| 139 | Dhivyaa S P, Duy-Phuong Dao, Hyung-Jeong Yang*, Jahae Kim, "Adaptive Cross-Modal Representation Learning for Heterogeneous Data Types in Alzheimer Disease Progression Prediction with Missing Time Point and Modalities", ICPR2024, India, 2024.12, (중견2023 IITP2023, ITRC2024, 우수학술대회(1)) | PDF |
| 138 | Minh-Duc Nguyen, Hyung-Jeong Yang*, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim, "Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic Setting", ICPR24, India, 2024.12, (BRL2023, IITP2023, 우수학술대회(1)) | PDF |
| 137 | Eunchae Lim, Hyeon-Ji Yang, Hyung-Jeong Yang*, Soo-Hyung Kim, Seungwon Kim, Ji-Eun Shin, Aera Kim, "Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text", MuSe'24, 2024. 10. (BRL2023, IITP2023) | PDF |
| 136 | Jinwon Heo, Jangsun Baek, Hyung-Jeong Yang*, "Robust Deep Clustering with Normality Transformation in Variational Autoencoder", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (중견2023, IITP2023) | PDF |
| 135 | Prabesh Paudel, Hyung-Jeong Yang*, Seungwon Kim, Ji-Eun Shin, Soo-Hyung Kim, "Improved Valence and Arousal on Stress Analysis with added Facial Expression Unit", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (BRL2023, IITP2023) | PDF |
| 134 | Youngwoo Jo, Hyungjeong Yang*, Yoonjeong Shin and Miyoung Chang, "RAG-Based Medical Scenario Generation Using Knowledge Graph Structure", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (IITP2023, G-ITRC) | PDF |
| 133 | Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim, "Conditional Diffusion Model for Longitudinal Medical Image Generation", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (중견2023, IITP2023) | PDF |
| 132 | Yishan Jiang, Hyung-Jeong Yang*, Jahae Kim, "End-to-End Prediction of Cognitive Progression in Parkinson's Disease Using Clinical Features and DAT SPECT Images", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (중견2023, IITP2023) | PDF |
| 131 | Thanh-Cong Do, Hyung-Jeong Yang*, Hyeong-Chae Yang, "Obstructive Sleep Apnea Diagnosis with Dual-channel Transformer", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (중견2023, IITP2023) | PDF |
| 130 | Eunchae Lim ,Hyung-Jeong Yang*, Seungwon Kim, Ji-Eun Shin, Soo-Hyung Kim, Aera Kim, "Hi-MMFAN: Hierarchical Multi-modal Fusion Attention Network for Emotion Recognition", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (BRL2023, IITP2023, G-ITRC) | PDF |
| 129 | Minh-Duc Nguyen, Hyung-Jeong Yang*, Seungwon Kim, Ji-Eun Shin, Soo-Hyung Kim, "Leveraging WaveNet for Dynamic Listening Head Modeling from Speech", The 20th International Conference on Multimedia Information Technology and Applications(MITA 2024), 2024.07, (BRL2023, IITP203) | PDF |
| 128 | Minh-Duc Nguyen, Hyung-Jeong Yang*, Ngoc-Huynh Ho, Soo-Hyung Kim, Seungwon Kim, Ji-eun Shin, "Vector Quantized Diffusion Models for Multiple Appropriate Reactions Generation", 18th IEEE International Conference on Automatic Face and Gesture Recognition(FG2024), 2024.04, (BRL2023, IITP2023) | PDF |
| 127 | Dang-Khanh Nguyen, Soo-Hyung Kim, Hyung-Jeong Yang*, Prabesh Paudel, "Multiple Facial Reaction Generation using Gaussian Mixture of Models and Multimodal Bottleneck Transformer", 18th IEEE International Conference on Automatic Face and Gesture Recognition(FG2024), 2024.04, (BRL2023, IITP2023) | PDF |
| 126 | Dang-Khanh Nguyen, Sudarshan Pant, Aera Kim, Soo-Hyung Kim, Hyung-Jeong Yang*, "A Transformer-based Approach to Video Frame-level Prediction in Affective Behavior Analysis In-the-wild", BigDas2023, 2023.07, (BRL2023, IITP2023) | PDF |
| 125 | Ngoc-Huynh Ho, Hyung-Jeong Yang*, Jahae Kim, "Prediction of Alzheimer’s Disease Progression using Multiview Dense Residual Attention and Stack Polynomial Attention", BigDas2023, 2023.07, (중견2023, IITP2023) | PDF |
| 124 | Duy-Phuong Dao, Hyung-Jeong Yang*, Eun-Chae Lim, Soo-Hyung Kim, "Cross Attention-based Multimodal Fusion for Depression Prediction", BigDas2023, 2023.07, (중견2023, 정신과과제(전), IITP2023) | PDF |
