Publications
Publications
International Top-Tier Conference (*Corresponding Author)
International Top-Tier Conference (*Corresponding Author)
• M. H. Kim, C. H. Kim, and S. B. Yoo*, "X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA," Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 8391-8402, Nov. 2025.
• M. H. Kim, C. H. Kim, and S. B. Yoo*, "X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA," Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 8391-8402, Nov. 2025.
• E. G. Lee, J. H. Yoon, and S. B. Yoo*, "SCOL: Style Code Orchestration in Latent Space for Proactive Face-Swapping Defense," Proceedings of the ACM International Conference on Multimedia (ACM MM), pp. 11472-11481, Oct. 2025.
• E. G. Lee, J. H. Yoon, and S. B. Yoo*, "SCOL: Style Code Orchestration in Latent Space for Proactive Face-Swapping Defense," Proceedings of the ACM International Conference on Multimedia (ACM MM), pp. 11472-11481, Oct. 2025.
• J. H. Yoon, Y. J. Lee, and S. B. Yoo*, "TransSino: Prior Sinogram Pattern-Based Transformer for Limited-Angle CT Image Segmentation," Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 586-596, Sep. 2025.
• J. H. Yoon, Y. J. Lee, and S. B. Yoo*, "TransSino: Prior Sinogram Pattern-Based Transformer for Limited-Angle CT Image Segmentation," Proceedings of the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 586-596, Sep. 2025.
• M. H. Kim and S. B. Yoo*, "Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation," Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp. 1305-1313, Aug. 2025.
• M. H. Kim and S. B. Yoo*, "Data Poisoning Attack Defense and Evolutionary Domain Adaptation for Federated Medical Image Segmentation," Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp. 1305-1313, Aug. 2025.
• J. H. Yoon, J. W. Jung, E. G. Lee, and S. B. Yoo*, "OPRNet: Object-centric Point Reconstruction Network for Multimodal 3D Object Detection in Adverse Weathers," Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 3954-3961, May 2025.
• J. H. Yoon, J. W. Jung, E. G. Lee, and S. B. Yoo*, "OPRNet: Object-centric Point Reconstruction Network for Multimodal 3D Object Detection in Adverse Weathers," Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 3954-3961, May 2025.
• M. H. Kim, J. W. Jung, E. G. Lee, and S. B. Yoo*, "Ego-A3: Adaptive Fusion-based Disentangled Transformer for Egocentric Action Anticipation," Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 5593-5600, May 2025.
• M. H. Kim, J. W. Jung, E. G. Lee, and S. B. Yoo*, "Ego-A3: Adaptive Fusion-based Disentangled Transformer for Egocentric Action Anticipation," Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 5593-5600, May 2025.
• M. H. Kim, E. G. Lee, and S. B. Yoo*, "FedDet: Data Poisoning Attack Detection for Federated Skeleton-based Action Recognition," Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 15159-15166, May 2025.
• M. H. Kim, E. G. Lee, and S. B. Yoo*, "FedDet: Data Poisoning Attack Detection for Federated Skeleton-based Action Recognition," Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 15159-15166, May 2025.
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "Equirectangular Point Reconstruction for Domain Adaptive Multimodal 3D Object Detection in Adverse Weather Conditions," Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), pp. 9553-9561, Mar. 2025.
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "Equirectangular Point Reconstruction for Domain Adaptive Multimodal 3D Object Detection in Adverse Weather Conditions," Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), pp. 9553-9561, Mar. 2025.
• E. G. Lee, M. S. Lee, J. H. Yun, and S. B. Yoo*, "IntensPure: Attack Intensity-aware Secondary Domain Adaptive Diffusion for Adversarial Purification," Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp. 956-964, Aug. 2024.
• E. G. Lee, M. S. Lee, J. H. Yun, and S. B. Yoo*, "IntensPure: Attack Intensity-aware Secondary Domain Adaptive Diffusion for Adversarial Purification," Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp. 956-964, Aug. 2024.
• M. H. Kim, M. J. Kim, and S. B. Yoo*, “Occluded Part-aware Graph Convolutional Networks for Skeleton-based Action Recognition,” Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 7310-7317, May 2024.
• M. H. Kim, M. J. Kim, and S. B. Yoo*, “Occluded Part-aware Graph Convolutional Networks for Skeleton-based Action Recognition,” Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), pp. 7310-7317, May 2024.
• E. G. Lee, E. J. Lee, S. M. Anwar, and S. B. Yoo*, "Child FER: Domain-Agnostic Facial Expression Recognition in Children Using a Secondary Image Diffusion Model," Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2750-2754, Apr. 2024.
• E. G. Lee, E. J. Lee, S. M. Anwar, and S. B. Yoo*, "Child FER: Domain-Agnostic Facial Expression Recognition in Children Using a Secondary Image Diffusion Model," Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2750-2754, Apr. 2024.
• I. Lee, E. G. Lee, and S. B. Yoo*, "Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression Recognition," Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 1536-1546, Oct. 2023.
• I. Lee, E. G. Lee, and S. B. Yoo*, "Latent-OFER: Detect, Mask, and Reconstruct with Latent Vectors for Occluded Facial Expression Recognition," Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pp. 1536-1546, Oct. 2023.
• I. Lee, J. S. Yun, H. Kim, Y. Na, and S. B. Yoo*, "LatentGaze: Cross-Domain Gaze Estimation through Gaze-Aware Analytic Latent Code Manipulation," Proceedings of the Asian Conference on Computer Vision (ACCV), pp. 3379-3395, Dec. 2022.
