Adaptation K Lee, H Lee, J Park, JY Hwang IEEE Transactions on Geoscience and Remote Sensing, 2024 | | 2024 |
| Multi-Scale Self-Attention Network for Denoising Medical Images K Lee, H Lee, MH Lee, JH Chang, CCJ Kuo, SJ Oh, J Woo, JY Hwang APSIPA Transactions on Signal and Information Processing 12 (5), 2024 | | 2024 |
| USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy K Lee, H Lee, JY Hwang International Conference on Artificial Intelligence and Statistics, 535-562, 2023 | | 2023 |
| Deep Learning Techniques for Ultrasound Image Enhancement and Segmentation K Lee, H Lee, JY Hwang Computational Intelligence and Image Processing in Medical Applications, 135-156, 2022 | | 2022 |
| Image Denoising Networks based on the Attention Mechanism for the Enhancement of Natural and Medical Images H Lee DGIST, 2022 | | 2022 |
Jae Youn HwangDGISTVerified email at dgist.ac.kr