| 123 | Eunchae Lim, Changyeong Kim, Zeyue Lin, Yinfeng Shen, Shengyu Liu, Kyoung-Yun Kim, Hyung-Jeong Yang*, "Metadata Model Construction and Annotation Framework to Build Product Data Repository for Cloud Manufacturing", Springer, Proceedings of FAIM 2023, Vol 2,pp.696-704, 2023.06, (해외공동연구) | PDF |
| 122 | Dang-Khanh Nguyen, Hyung-Jeong Yang*, Seung-Won Kim, Guee-Sang Lee, Soo-Hyung Kim, Joo-Wan Kim, Min Jhon, "Multimodal Transformer for Automatic Depression Estimation System", IW-FCV2023, Poster Session 2-7, 2023.02, (BRL2020) | PDF |
| 121 | Sy-Phuc Pham*, Sae-Ryung Kang*, Hyung-Jeong Yang**, Deok-Hwan Yang**, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, "Diffuse Large B-cell Lymphoma Survival Prediction using Encoding Clinical Features", IW-FCV2023, Poster Session 2-1, 2023.02, (중견연구) | PDF |
| 120 | Irfan Haider, Soo-Hyung Kim, Hyung-Jeong Yang and Guee-Sang Lee*. "Emotion Recognition by using optimised deep features", IW-FCV2023, Poster Session 1-4, 2023.02, (의사과학자사업, 2020BRL) | PDF |
| 119 | Ruturaj Mahadshetti, Guee-Sang Lee*, Hyung-Jeong Yang,Soo-Hyung, Kim, "LHFAN: Scene Text Recognition Method Based on Multi-level Feature Fusion and Enhancement of Semantic Knowledge", IW-FCV2023, Poster Session 1-13, 2023.02, (의사과학자사업, 2020BRL) | PDF |
| 118 | Tien-Bach-Thanh Do, Dang-Linh Trinh, Minh-Trieu Tran, Guee-Sang Lee*, Soo-Hyung Kim, Hyung-Jeong Yang, "Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor Segmentation", LNCS, vol. 12963, pp. 210-221, 2022.07 (의사과학자) | LNCS |
| 117 | Sy-Phuc Pham, Sae-Ryung Kang, Hyung-Jeong Yang∗, Deok-Hwan Yang, Soo-Hyung Kim, Guee-Sang Lee, "Prognosis Prediction using Multimodal Deep Learning in Diffuse Large B-cell Lymphoma Patients", BigDas2022, (2022). (2020BRL) | PDF |
| 116 | Hoai-Duy Le, Hyung-Jeong Yang * , Soo-Hyung Kim, Guee-Sang Lee, Seok-Bong Yoo, Ngoc-Huynh Ho, Sudarshan Pant, "End-to-end Multimodal Transformer Fusion for Video Emotion Recognition", BigDas2022, (2022). (2020BRL) | PDF |
| 115 | Eun-Chae Lim , Sudarshan Pant , Hyung-Jeong Yang*, Soo-Hyung Kim, Guee-Sang Lee, Aera Kim, "KERC2022: Drama Script-based Korean Emotion Recognition Challenge", BigDas2022, (2022). (2022BRL) | PDF |
| 114 | Dang-Khanh Nguyen , Hoai-Duy Le, Seok-Bong Yoo, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang*, "Analyzing Context and Speaker Memory using Pretrained Language Model for Emotion Recognition in Korean Conversation task", BigDas2022, (2022). (2020BRL) | PDF |
| 113 | Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Huyng Kim, Hyung-Jeong Yang*, "Affective Behavior Analysis using Action Unit Relation Graph and Multi-task Cross Attention," ECCV Workshop (2022). (2020BRL) with 4th ABAW competition. | PDF |
| 112 | Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Huyng Kim, Hyung-Jeong Yang*. "An Attention-Based Method for Multi-Label Facial Action Unit Detection." 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2022. | PDF |
| 111 | Duy Phuong Dao, Hyung-Jeong Yang*, Gueesang Lee, SOO-HYUNG Kim, NGOC-HUYNH HO, Sudarshan Pant, Sae-Ryung Kang, In-Jae Oh, “Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality”, ICPR2022. (2020중견)(IF : 1, BK Conference) | PDF |
| 110 | Thanh Cong Do, Hyung-Jeong Yang*, Gueesang Lee, SOO-HYUNG Kim, Sae-Ryung Kang, “Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning”, ICPR2022. (2020중견)(IF : 1, BK Conference) | PDF |
| 109 | Nguyen Hong Hai, Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim*, "MAFCL: Multimodal Attention Fusion with Combined Loss for Sentiment Recognition in Stress-induced Circumstances" Proc. 2021 Int. Conf. Smart Media and Applications, pp. 16-19, 2021.09(2020BRL) | PDF |
| 108 | Duong, Anh-Quang, Ngoc-Huynh Ho, Hyung-Jeong Yang, Guee-Sang Lee, and Soo-Hyung Kim. "Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding." In Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, pp. 37-42. 2021. (2020BRL) | PDF |
| 107 | Songa Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, and Soo-Hyung Kim*, "The 2nd Korean Emotion Recognition Challenge: Methods and Results," Proc. Int. Workshop on Frontiers in Computer Vision(IWFCV 2021), Daegu, Korea, Feb. 2021. (2020BRL/의사과학자) | PDF |