• I. Lee, J. S. Yun, H. Kim, Y. Na, and S. B. Yoo*, "LatentGaze: Cross-Domain Gaze Estimation through Gaze-Aware Analytic Latent Code Manipulation," Proceedings of the Asian Conference on Computer Vision (ACCV), pp. 3379-3395, Dec. 2022.
• J. S. Yun, Y. Na, H. Kim, H. Kim, and S. B. Yoo*, "HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images," Proceedings of the Asian Conference on Computer Vision (ACCV), pp. 3361-3378, Dec. 2022.
• J. S. Yun, Y. Na, H. Kim, H. Kim, and S. B. Yoo*, "HAZE-Net: High-Frequency Attentive Super-Resolved Gaze Estimation in Low-Resolution Face Images," Proceedings of the Asian Conference on Computer Vision (ACCV), pp. 3361-3378, Dec. 2022.
International Journal (*Corresponding Author)
International Journal (*Corresponding Author)
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "MonoRange: Monocular 3D Object Detection Based on Object-centric Range Map in Adverse Weather Conditions," Accepted to IEEE Transactions on Intelligent Transportation Systems, 2026. [SCIE]
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "MonoRange: Monocular 3D Object Detection Based on Object-centric Range Map in Adverse Weather Conditions," Accepted to IEEE Transactions on Intelligent Transportation Systems, 2026. [SCIE]
• M. H. Kim, E. G. Lee, and S. B. Yoo*, "FedPure: Data Poisoning Attack Detection and Purification for Federated Skeleton-based Action Recognition," Information Sciences, vol. 725, 122733, Jan. 2026. [SCIE]
• M. H. Kim, E. G. Lee, and S. B. Yoo*, "FedPure: Data Poisoning Attack Detection and Purification for Federated Skeleton-based Action Recognition," Information Sciences, vol. 725, 122733, Jan. 2026. [SCIE]
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "Unified Auxiliary Restoration Network for Robust Multimodal 3D Object Detection in Adverse Conditions," Neural Networks, vol. 193, 107992, Jan. 2026. [SCIE]
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "Unified Auxiliary Restoration Network for Robust Multimodal 3D Object Detection in Adverse Conditions," Neural Networks, vol. 193, 107992, Jan. 2026. [SCIE]
• J. H. Yoon, Y. J. Lee, and S. B. Yoo*, "Disentangled Sinogram Pattern-guided Transformer for Lesion Segmentation in Limited-angle Computed Tomography," Computers in Biology and Medicine, vol. 196, 110728, Sep. 2025. [SCIE]
• J. H. Yoon, Y. J. Lee, and S. B. Yoo*, "Disentangled Sinogram Pattern-guided Transformer for Lesion Segmentation in Limited-angle Computed Tomography," Computers in Biology and Medicine, vol. 196, 110728, Sep. 2025. [SCIE]
• M. H. Kim, J. W. Jung, E. G. Lee, and S. B. Yoo*, "Disentangled adaptive fusion transformer using adversarial perturbation for Egocentric Action Anticipation," Expert Systems With Applications, vol. 282, 127648, July 2025. [SCIE]
• M. H. Kim, J. W. Jung, E. G. Lee, and S. B. Yoo*, "Disentangled adaptive fusion transformer using adversarial perturbation for Egocentric Action Anticipation," Expert Systems With Applications, vol. 282, 127648, July 2025. [SCIE]
• E. G. Lee, C. H. Min, and S. B. Yoo*, "QuEst: Adversarial Attack Intensity Estimation via Query Response Analysis," Mathematics, vol. 12, no. 22, 3508, Nov. 2024. [SCIE]
• E. G. Lee, C. H. Min, and S. B. Yoo*, "QuEst: Adversarial Attack Intensity Estimation via Query Response Analysis," Mathematics, vol. 12, no. 22, 3508, Nov. 2024. [SCIE]
• J. W. Jung, J. H. Yun, and S. B. Yoo*, "DenseSphere: Multimodal 3D Object Detection under a Sparse Point Cloud Based on Spherical Coordinate," Expert Systems With Applications, vol. 251, 124053, Oct. 2024. [SCIE]
• J. W. Jung, J. H. Yun, and S. B. Yoo*, "DenseSphere: Multimodal 3D Object Detection under a Sparse Point Cloud Based on Spherical Coordinate," Expert Systems With Applications, vol. 251, 124053, Oct. 2024. [SCIE]
• J. S. Yun, M. H. Kim, H. I. Kim, and S. B. Yoo*, "Kernel Adaptive Memory Network for Blind Video Super-Resolution," Expert Systems With Applications, vol. 238, 122252, Mar. 2024. [SCIE]
• J. S. Yun, M. H. Kim, H. I. Kim, and S. B. Yoo*, "Kernel Adaptive Memory Network for Blind Video Super-Resolution," Expert Systems With Applications, vol. 238, 122252, Mar. 2024. [SCIE]
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "Auxcoformer: Auxiliary and Contrastive Transformer for Robust Crack Detection in Adverse Weather Conditions," Mathematics, vol. 12, no. 5, 690, Mar. 2024. [SCIE]
• J. H. Yoon, J. W. Jung, and S. B. Yoo*, "Auxcoformer: Auxiliary and Contrastive Transformer for Robust Crack Detection in Adverse Weather Conditions," Mathematics, vol. 12, no. 5, 690, Mar. 2024. [SCIE]