| 106 | V. T. Huynh, H. -J. Yang, G. -S. Lee and S. -H. Kim, "Multimodality Pain and related Behaviors Recognition based on Attention Learning," 2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), 2020, pp. 814-818, DOI: 10.1109/FG47880.2020.00034. | PDF |
| 105 | Hoai-Duy Le, Hyung-Jeong Yang*, Ngoc-Huynh Ho, Sudarshan Pant, “Attention-based Image and Text Fusion for Deep Multimodal Classification in Disaster Analysis”, BIC 2021, Aug 2021 (ITRC) | PDF |
| 104 | Ngoc-Huynh Ho, Hyung-Jeong Yang*, Jahae Kim, Duy-Phuong Dao, Sudarshan Pant, “RASurv: Residual Attention-aware Method for Progression-free Survival of Alzheimer’s Disease”, BIC 2021, Aug 2021 (중견) | PDF |
| 103 | Inha Seo, Vo Thi Tuong Vi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim*, "KERC 2019: The 1st Korean Emotion Recognition Challenge", SMA 2020, Sep 2020 (2020BRL) | PDF |
| 102 | Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee*, "Deep Learning-Based Inpainting for Chest X-ray Image", SMA 2020, Sep 2020 (혁신의사) | PDF |
| 101 | Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Jung-Hee Kim, Soo-Hyung Kim*, "Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements", SMA 2020, Sep 2020 (2020BRL) | PDF |
| 100 | Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee*, "Multitask Learning with Boundary Awareness for Skin Lesion Segmentation", SMA 2020, Sep 2020 (혁신의사) | PDF |
| 99 | Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee*, "Multiple Models Using Temporal Feature Learning for Emotion Recognition", SMA 2020, Sep 2020 (2020BRL) | PDF |
| 98 | Thanh-Hung Vo, Guee-Sang Lee, Hyung-Jeong Yang, Sae-Ryung Kang, In-Jae Oh, Soo-Hyung Kim*, "Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data", SMA 2020, Sep 2020 (혁신의사) | PDF |
| 97 | Duy-Phuong Dao, Ngoc-Huynh Ho, Jahae Kim, Hyung-Jeong Yang*, "Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer’s Disease", SMA 2020, Sep 2020 (중견, 혁신의사) | PDF |
| 96 | Do Truong Dong, Kyungbaek Kim, Hyuk-Ro Park, Hyung-Jeong Yang*, "Image and Encoded Text Fusion for Deep Multi-Modal Clustering", SMA 2020, Sep 2020 (ITRC) | PDF |
| 95 | Thanh-Cong Do, Hyung-Jeong Yang*, Seok Bong Yoo, In-Jae Oh, "Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment", SMA 2020, Sep 2020 (중견, 혁신의사, ITRC) | PDF |
| 94 | Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee*, "Lung tumor segmentation by fusing 2D and 3D models" IW-FCV2020, pp.1-6, Feb. 2020. (BRL,의사과학자) | PDF |
| 93 | Duc-Ky Ngo, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee*, "Hierarchical Attention Network for Brain Tumor Segmentation in MR Images" IW-FCV2020, pp.1-8, Feb. 2020. (BRL,의사과학자) | PDF |
| 92 | Van Thong Huynh, Aran Oh, Soo-Hyung Kim*, Guee-Sang Lee, Hyung-Jeong Yang "Estimate Engagement Intensity with Eye Movements" IW-FCV2020, pp.1-7, Feb. 2020. (BRL) | PDF |
| 91 | Trinh Le Ba Khanh, Tran Thi Dung, Guee Sang Lee, Soo Hyung Kim, Hyung-Jeong Yang* "Improved U-Net for Medical Image Segmentation using Attention Gate " IW-FCV2020, pp.1-6, Feb. 2020. (BRL,중견) | PDF |
| 90 | Truong-Dong Do, Hyung-Jeong Yang*, Aran Oh, Do Thanh Cong, Huykro Park "Natural Disasters Tweets Analysis using Deep Multimodal Clustering with Autoencoded Embedding" IW-FCV2020, pp.1-9, Feb. 2020. (BRL,중견) | PDF |
| 89 | Xuan-Bac Nguyen, Guee-Sang Lee, Soo-Hyung Kim*, Hyung-Jeong Yang "Audio-Video based Emotion Recognition Using Minimum Cost Flow Algorithm" SMA2019, pp.3737-3741, Dec. 2019. (BRL) | PDF |
| 88 | Van Thong Huynh, Soo-Hyung Kim*, Guee-Sang Lee, Hyung-Jeong Yang "Eye Semantic Segmentation with A Lightweight Model" SMA2019, pp.3704-3707, Dec. 2019. (BRL) | PDF |
| 87 | Thanh-Hung, SoonJa Yeom, In-Seop Na, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim* "Combination of CNN and RNN for Speech Emotion Recognition" SMA2019, pp. 163-166, Dec. 2019. (BRL) | PDF |
| 86 | So-Yeon Kim, Cuong Pham, Hyung-Jeong Yang, Hyung-Seok Kim, Soo-Hyung Kim*, "Age Estimation from Mandible CT Voxels using 3D CNN Model" SMA2019, pp. 81-84, Dec. 2019. | PDF |
| 85 | Vo Thi Tuong Vi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim*, "Multiple Filter U-net for Liver Segmentation from CT Images" SMA2019, pp. 54-58, Dec. 2019. (BRL,의사과학자) | PDF |
| 84 | Tien X. Dang, Thanh-Hung Vo, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network," Proc. 2019 ACM Int. Conf. Multimodal Interaction(ICMI 2019), Suzhou, China, Oct. 2019. (BRL) (to appear) | |
| 83 | Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Engagement Intensity Prediction with Facial Behavior Features," Proc. 2019 ACM Int. Conf. Multimodal Interaction(ICMI 2019), Suzhou, China, Oct. 2019. (BRL/지역우수) (to appear) | |
| 82 | Ngoc Hoang Nguyen, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang, "Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information," Proc. 2019 IEEE Int. Conf. Image Processing(ICIP 2019), pp. 539-543, Taipei, Taiwan, Sep. 2019. (BRL) | PDF |
| 81 | Son Thai Ly, Nhu-Tai Do, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang, "A 3D Face Modeling Approach for In-the-wild Facial Expression Recognition on Image Datasets," Proc. 2019 IEEE Int. Conf. Image Processing(ICIP 2019), pp. 3492-3496, Taipei, Taiwan, Sep. 2019. (BRL) | PDF |
| 80 | Son Thai Ly, Nhu-Tai Do, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang, "Multimodal 2D and 3D for In-the-wild Facial Expression Recognition," Proc. 2019 IEEE CVPR Precognition Workshop, Long Beach, USA, June 2019. (BRL) | PDF |
| 79 | Nhu-Tai Do, Sang-Don Joo, Hyung-Jeong Yang, Sung Taek Jung and Soo-Hyung Kim, "Knee Bone Tumor Segmentation from radiographs using Seg-Unet with Dice Loss," Proc. Int. Workshop on Frontiers in Computer Vision(IWFCV 2019), Gangnung, Korea, Feb. 2019. (LINC+) | PDF |
| 78 | Cuong Pham, Hai-Duong Nguyen, Guee-Sang Lee, Hyung-Jeong Yang and Soo-Hyung Kim, "Improved Deep learning method for Bone Age Assessment using Deep Hierarchical Features," Proc. Int. Workshop on Frontiers in Computer Vision(IWFCV 2019), Gangnung, Korea, Feb. 2019. (BRL/LINC+) | PDF |
| 77 | Thong Van Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, In-Seop Na, "Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model," Proc. Int. Conf. Machine Learning and Smart Computing(ICMLSC 2019), pp. 166-169, DaLat, Vietnam, Jan. 2019. (BRL/GCS) | PDF |
| 76 | Nhu-Tai Do, In-Seop Na, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Forensics Face Detection From GANs Using Convolutional Neural Network," Proc. 2018 Int. Symp. Information Technology Convergence, pp. 376-379, Jeonju, Korea, Oct. 2018. (BRL/GCS) | PDF |
| 75 | Son Thai Ly, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang, "3D Convolution and Convolution LSTM for Gesture-based Emotion Recognition," Proc. 2018 Int. Symp. Information Technology Convergence, pp. 554-557, Jeonju, Korea, Oct. 2018. (BRL) | PDF |
| 74 | Trinh Le Ba Khanh, Do Truong Dong, Hyung-Jeong Yang, "Improved U-Net for Lung Tumor Segmentation using Attention mechanism and Tversky loss", BIGDAS, pp. 112-117, 2019.08 (중견) | PDF |
| 73 | Tien Anh Nguyen, Hyung-Jeong Yang, "Pre-training of Deep Bidirectional Transformer for Text Clustering",BIGDAS, pp. 174-179, 2019.08 (ITRC) | PDF |
| 72 | Ngoc-Huynh Ho, Hyung-Jeong Yang, Ho-Chun Song, Jahae Kim, "ADeepTool: Application Tool for Alzheimer’s Disease Diagnosis Based on Deep Learning Approach", BIGDAS, pp. 135-142, 2019.08 (중견) | PDF |
| 71 | Nhu Tai Do,Sang Don Joo, Hyung-Jeong Yang, Sung Taek Jung, Soo-Hyung Kim*,"Knee Bone Tumor Segmentation from radiographs using Seg-Unet with Dice Loss", 25th International Workshop on Frontiers of Computer Vision(IW-FCV2019), 2019.02(의료융복합) | PDF |
| 70 | Cuong Pham, Hai Duong, Nguyen, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim*,"Bone Age Assessment With X-ray Left-hand Scan Using Hierarchical Deep Features", 25th International Workshop on Frontiers of Computer Vision(IW-FCV2019), 2019.02(BRL.의료융복합) | PDF |
| 69 | Ngoc-Huynh Ho, Hyung-Jeong Yang, Luu-Ngoc Do, Soo-Hyung Kim, Gueesang Lee, "Early Fusion-based Emotion Recognition Using Multiple Audio Features from GMM Supervector and Deep Convolutional Neural Network," Proc. 6th Int. Conf. Big Data Applications and Services, pp. 78-84, Zhengzhou, China, August 2018. | PDF |