• Y. Hong, M. J. Kim, I. Lee, and S. B. Yoo*, "Fluxformer: Flow-Guided Duplex Attention Transformer via Spatio-Temporal Clustering for Action Recognition," IEEE Robotics and Automation Letters (with ICRA), vol. 8, no. 10, pp. 6411-6418, Oct. 2023. [SCIE]
• Y. Hong, M. J. Kim, I. Lee, and S. B. Yoo*, "Fluxformer: Flow-Guided Duplex Attention Transformer via Spatio-Temporal Clustering for Action Recognition," IEEE Robotics and Automation Letters (with ICRA), vol. 8, no. 10, pp. 6411-6418, Oct. 2023. [SCIE]
• S. Pant, H. Yang*, E. Lim, S. Kim, and S. B. Yoo, "PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context," IEEE Access, vol. 11, pp. 107638-107656, Sep. 2023. [SCIE]
• S. Pant, H. Yang*, E. Lim, S. Kim, and S. B. Yoo, "PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context," IEEE Access, vol. 11, pp. 107638-107656, Sep. 2023. [SCIE]
• M. H. Kim and S. B. Yoo*, "Memory-Efficient Discrete Cosine Transform Domain Weight Modulation Transformer for Arbitrary-Scale Super-Resolution," Mathematics, vol. 11, no.18, pp. 3954(1)-3954(19), Sep. 2023. [SCIE]
• M. H. Kim and S. B. Yoo*, "Memory-Efficient Discrete Cosine Transform Domain Weight Modulation Transformer for Arbitrary-Scale Super-Resolution," Mathematics, vol. 11, no.18, pp. 3954(1)-3954(19), Sep. 2023. [SCIE]
• E. G. Lee, I. Lee, and S. B. Yoo*, "ClueCatcher: Catching Domain-Wise Independent Clues for Deepfake Detection," Mathematics, vol. 11, no.18, pp. 3952(1)-3952(17), Sep. 2023. [SCIE]
• E. G. Lee, I. Lee, and S. B. Yoo*, "ClueCatcher: Catching Domain-Wise Independent Clues for Deepfake Detection," Mathematics, vol. 11, no.18, pp. 3952(1)-3952(17), Sep. 2023. [SCIE]
• J. S. Yun and S. B. Yoo*, "Kernel-attentive weight modulation memory network for optical blur kernel-aware image super-resolution," Optics Letters, vol. 48, no. 10, pp. 2740-2743, May 2023. [SCIE]
• J. S. Yun and S. B. Yoo*, "Kernel-attentive weight modulation memory network for optical blur kernel-aware image super-resolution," Optics Letters, vol. 48, no. 10, pp. 2740-2743, May 2023. [SCIE]
• M. H. Kim, J. S. Yun, and S. B. Yoo*, "Multiregression spatially variant blur kernel estimation based on inter-kernel consistency," IET Electronics Letters, vol. 59, no. 8, pp. 1-4, Apr. 2023. [SCIE]
• M. H. Kim, J. S. Yun, and S. B. Yoo*, "Multiregression spatially variant blur kernel estimation based on inter-kernel consistency," IET Electronics Letters, vol. 59, no. 8, pp. 1-4, Apr. 2023. [SCIE]
• I. Lee and S. B. Yoo*, "Latent-PER: ICA-Latent Code Editing Framework for Portrait Emotion Recognition" Mathematics, vol. 10, no. 22, pp. 4260(1)-4260(20), Nov. 2022. [SCIE]
• I. Lee and S. B. Yoo*, "Latent-PER: ICA-Latent Code Editing Framework for Portrait Emotion Recognition" Mathematics, vol. 10, no. 22, pp. 4260(1)-4260(20), Nov. 2022. [SCIE]
• Y. Hong and S. B. Yoo*, "OASIS-Net: Morphological Attention Ensemble Learning for Surface Defect Detection" Mathematics, vol. 10, no. 21, pp. 4114(1)-4114(21), Nov. 2022. [SCIE]
• Y. Hong and S. B. Yoo*, "OASIS-Net: Morphological Attention Ensemble Learning for Surface Defect Detection" Mathematics, vol. 10, no. 21, pp. 4114(1)-4114(21), Nov. 2022. [SCIE]
• J. S. Yun, S. H. Park, and S. B. Yoo*, "Infusion-Net: Inter- and Intra-Weighted Cross-Fusion Network for Multispectral Object Detection," Mathematics, vol. 10, no. 21, pp. 3966(1)-3966(18), Oct. 2022. [SCIE]
• J. S. Yun, S. H. Park, and S. B. Yoo*, "Infusion-Net: Inter- and Intra-Weighted Cross-Fusion Network for Multispectral Object Detection," Mathematics, vol. 10, no. 21, pp. 3966(1)-3966(18), Oct. 2022. [SCIE]
• Y. Hong, S. J. Lee, and S. B. Yoo*, "AugMoCrack: Augmented Morphological Attention Network for Weakly Supervised Crack Detection," IET Electronics Letters, vol. 58, no. 17, pp. 651-653, Aug. 2022. [SCIE]
• Y. Hong, S. J. Lee, and S. B. Yoo*, "AugMoCrack: Augmented Morphological Attention Network for Weakly Supervised Crack Detection," IET Electronics Letters, vol. 58, no. 17, pp. 651-653, Aug. 2022. [SCIE]
• Y. Na, H. H. Kim, and S. B. Yoo*, "Shared Knowledge Distillation for Robust Multi-Scale Super-Resolution Networks," IET Electronics Letters, vol. 58, no. 13, pp. 502-504, June 2022. [SCIE]
• Y. Na, H. H. Kim, and S. B. Yoo*, "Shared Knowledge Distillation for Robust Multi-Scale Super-Resolution Networks," IET Electronics Letters, vol. 58, no. 13, pp. 502-504, June 2022. [SCIE]
• J. S. Yun, S. J. Lee, E. J. Lee, and S. B. Yoo*, "HIFA-LPR: High-Frequency Augmented License Plate Recognition in Low-Quality Legacy Conditions via Gradual End-to-End Learning," Mathematics, vol. 10, no. 9, pp. 1569(1)-1569(24), May 2022. [SCIE]
• J. S. Yun, S. J. Lee, E. J. Lee, and S. B. Yoo*, "HIFA-LPR: High-Frequency Augmented License Plate Recognition in Low-Quality Legacy Conditions via Gradual End-to-End Learning," Mathematics, vol. 10, no. 9, pp. 1569(1)-1569(24), May 2022. [SCIE]
• S. J. Lee, J. S. Yun, and S. B. Yoo*, "Alternative Collaborative Learning for Character Recognition in Low-Resolution Images," IEEE Access, vol. 10, pp. 22003-22017, Feb. 2022. [SCIE]
• S. J. Lee, J. S. Yun, and S. B. Yoo*, "Alternative Collaborative Learning for Character Recognition in Low-Resolution Images," IEEE Access, vol. 10, pp. 22003-22017, Feb. 2022. [SCIE]
• J. S. Yun and S. B. Yoo*, "Single Image Super-Resolution with Arbitrary Magnification Based on High-Frequency Attention Network," Mathematics, vol. 10, no. 2, pp. 275(1)-275(19), Jan. 2022. [SCIE]
• J. S. Yun and S. B. Yoo*, "Single Image Super-Resolution with Arbitrary Magnification Based on High-Frequency Attention Network," Mathematics, vol. 10, no. 2, pp. 275(1)-275(19), Jan. 2022. [SCIE]
• S. J. Lee and S. B. Yoo*, "Super-Resolved Recognition of License Plate Characters," Mathematics, vol. 9, no. 19, pp. 2494(1)-2494(19), Oct. 2021. [SCIE]
• S. J. Lee and S. B. Yoo*, "Super-Resolved Recognition of License Plate Characters," Mathematics, vol. 9, no. 19, pp. 2494(1)-2494(19), Oct. 2021. [SCIE]
• N. Ho, H. Yang*, S. Kim, G. Lee, and S. B. Yoo, "Deep Graph Fusion based Multimodal Evoked Expressions from Large-Scale Videos," IEEE Access, vol. 9, pp. 127068-127080, Aug. 2021. [SCIE]
• N. Ho, H. Yang*, S. Kim, G. Lee, and S. B. Yoo, "Deep Graph Fusion based Multimodal Evoked Expressions from Large-Scale Videos," IEEE Access, vol. 9, pp. 127068-127080, Aug. 2021. [SCIE]
• S. B. Yoo* and E. J. Lee, "Deep Super-Resolution Imaging Technology: Toward Optical Super-Vision," IEEE Consumer Electronics Magazine, vol. 10, no. 1, pp. 24-31, Jan. 2021. [SCIE]
• S. B. Yoo* and E. J. Lee, "Deep Super-Resolution Imaging Technology: Toward Optical Super-Vision," IEEE Consumer Electronics Magazine, vol. 10, no. 1, pp. 24-31, Jan. 2021. [SCIE]
• H. I. Kim and S. B. Yoo*, "Trends in Super-High-Definition Imaging Techniques Based on Deep Neural Networks," Mathematics, vol. 8, no. 11, pp. 1-19, Oct. 2020. [SCIE]
• H. I. Kim and S. B. Yoo*, "Trends in Super-High-Definition Imaging Techniques Based on Deep Neural Networks," Mathematics, vol. 8, no. 11, pp. 1-19, Oct. 2020. [SCIE]
• T. Khanh, D. Dao, N. Ho, H. Yang*, E. Baek, G. Lee, S. Kim, and S. B. Yoo, "Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging," Applied Sciences, vol. 10, no. 17, pp. 1-19, Aug. 2020. [SCIE]
• T. Khanh, D. Dao, N. Ho, H. Yang*, E. Baek, G. Lee, S. Kim, and S. B. Yoo, "Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging," Applied Sciences, vol. 10, no. 17, pp. 1-19, Aug. 2020. [SCIE]
• S. B. Yoo* and M. Han, "Temporal Matching Prior Network for Vehicle License Plate Detection and Recognition in Videos," ETRI Journal, June 2020. [SCI]
• S. B. Yoo* and M. Han, "Temporal Matching Prior Network for Vehicle License Plate Detection and Recognition in Videos," ETRI Journal, June 2020. [SCI]
• S. B. Yoo* and M. Han, “Patch orientation-specified network for learning-based image super-resolution,” IET Electronics Letters, vol. 55, no. 23, pp. 1233-1235, Nov. 2019. [SCI]
• S. B. Yoo* and M. Han, “Patch orientation-specified network for learning-based image super-resolution,” IET Electronics Letters, vol. 55, no. 23, pp. 1233-1235, Nov. 2019. [SCI]
• S. B. Yoo* and M. Han, "DVSNet: deep variance-stabilised network robust to spatially variant characteristics in imaging," IET Electronics Letters, vol. 55, no. 9, pp. 529-531, May 2019. [SCI]
• S. B. Yoo* and M. Han, "DVSNet: deep variance-stabilised network robust to spatially variant characteristics in imaging," IET Electronics Letters, vol. 55, no. 9, pp. 529-531, May 2019. [SCI]
• S. B. Yoo* and M. Han, "SCENet: Secondary Domain Intercorrelation Enhanced Network for Alleviating Compressed Poisson Noises," Sensors, vol. 19, no. 8, pp. 1-13, April 2019. [SCIE]
• S. B. Yoo* and M. Han, "SCENet: Secondary Domain Intercorrelation Enhanced Network for Alleviating Compressed Poisson Noises," Sensors, vol. 19, no. 8, pp. 1-13, April 2019. [SCIE]
• S. B. Yoo* and M. Han, "Efficient texture creation based on random patches in database and guided filter," IEICE Transactions on Information and Systems, vol. E101-D, no. 11, pp. 2840-2843, Nov. 2018. [SCIE]