| 68 | Luu-Ngoc Do, Il-Woo Park, Hyung-Jeong Yang*, Byung-Hyun Baek, Seul-Kee Kim, Yoonho Nam, Woong Yoon, "Automatic Assessment of DWI-ASPECTS for Assessment of Acute Ischemic Stroke using 3D Convolutional Neural Network", BIGDAS, 2018.(NRF) | PDF |
| 67 | Anh Tien Nguyen, Hyung-Jeong Yang*, Gueesang Lee, Soo-Hyung Kim, Luu-Ngoc Do and Trinh Le Ba Khanh, "Quality Evaluation of Synthesized Human Face Images From Generative Adversarial Network", Proc. 6th Int. Conf. Big Data Applications and Services, pp.180-185, Zhengzhou, China, August 2018. (NRF) | PDF |
| 66 | Dinh-Son Tran, Hyung-Jeong Yang*, Soo-Hyung Kim, Guee Sang Lee, Mi-sun Kim, "Hand Gesture Recognition in Depth Videos using 3 Dimensional Convolution Neural Network", The International Conference on Big data, IoT, and Cloud Computing BIC2018(GCS, ITRC) | PDF |
| 65 | In-Seop Na*, Soo-Hyung Kim, Guee Sang Lee, Hyung-Jeong Yang, "Design of Non-Contact Multi-Modal Emotion Recognition System", The International Conference on Smart Media & Applications(SMA 2018), 2018.06(BRL) | PDF |
| 64 | Thong Huynh-Van, Trinh Le Ba Khanh, Tuan Anh Tran, Khuong Nguyen-An, Hyung-Jeong Yang, Soo-Hyung Kim*,"Learning to Detect Tables in Document Images using Line and Text Information", Proceedings of 2018 The 2nd Internaional Conference on Machine Learning and Soft Computing(ICMLSC 2018),pp151-155, 2018.02(BRL) | PDF |
| 63 | Nhu-Tai Do, Soo-Hyung Kim*, Hyung-Jeong Yang, Guee-Sang Lee, In-Seop Na, "Face Tracking with Convolutional Neural Network Heat-Map", Proceedings of 2018 The 2nd Internaional Conference on Machine Learning and Soft Computing(ICMLSC 2018),pp29-33, 2018.02(BRL.GCS) | PDF |
| 62 | Son Thai Ly, Guee Sang Lee*, Soo-Hyung Kim, Hyung-Jeong Yang, In-Seop Na, "Target Person Detection for Emotion Recognition in Action-based Videos", The International Conference on Smart Media & Applications(SMA 2018), 2018.06(BRL) | PDF |
| 61 | Nguyen Ngoc Hoang, Guee Sang Lee*, Soo-Hyung Kim, Hyung-Jeong Yang, In-Seop Na, "Multi - Transfer Models for Tampered Face GAN Image Detection", The International Conference on Smart Media & Applications(SMA 2018), 2018.06(BRL) | PDF |
| 60 | Dinh-Son Tran, Hyung-Jeong Yang*, Soo-Hyung Kim, Guee Sang Lee, Luu-Ngoc Do, Ngoc-Huynh Ho and Van Quan Nguyen, "Audio-based Emotion Recognition using GMM Supervector and SVM Linear Kernel", Proceedings of 2018 The 2nd Internaional Conference on Machine Learning and Soft Computing(ICMLSC 2018), 2018.02(ITRC, BRL) | PDF |
| 59 | Van Quan Nguyen, Jong Min Joo, Tien Nguyen Anh, Huyng-Jeong Yang, "Social media based event detection using multi-embedding and deep learning", KSC 2017 | PDF |
| 58 | Luu-Ngoc Do,Hyung-Jeong Yang*,Ngoc-Huynh Ho,Soo-Hyung Kim,Guee-Sang Lee, "A Fusion Model for Emotion Recognition from Audio- Video Data" The 5th International Conference on Big Data Applications and Services(5th BIGDAS). 2017.11, Jeju Island, South Korea.(BRL,중견) | PDF |
| 57 | Luu-Ngoc Do,Hyung-Jeong Yang*, "Musical Symbol Detection and Recognition with Regional Convolutional Neural Network" The 5th International Conference on Big Data Applications and Services(5th BIGDAS). 2017.11, Jeju Island, South Korea.(BRL,중견) | PDF |
| 56 | Van Quan Nguyen,Tien Nguyen Anh,Hyung-Jeong Yang*, "Multi-word Embeddings CNN for Identifying Informative Messages" The 5th International Conference on Big Data Applications and Services(5th BIGDAS). 2017.11, Jeju Island, South Korea.(ITRC,중견)(Best Paper Award) | PDF |
| 55 | QuangNhat Vo, Gueesang Lee*, Soo Hyung Kim, Hyung Jeong Yang,"Text line segmentation using a fully convolutional network in handwritten document images,"IET Image Processing,(IF:1.044), Available online on Nov. 6, 2017. (DOI: 10.1049/iet-ipr.2017.0083)(BRL) | PDF |
| 54 | Tien-Duong Vu, Ngoc-Huynh Ho, Jong-Min Joo, Soo-Hyung Kim, Young-Chul Kim, *Hyung-Jeong Yang, Jahae Kim, Ho-Chun Song, "Detect Alzheimer’s disease by Multimodal Deep Learning Network using Convolutional Autoencoder." The International Conference on Big data, IoT, and Cloud Computing (BIC 2017). 2017.08, Jeju Island, South Korea.(지역혁신, BRL ,중견) (Best Paper Award) | PDF |