• S. B. Yoo* and M. Han, "Efficient texture creation based on random patches in database and guided filter," IEICE Transactions on Information and Systems, vol. E101-D, no. 11, pp. 2840-2843, Nov. 2018. [SCIE]
• S. B. Yoo, K. Choi, Y. W. Jeon, and J. B. Ra*, "Texture enhancement for improving single-image super-resolution performance," Signal Processing: Image Communication, vol. 46, pp. 29-39, Aug. 2016. [SCI]
• S. B. Yoo, K. Choi, Y. W. Jeon, and J. B. Ra*, "Texture enhancement for improving single-image super-resolution performance," Signal Processing: Image Communication, vol. 46, pp. 29-39, Aug. 2016. [SCI]
• S. B. Yoo, K. Choi, and J. B. Ra*, "Post-processing for blocking artifact reduction based on inter-block correlation," IEEE Transactions on Multimedia, vol. 16, no. 6, pp. 1536-1548, Oct. 2014. [SCIE]
• S. B. Yoo, K. Choi, and J. B. Ra*, "Post-processing for blocking artifact reduction based on inter-block correlation," IEEE Transactions on Multimedia, vol. 16, no. 6, pp. 1536-1548, Oct. 2014. [SCIE]
• S. B. Yoo, K. Choi, and J. B. Ra*, "Blind post-processing for ringing and mosquito artifact reduction in coded videos," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 721-732, May 2014. [SCI]
• S. B. Yoo, K. Choi, and J. B. Ra*, "Blind post-processing for ringing and mosquito artifact reduction in coded videos," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 5, pp. 721-732, May 2014. [SCI]
International Conference
International Conference
• T. Do, H. Yang, S. B. Yoo, and I. Oh, "Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment," International Conference on Smart Media and Applications, pp. 1-5, Sep. 2020.
• T. Do, H. Yang, S. B. Yoo, and I. Oh, "Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment," International Conference on Smart Media and Applications, pp. 1-5, Sep. 2020.
• S. B. Yoo and M. Han, "Real-Time Texture Synthesis via Aggregation of Internal and External Patch Candidates," International Conference on ICT Convergence (ICTC), pp. 1446-1450, Oct. 2019.
• S. B. Yoo and M. Han, "Real-Time Texture Synthesis via Aggregation of Internal and External Patch Candidates," International Conference on ICT Convergence (ICTC), pp. 1446-1450, Oct. 2019.
• S. H. Choi, S. B. Yoo, D. Jee, and M. Han, “The Service Scenario of Road Environment Improvement Based on Crowd Sourcing for Smart City,” International Conference on Advanced Communications Technology (ICACT), pp. 292-294, Feb. 2019.
• S. H. Choi, S. B. Yoo, D. Jee, and M. Han, “The Service Scenario of Road Environment Improvement Based on Crowd Sourcing for Smart City,” International Conference on Advanced Communications Technology (ICACT), pp. 292-294, Feb. 2019.
• S. B. Yoo, M. Han, and J. H. Jang, “Texture Super-Resolution Framework Based on Recombination of Self-Examples,” International Conference on Modern Trends in Industrial Engineering, Artificial Intelligence, Computer and Applied Sciences (IACA), pp. 19, April 2018.
• S. B. Yoo, M. Han, and J. H. Jang, “Texture Super-Resolution Framework Based on Recombination of Self-Examples,” International Conference on Modern Trends in Industrial Engineering, Artificial Intelligence, Computer and Applied Sciences (IACA), pp. 19, April 2018.
• S. B. Yoo, K. Choi, S. Park, and J. B. Ra, "An integrated framework for both compression noise reduction and super-resolution, " IEEE Global Conference on Consumer Electronics, pp. 161-162, Oct. 2014.
• S. B. Yoo, K. Choi, S. Park, and J. B. Ra, "An integrated framework for both compression noise reduction and super-resolution, " IEEE Global Conference on Consumer Electronics, pp. 161-162, Oct. 2014.
• D. H. Lee, S. B. Yoo, M. Choi, J. B. Ra, and J. Kim, “Block poisson method and its application to large scale image editing,” IEEE International Conference on Image Processing, pp. 2121-2124, Oct. 2012.
• D. H. Lee, S. B. Yoo, M. Choi, J. B. Ra, and J. Kim, “Block poisson method and its application to large scale image editing,” IEEE International Conference on Image Processing, pp. 2121-2124, Oct. 2012.
• S. B. Yoo, K. Choi, and J. B. Ra, “Post processing for blocking artifact reduction,” IEEE International Conference on Image Processing, pp. 1541-1544, Sep. 2011.
• S. B. Yoo, K. Choi, and J. B. Ra, “Post processing for blocking artifact reduction,” IEEE International Conference on Image Processing, pp. 1541-1544, Sep. 2011.
Domestic Journal
Domestic Journal
• 김민혁, 이응주, 유석봉, "Federated Medical Image Segmentation and Purification Against Adversarial Poisoning Attacks," Journal of Digital Contents Society, Vol. 26, No. 7, pp. 1923-1932, July. 2025.