| 53 | Son Tung Trieu, Soo-hyung Kim, Hyung-Jeong Yang, Guee Sang Lee*, Dong-Ok Cho, Jin-Gwang Koh, "Using Fully Convolutional Network for Text Detection." Proc. 1st Int. Conf. Software & Smart Convergence(ICSSC 2017). 2017.06 | PDF |
| 52 | Van Quan Nguyen, Huyng-Jeong Yang*, Young-chul Kim, Soo-hyung Kim, Guee Sang Lee, Minku Kwon, "Design and Implementation of Event Detection System on Hadoop." Proc. 1st Int. Conf. Software & Smart Convergence(ICSSC 2017). 2017.06(ITRC,지역혁신,농진청) | PDF |
| 51 | Hong Tai Tran, Min Ku Kwon, Guee Sang Lee, Hyung Jeong Yang, Young Chul Kim,In Seop Na, Soo Hyung Kim* "Human Face Tracking with Cascaded CNN Face Detector and Enhanced Active Appearance Model." Proc. 1st Int. Conf. Software & Smart Convergence(ICSSC 2017). 2017.06(GCS,지역혁신)(Best Paper Award) | PDF |
| 50 | Tien Duong Vu, Hyung-Jeong Yang*, Van Quan Nguyen, A-Ran Oh, Mi-Sun Kim "Multimodal learning using convolution neural network and Sparse Autoencoder." Big Data and Smart Computing (BigComp), 2017 IEEE International Conference on. IEEE, 2017.02(일반2,ITRC) | PDF |
| 49 | Van Quan Nguyen, Hyung-Jeong Yang*, Kyungbaek Kim, A-Ran Oh "Real-time Earthquake Detection using Convolutional Neural Network and Social Data", IEEE BigMM 2017, USA, 2017.04(ITRC) | PDF |
| 48 | Thao Nguyen Thieu,Hyung Jeong Yang*,Tien Duong Vu, Sun-Hee Kim "Tensor Completion based on Tucker Factorization for Missing Value Imputation", ICBCE 2016, Los Angeles, USA, April 20-22, 2016.(일반2,농진청) | PDF |
| 47 | Thao Nguyen Thieu,Hyung Jeong Yang*,Sun Hee Kim,Aran Oh "Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals", BIGDAS 2015, Jeju Island, South Korea, Oct. 2015. (일반2) | PDF |
| 46 | Hong Quy Nguyen, Hyung Jeong Yang*, Thao Nguyen Thieu, "Feature Extraction from Covariance by Using Kernel Method for Classifying Polysomnographys Data", 9th ICUIMC 2015, Bali, Indonesia, Jan. 2015, (중견) | PDF |
| 45 | Luu-Ngoc Do, Hyung-Jeong Yang*, Cong-Minh Dinh, Hoe-Yun Jeong, " Line Adjacency Graph-based Fuzzy Model for Musical Symbols Recognition," 3rd International Conference on Smart Media Applications (SMA2014) , Chiang Mai, Thailand, Dec.2014 (ITRC,삼성,일반) | PDF |
| 44 | Tam Nguyen, QuangNhat Vo, SooHyung Kim, HyungJeong Yang, GueeSang Lee*, "A NOVEL AND EFFECTIVE METHOD FOR SPECULAR DETECTION AND REMOVAL BY TENSOR VOTING," IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING(ICIP2014), Paris, France, October.2014 (ITRC) | PDF |
| 43 | Quang Nhat Vo, Tam Nguyen, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee*, "Distorted Music Score Recognition without Staffline Removal ," 22nd International Conference on Pattern Recognition(ICPR2014), Stockholm, Sweden, August.2014 (ITRC,중견) | PDF |
| 42 | Hoang-Nam Bui, In-Seop Na*, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim, "Boosted Stable Path for Staff-line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique ," 22nd International Conference on Pattern Recognition(ICPR2014), Stockholm, Sweden, August.2014 (ITRC,중견) | PDF |
| 41 | Thao Nguyen Thieu, Ngoc Anh Nguyen, Hyung-Jeong Yang, "Seizure Detection in EEG Signals using Factor Analysis to Extract Features", ICFW 2014,2014.10 (ITRC,일반) | PDF |
| 40 | Hoe-Yun Jeong and Hyung-Jeong Yang,"Text Line Detection based on Weighted Moving Average", ISITC 2014,Chonbuk National University, Korea, (ITRC) | PDF |
| 39 | Huu Tan Tran, Kyoung-Yun Kim, Hyung-Jeong Yang,"Weldability Prediction of AHSS Stackups Using Support", ICCRD2014, Muong Thanh Hanoi Hotel Hanoi Vietnam, (ITRC,중견) | PDF |
| 38 | Trung-Quy Nguyen, Soo-Hyung Kim, In-Seop Na, Guee-Sang Lee, Hyung-Jeong Yang, "Adaptive LineTrack Height Algorithm for Staff Line Removal from Music Score Images," FCV 2014, Okinawa National College of Technology (삼성, 중견) | PDF |
| 37 | Hong Quy Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, "Automatic Touching Detection and Recognition of Music Chord using Auto-Encoding and Softmax," ICUIMC 2014, Siem Reap, Cambodia (ITRC, 삼성, 중견) | PDF |
| 36 | Hong Quy Nguyen,HyungJeong Yang,Soo-Hyung Kim,Guee-Sang Lee,In-Seop Na "Rule-based Key and Time Signature Detection,"International Conference on Convergence Content(ICCC) 2013, Vol 11,No 2 , pp 41-42(Okinawa, Japan),2013.11.(ITRC,삼성,중견) | PDF |