• 김민혁, 이응주, 유석봉, "Federated Medical Image Segmentation and Purification Against Adversarial Poisoning Attacks," Journal of Digital Contents Society, Vol. 26, No. 7, pp. 1923-1932, July. 2025.
• 박선후, 윤준석, 유석봉, 한승회, "High-Frequency Interchange Network for Multispectral Object Detection," Journal of the Korea Institute of Information and Communication Engineering, Vol. 26, No. 8, pp. 1121-1129, Aug. 2022.
• 박선후, 윤준석, 유석봉, 한승회, "High-Frequency Interchange Network for Multispectral Object Detection," Journal of the Korea Institute of Information and Communication Engineering, Vol. 26, No. 8, pp. 1121-1129, Aug. 2022.
• 이성진, 윤준석, 박선후, 유석봉, "Character Recognition Algorithm in Low-Quality Legacy Contents Based on Alternative End-to-End Learning," Journal of the Korea Institute of Information and Communication Engineering, Vol. 25, No. 11, pp. 1486-1494, Nov. 2021.
• 이성진, 윤준석, 박선후, 유석봉, "Character Recognition Algorithm in Low-Quality Legacy Contents Based on Alternative End-to-End Learning," Journal of the Korea Institute of Information and Communication Engineering, Vol. 25, No. 11, pp. 1486-1494, Nov. 2021.
• 윤준석, 이성진, 유석봉, 한승회, "Hybrid-Domain High-Frequency Attention Network for Arbitrary Magnification Super-Resolution," Journal of the Korea Institute of Information and Communication Engineering, Vol. 25, No. 11, pp. 1477-1485, Nov. 2021.
• 윤준석, 이성진, 유석봉, 한승회, "Hybrid-Domain High-Frequency Attention Network for Arbitrary Magnification Super-Resolution," Journal of the Korea Institute of Information and Communication Engineering, Vol. 25, No. 11, pp. 1477-1485, Nov. 2021.
• 이성진, 김태준, 이충헌, 유석봉, "Image Super-Resolution for Improving Object Recognition Accuracy," Journal of the Korea Institute of Information and Communication Engineering, Vol. 25, No. 6, pp. 774-784, Jun. 2021.
• 이성진, 김태준, 이충헌, 유석봉, "Image Super-Resolution for Improving Object Recognition Accuracy," Journal of the Korea Institute of Information and Communication Engineering, Vol. 25, No. 6, pp. 774-784, Jun. 2021.
• 유석봉, "인공신경망을 활용한 저 품질 레거시 영상 콘텐츠의 고해상도화 기술 동향," 정보통신논문지, 24권 1호, pp. 49-55, 2020년 12월.
• 유석봉, "인공신경망을 활용한 저 품질 레거시 영상 콘텐츠의 고해상도화 기술 동향," 정보통신논문지, 24권 1호, pp. 49-55, 2020년 12월.
Domestic Conference
Domestic Conference
• 박영서, 조연우, 조혜민, 지연우, 유석봉, "동공 중심 특징을 활용한 실시간 시선 추적 기반 무인단말기 시스템" ASK 2025, 2025년 5월.
• 박영서, 조연우, 조혜민, 지연우, 유석봉, "동공 중심 특징을 활용한 실시간 시선 추적 기반 무인단말기 시스템" ASK 2025, 2025년 5월.
• 박병설, 진주찬, 김태영, 강성준, 구동한, 유석봉, "AI 기반 무인 매장 도난 방지 시스템" 한국스마트미디어학회 춘계학술대회, 2025년 5월.
• 박병설, 진주찬, 김태영, 강성준, 구동한, 유석봉, "AI 기반 무인 매장 도난 방지 시스템" 한국스마트미디어학회 춘계학술대회, 2025년 5월.
• 이은기, 유석봉, "딥 페이크 생성을 방해하는 적대적 공격 기술" 제 37회 영상처리 및 이해에 관한 워크샵 (IPIU), 2025년 2월.
• 이은기, 유석봉, "딥 페이크 생성을 방해하는 적대적 공격 기술" 제 37회 영상처리 및 이해에 관한 워크샵 (IPIU), 2025년 2월.
• 정우재, 김종민, 정태성, 이가영, 유석봉, "LLM을 활용한 우울증 진단 및 관리 서비스" ACK 2024, 2024년 10월.
• 정우재, 김종민, 정태성, 이가영, 유석봉, "LLM을 활용한 우울증 진단 및 관리 서비스" ACK 2024, 2024년 10월.
• 김현민, 김다영, 이수아, 주소연, 최여름, 유석봉, "AI를 이용한 음악 생성 플랫폼에 관한 연구" ACK 2024, 2024년 10월.
• 김현민, 김다영, 이수아, 주소연, 최여름, 유석봉, "AI를 이용한 음악 생성 플랫폼에 관한 연구" ACK 2024, 2024년 10월.
• 김민규, 양형준, 송승기, Pan Meng Cheng, 유석봉, "이미지 처리 기반 운전자 이상행동 탐지 및 경고시스템" ACK 2024, 2024년 10월.
• 김민규, 양형준, 송승기, Pan Meng Cheng, 유석봉, "이미지 처리 기반 운전자 이상행동 탐지 및 경고시스템" ACK 2024, 2024년 10월.
• 민치혁, 송혜진, 유보민, 이장안, 정호성, 조홍식, 유석봉, "공감형 대화 생성 인공지능 모델에 관한 연구" ACK 2024, 2024년 10월.