| 35 | Luu-Ngoc Do,Hong Quy Nguyen,HyungJeong Yang, "Cognitive States Detection in fMRI Data based on Multi-Voxel Activity,"International Conference on Convergence Content(ICCC) 2013, Vol 11,No 2 , pp 87-89(Okinawa, Japan),2013.11. | PDF |
| 34 | Sunhee Kim, Christos Faloutsos and Hyungjeong Yang, "EEG-MINE: Mining and understanding epilepsy data,"Lecture Notes in Computer Science, Volume 7867, 2013, pp 155-167 (DANTH 2013 in PAKDD, Gold Coast, Australia), 2013, 4.(중견,ITRC) | PDF |
| 33 | SeJin Han, GueeSang Lee, SooHyung Kim, HyungJeong Yang, "Optical Music Score Recognition System,"Proc. Int. Conf. Smart Media and Applications 2013, Vol 2,No 1 2013, pp 120-127(Kota-Kinabalu, Malaysia), 2013, 10.(ITRC,삼성) | PDF |
| 32 | Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang, "Fractal analysis of Epilepsy EEG data", The 18TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING(HI KDD2012), Beijing, China, 2012, 8.(ITRC,일반) | PDF |
| 31 | Nguyen Thi Ngoc Anh, Hyung-Jeong Yang, Soo-Hyung Kim, Sun-Hee Kim, "Hidden Dynamic Learning for Long-Interval Consecutive Missing Value Reconstruction in EEG Time Series", The 2011 IEEE International Conference on Granular Computing(GrC2011), Kaohsiung, Taiwan, Nov.8-10, 2011.(ITRC, 여성과제) | PDF |
| 30 | JunSik Lim, SooHyung Kim, GueeSang Lee, HyungJeong Yang,"Skeletonization of Cursive Scripts In Wine Label Images," YES-ICuC 2011(ITRC) | PDF |
| 29 | Keunho Choi, Kyoung-Yun Kim, Hyung-Jeong Yang, "SET APPROXIMATION BASED COMBINATORIAL SEARCH FOR TRANSFORMATIVE PRODUCT DESIGN," SDPS 2011, Jeju Korea, 2011, 6. | PDF |
| 28 | JunSik Lim, Soohyung Kim, JongHyun Park, GueeSang Lee, HyungJeong Yang and ChilWoo Lee, "Recognition of Text in Wine Label images," Proc. 1st CJK Joint Workshop on Pattern Recognition (CJKPR 2009), pp. 911-915, Nanjing, China, November 2009. | PDF |
| 27 | Ngoc Anh Thi Nguyen, Sun-Hee Kim, Hyung-Jeong Yang, Soo-Hyung Kim, "Hidden variables detection based on incremental approach for non-stationary EEG signals classification", CJKPR 2010, November 4-5, 2010, Fukuoka, Japan, pages 128-133(ITRC) | PDF |
| 26 | Sun-Hee Kim, Hyung-Jeong Yang, Soo-Hyung Kim, "Electroencephalogram Analysis for Dynamics Forecasting of Epilepsy Seizure" CJKPR 2010, November 4-5, 2010, Fukuoka, Japan, pages 180-184(ITRC, 여성과제) | PDF |
| 25 | Sun-Hee Kim, Hyung-Jeong Yang, Kam Swee Ng, "Temporal Sign Language Analysis Based on DTW and Incremental Model", MICC 2009, December 15-17, 2009, Kuala Lumpur Malaysis, pages 586-592 | PDF |
| 24 | Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim, "Incremental Non-Gaussian Analysis of Microarray Gene Expression Data", DTMBIO’09, November 6, 2009, Hong Kong, China, pages 75-78 | PDF |
| 23 | Jong-hyun Park, Guee-sang Lee, Anh-Nga Lai, Eui-chul Kim, Jun-sik Lim, Soo-hyung Kim, Hyung-jeong Yang, Sang-wook Oh"Automatic Detection and Recognition of Shop Name in Outdoor Signboard Images,"The 8th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, pages 111-116, 2008. 12 | PDF |
| 22 | Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim, Jong-Mun Jeong, "Incremental Pattern Recognition on EEG Signal,"The 8th IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2008. 12, pages 40-45 | PDF |
| 21 | Man Sun Kim, Hyung Jeong Yang, Wooi Ping Cheah, "Adaptive Fuzzy Clustering for Improving Classification Performance in Yeast data set," 2008 4th International IEEE Conference, Intelligent Systems, pages 18-2-18-7, 2008. 9 | PDF |
| 20 | Yun Seon Kim, Kyoung-Yun Joseph Kim, Wooi Ping Cheah, Hyung-Jeong Yang, "Causal Design Knowledge Acquistion by Constructing BBN through FCM,"IDETC/CIE, pages 1-9, 2008. 8 | PDF |
| 19 | Kyoung-Yun Kim, Hyung-Jeong Yang, "The Role of Mereotopolgy and SWRL Rules to Represent joint Topology Information for Design Collaboration,"IDETC/CIE, 2008. 8 | PDF |
| 18 | Minh-Tuan T.Hoang, Yonggwan Won, Hyung-Jeong Yang, "Cognitive States Detection in fMRI Data Analysis using incremental PCA," ICCSA, (LNCS) 2007. 8. pages 1-7 | PDF |
| 17 | Kyoung-Yun Kim, Yun Seon Kim, Wooi Ping Cheah, and Hyung-Jeong Yang, "A Framework of Assembly Design and Maintenance Analysis and Fault Diagnosis using Bayesian Belief Network and Fuzzy Cognitive Map," International conference on FAIM, pages 757-764, 2007. 6 | PDF |
| 16 | Kyoung-Yun Kim, Yun Seon Kim, Keunho Choi, and Hyung-Jeong Yang, "Ontology-based Approach to Differentiate Assembly Joints for Collaborative and Intelligent Product Design," International conference on FAIM, pages 282-289, 2007. 6 | |
| 15 | Ji-Soo Kim, Soo-Hyung Kim, and H.J. Yang, H.J. Son, W.P. Kim, "Text Extraction for Spam-Mail Image Filtering Using a Text Color Estimation Technique," Lecture Notes in Artificial Intelligence, IEA-AIE(LNAI 4570), 2007. 6. Pages. 105-114 | PDF |
| 14 | Wooi Ping Cheah, Kyoung-Yun Kim, Hyung-Jeong Yang, Sook-Young Choi, Hyung-Jae Lee,"A Manufacturing-Environmental Model using Bayesian Belief Networks for Assembly Design Decision Support", IEA-AIE(LNAI 4570), 2007. 6. Pages. 374-383 | PDF |
| 13 | Hyung-Jae Lee, Kyuong-Yun Kim, Hyung-Jeong Yang, Soo-Hyung Kim, Sook-Young Choi, "Multi-Modal Data Integration Using Graph for Collaborative Assembly Design Information Sharing and Reuse", IEA-AIE(LNAI 4570), ISSN:0302-9743, 2007. 6. Pages. 521-530 | PDF |
| 12 | Man Sun Kim, Hyung-Jeong Yang,"A Study of ECG Characteristics by Using Wavelet and Neural Networks," 2007 ACS/IEEE International Conference on Computer Systems and Applications, 2007. 5. pages 786-790 | PDF |
| 11 | Kyung-Ah Yang, Hyung-Jeong Yang, Jae-Dong Yang, Ki-Heon Kim, "Bio-ontology Construction Using Object-oriented Paradigm," in the Proceeding of APSEC 2005 in Taiwan, 2005. 12. | |
| 10 | Arnab Bhattacharya, Vebjorn Barbara, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, and Ambuj K. Singh, “ViVo: Visual Vocabulary Construction for Mining Biomedical Images,” In the Proceeding of International Conference on Data Mining(ICDM 2005), November 27-30, 2005, New Orleans, Louisiana, USA, IEEE Computer Society conference (Acceptance ratio for Full Paper : 11%) : Won one of five best student paper awards pages 1-8 | PDF |
| 9 | Kyoung-Yun Kim, David G. Manley, Hyung-Jeong Yang, “The Role of Ontology in Collaborative Virtual, ” IIE Annual Conference and Exposition, 2005.5. | |
| 8 | Kyoung-Yun Kim, David G. Manley, Hyung-Jeong Yang and Bart O. Nnaji, “Ontology-based Virtual Assembly Model for Collaborative Virtual Prototyping and Simulation,” International conference on CTS, 2005. 5. | |
| 7 | Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, "MMSS: Multi-modal Story-oriented Video Summarization," In Proceedings of 4th International Conference on Data Mining(ICDM2004), Brighton, UK, November 01 - 04, 2004. pages 1-4 | PDF |
| 6 | Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, and Pinar Duygulu. "Automatic Multimedia Cross-modal Correlation Discovery," In Proceedings of the 10th ACM SIGKDD Conference, 2004. Seatle, WA, August 22-25, 2004. pages 1-6 | PDF |
| 5 | Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, and Pinar Duygulu, "GCap: Graph-based Automatic Image Captioning," In Proceedings of the 4th International Workshop on Multimedia Data and Document Engineering (MDDE 04), in conjunction with Computer Vision Pattern Recognition Conference (CVPR 04), 2004. Washington DC, July 2nd 2004 pages 1-10 | PDF |
| 4 | Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, and Christos Faloutsos. "Automatic Image Captioning," In Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004), 2004. The Grand Hotel, Taipei, Taiwan, June 27th~30th, 2004. pages 1-4 | PDF |
| 3 | Sukyoung Choi and Hyung-Jeong Yang, "A Web-based Tutoring System using Fuzzy Concept for Adaptive Learning," International Conference on Artificial Intelligence 2003. 6 | |
| 2 | Youngil Kim, Hyung-Jeong Yang, Jaedong Yang, Extended Concept based Image Retrieval - System (E-COIRS) IEEE Region 10 Tencon 2001 Proceeding 2001. 8 | |
| 1 | Youngchel Yang, Jaedong Yang, Hyung-Jeong Yang, Ohbing Kwan, "Indexing VRML Objects with Triples," SPIE Internet Imaging II Proceeding, 2001. 1 | |