• 민치혁, 송혜진, 유보민, 이장안, 정호성, 조홍식, 유석봉, "공감형 대화 생성 인공지능 모델에 관한 연구" ACK 2024, 2024년 10월.
• 이승헌, 김도연, 김태윤, 조성호, 유석봉, "채팅에서 사용자의 입력을 AI로 분석하여 피드백을 제공하는 연구" ACK 2024, 2024년 10월.
• 이승헌, 김도연, 김태윤, 조성호, 유석봉, "채팅에서 사용자의 입력을 AI로 분석하여 피드백을 제공하는 연구" ACK 2024, 2024년 10월.
• 김경재, 곽준혁, 정지민, 최민준, 유석봉, "C-ITS 정보를 활용한 스마트 보행자 애플리케이션" ACK 2024, 2024년 10월.
• 김경재, 곽준혁, 정지민, 최민준, 유석봉, "C-ITS 정보를 활용한 스마트 보행자 애플리케이션" ACK 2024, 2024년 10월.
• 문영상, 김종준, 나제법, 박건형, 박주헌, 안호균, 유석봉, "C-ITS 정보를 활용한 스마트 보행자 애플리케이션" 한국스마트미디어학회 춘계학술대회, 2024년 5월.
• 문영상, 김종준, 나제법, 박건형, 박주헌, 안호균, 유석봉, "C-ITS 정보를 활용한 스마트 보행자 애플리케이션" 한국스마트미디어학회 춘계학술대회, 2024년 5월.
• 구인완, 김보민, 박규현, 정우진, 유석봉, "AI 영상처리 기반 드론에서의 개인 식별 및 추적 기술" 한국스마트미디어학회 춘계학술대회, 2024년 5월.
• 구인완, 김보민, 박규현, 정우진, 유석봉, "AI 영상처리 기반 드론에서의 개인 식별 및 추적 기술" 한국스마트미디어학회 춘계학술대회, 2024년 5월.
• 윤재현, 이은기, 이문석, 유석봉, "양방향 필터 영상 정화 기반 적대적 공격에 강인한 사람 재식별 기술" 제 36회 영상처리 및 이해에 관한 워크샵 (IPIU), 2024년 2월.
• 윤재현, 이은기, 이문석, 유석봉, "양방향 필터 영상 정화 기반 적대적 공격에 강인한 사람 재식별 기술" 제 36회 영상처리 및 이해에 관한 워크샵 (IPIU), 2024년 2월.
• 이은기, 이문석, 윤재현, 유석봉, "사람 재 식별에서의 적대적 공격 탐지 기술" 제 36회 영상처리 및 이해에 관한 워크샵 (IPIU), 2024년 2월.
• 이은기, 이문석, 윤재현, 유석봉, "사람 재 식별에서의 적대적 공격 탐지 기술" 제 36회 영상처리 및 이해에 관한 워크샵 (IPIU), 2024년 2월.
• 유석봉, "딥러닝 기초," 첨단분야 혁신융합대학사업 CO-WEEK ACADEMY 구두 강연, 2023년 7월.
• 유석봉, "딥러닝 기초," 첨단분야 혁신융합대학사업 CO-WEEK ACADEMY 구두 강연, 2023년 7월.
• 이은기, 이이삭, 유석봉, "적대적 생성 신경망 기반 얼굴 가려짐에 강인한 표정 인식 기술" 제 35회 영상처리 및 이해에 관한 워크샵 (IPIU), 2023년 2월.
• 이은기, 이이삭, 유석봉, "적대적 생성 신경망 기반 얼굴 가려짐에 강인한 표정 인식 기술" 제 35회 영상처리 및 이해에 관한 워크샵 (IPIU), 2023년 2월.
• 유석봉, "딥러닝 최적화 및 응용," AIAI: Deep Learning Summer School 구두 강연, 2022년 7월.
• 유석봉, "딥러닝 최적화 및 응용," AIAI: Deep Learning Summer School 구두 강연, 2022년 7월.
• 유석봉, "시각 메모리 확장과 시간적 관계 기반 이미지 처리 기술 연구," 한국컴퓨터종합학술대회 워크샵 구두 발표, 2022년 6월.
• 유석봉, "시각 메모리 확장과 시간적 관계 기반 이미지 처리 기술 연구," 한국컴퓨터종합학술대회 워크샵 구두 발표, 2022년 6월.
• 이이삭, 홍영기, 윤준석, 김병수, 유석봉, "이미지 캡셔닝 기반 멀티 모달 복합 감정인식 기술," 한국컴퓨터종합학술대회, 2022년 6월.
• 이이삭, 홍영기, 윤준석, 김병수, 유석봉, "이미지 캡셔닝 기반 멀티 모달 복합 감정인식 기술," 한국컴퓨터종합학술대회, 2022년 6월.
• 박진주, 김수형, 이귀상, 유석봉, 김승원, 임은채, 양형정, "ICT 기술과 감정 인식을 이용한 정신질환 치료 방법에 대한 분석," 한국스마트미디어학회 종합학술대회, 2022년 6월.
• 박진주, 김수형, 이귀상, 유석봉, 김승원, 임은채, 양형정, "ICT 기술과 감정 인식을 이용한 정신질환 치료 방법에 대한 분석," 한국스마트미디어학회 종합학술대회, 2022년 6월.
• 유석봉, "End-to-End Learning for Visual Recognition of Low-Resolution Images," 제 31회 신호처리합동학술대회 신진연구자 구두 발표, 2021년 10월.
• 유석봉, "End-to-End Learning for Visual Recognition of Low-Resolution Images," 제 31회 신호처리합동학술대회 신진연구자 구두 발표, 2021년 10월.
• 김희현, 유석봉, "시공간 신경망 기반 감정 행동 인식," 한국스마트미디어학회 춘계학술대회, 2021년 4월.
• 김희현, 유석봉, "시공간 신경망 기반 감정 행동 인식," 한국스마트미디어학회 춘계학술대회, 2021년 4월.
• 유석봉, "이미지 초해상도 기반의 객체 인식 성능 향상에 관한 연구," 제 33회 영상처리 및 이해에 관한 워크샵 (IPIU) 신진연구자 구두 발표, 2021년 2월.
• 유석봉, "이미지 초해상도 기반의 객체 인식 성능 향상에 관한 연구," 제 33회 영상처리 및 이해에 관한 워크샵 (IPIU) 신진연구자 구두 발표, 2021년 2월.
• 유석봉, 한국디지털콘텐츠학회 학술대회 신진연구자 구두 발표, 2020년 12월.
• 유석봉, 한국디지털콘텐츠학회 학술대회 신진연구자 구두 발표, 2020년 12월.
• 이성진, 이충헌, 김태준, 유석봉, "이미지 초해상도 기반 객체 인식 성능 향상에 관한 연구," 한국디지털콘텐츠학회 학술발표대회, 2020년 12월.
• 이성진, 이충헌, 김태준, 유석봉, "이미지 초해상도 기반 객체 인식 성능 향상에 관한 연구," 한국디지털콘텐츠학회 학술발표대회, 2020년 12월.
• 이성진, 유석봉, "실시간 개인정보 객체 인식을 위한 심층 신경망 연구," 한국디지털콘텐츠학회 학술발표대회, 2020년 12월.
• 이성진, 유석봉, "실시간 개인정보 객체 인식을 위한 심층 신경망 연구," 한국디지털콘텐츠학회 학술발표대회, 2020년 12월.
• 이성진, 박찬혁, 고병표, 양형정, 유석봉, "신규 및 친환경 차량번호판 실시간 인식을 위한 데이터베이스 구축 및 인공신경망 개발," 한국멀티미디어학회 하계학술발표대회, 2020년 8월.
• 이성진, 박찬혁, 고병표, 양형정, 유석봉, "신규 및 친환경 차량번호판 실시간 인식을 위한 데이터베이스 구축 및 인공신경망 개발," 한국멀티미디어학회 하계학술발표대회, 2020년 8월.
• 도탄콩, 양형정, 유석봉, 김수형, 이귀상, "강화 학습과 지도 학습을 결합한 패혈증 치료 정책 개선," 한국스마트미디어학회 춘계학술대회, 2020년 5월.
• 도탄콩, 양형정, 유석봉, 김수형, 이귀상, "강화 학습과 지도 학습을 결합한 패혈증 치료 정책 개선," 한국스마트미디어학회 춘계학술대회, 2020년 5월.
• 유석봉, 이훈기, 한미경, "패치 데이터베이스 기반 고효율 텍스쳐 세밀감 향상 기법," 대한전자공학회 하계종합학술대회, 2018년 6월.
• 유석봉, 이훈기, 한미경, "패치 데이터베이스 기반 고효율 텍스쳐 세밀감 향상 기법," 대한전자공학회 하계종합학술대회, 2018년 6월.
• 유석봉, 최규하, 신건식, 나종범, "적응적인 블록 현상 후처리 기법," 대한전자공학회 하계종합학술대회, 2011년 6월.
• 유석봉, 최규하, 신건식, 나종범, "적응적인 블록 현상 후처리 기법," 대한전자공학회 하계종합학술대회, 2011년 6월.
Patents
Patents
International Patents (Registered)
International Patents (Registered)
• [US 11727533] Apparatus and method for generating super resolution image using orientation adaptive parallel neural networks, Aug. 2023.
• [US 11727533] Apparatus and method for generating super resolution image using orientation adaptive parallel neural networks, Aug. 2023.
• [US 11532075] Display apparatus for restoring high-frequency component of input image and image processing method thereof, Dec. 2022.
• [US 11532075] Display apparatus for restoring high-frequency component of input image and image processing method thereof, Dec. 2022.
• [US 11430090] Method and apparatus for removing compressed Poisson noise of image based on deep neural network, Aug. 2022.
• [US 11430090] Method and apparatus for removing compressed Poisson noise of image based on deep neural network, Aug. 2022.
• [US 11393427] Image processing apparatus and recording medium, July 2022.
• [US 11393427] Image processing apparatus and recording medium, July 2022.
• [US 10915993] Display apparatus and image processing method thereof, Oct. 2021.
• [US 10915993] Display apparatus and image processing method thereof, Oct. 2021.
• [US 10846830] Display apparatus and control method thereof, Nov. 2020.
• [US 10846830] Display apparatus and control method thereof, Nov. 2020.
• [US 10650779] Image processing apparatus and recording medium, May 2020.
• [US 10650779] Image processing apparatus and recording medium, May 2020.
• [US 10515440] Display apparatus and image processing method thereof, Dec. 2019.
• [US 10515440] Display apparatus and image processing method thereof, Dec. 2019.
• [US 9621884] Method and apparatus for estimating a quantization table for a video image, Apr. 2017.
• [US 9621884] Method and apparatus for estimating a quantization table for a video image, Apr. 2017.
• [US 8664636] Method and apparatus for removing image blocking artifact by using transformation coefficient, Feb. 2014.
• [US 8664636] Method and apparatus for removing image blocking artifact by using transformation coefficient, Feb. 2014.