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ORCIDHyung Jeong Yang
Hyung-Jeong Yang
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2020 – today
- 2025
[j86]Trong-Nghia Nguyen
, Soo-Hyung Kim, Bo-Gun Kho, Nhu-Tai Do, Ngumimi Karen Iyortsuun, Guee-Sang Lee, Hyung-Jeong Yang:
Temporal variational autoencoder model for in-hospital clinical emergency prediction. Biomed. Signal Process. Control. 100: 106975 (2025)- 2024
- [j85]Anh-Quang Duong, Ngoc-Huynh Ho, Sudarshan Pant, Seungwon Kim, Soo-Hyung Kim, Hyung-Jeong Yang:
Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation. IEEE Access 12: 2349-2360 (2024) - [j84]Ngumimi Karen Iyortsuun, Soo-Hyung Kim, Hyung-Jeong Yang, Seung-Won Kim, Min Jhon:
Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features. IEEE Access 12: 20479-20489 (2024) - [j83]Thi Anh Ngoc Nguyen, Quang-Bang Tao, Hyung-Jeong Yang, Hieu Trung Huynh, Nguyen Tran Quoc Vinh, Duy Khanh Ninh:
iTa-DFiE: An Innovative Tensor Algebra-Based Detection Framework for Incomplete Noninvasive Electroencephalography. IEEE Access 12: 61717-61740 (2024) - [j82]Prabesh Paudel, Hyung-Jeong Yang, Anjitha Divakaran, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim:
A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing. IEEE Access 12: 101004-101015 (2024) - [j81]Trong-Nghia Nguyen, Hyung-Jeong Yang, Bo-Gun Kho, Sae-Ryung Kang, Soo-Hyung Kim:
Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit. IEEE Access 12: 117176-117202 (2024) - [j80]Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim:
Mental workload estimation with electroencephalogram signals by combining multi-space deep models. Biomed. Signal Process. Control. 94: 106284 (2024) - [j79]Thi Tuong Vi Vo, Tae-ho Shin, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim:
A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients. Comput. Methods Programs Biomed. 248: 108104 (2024) - [c67]Sei Kang, Jaejoon Jeong, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Seungwon Kim:
The RayHand Navigation: A Virtual Navigation Method with Relative Position between Hand and Gaze-Ray. CHI 2024: 634:1-634:15 - [c66]Dang-Khanh Nguyen, Prabesh Paudel, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim, Hyung-Jeong Yang:
Multiple Facial Reaction Generation Using Gaussian Mixture of Models and Multimodal Bottleneck Transformer. FG 2024: 1-5 - [c65]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. FG 2024: 1-5 - [c64]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@ACM Multimedia 2024: 12-19 - [i14]Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim:
Transformer with Leveraged Masked Autoencoder for video-based Pain Assessment. CoRR abs/2409.05088 (2024) - [i13]Minh-Duc Nguyen, Hyung-Jeong Yang, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim:
Leveraging WaveNet for Dynamic Listening Head Modeling from Speech. CoRR abs/2409.05089 (2024) - 2023
- [j78]Duy Le Hoai, Guee-Sang Lee, Soo-Hyung Kim, Seungwon Kim, Hyung-Jeong Yang:
Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation Learning. IEEE Access 11: 14742-14751 (2023) - [j77]Kim Ngan Phan, Ngumimi Karen Iyortsuun, Sudarshan Pant, Hyung-Jeong Yang, Soo-Hyung Kim:
Pain Recognition With Physiological Signals Using Multi-Level Context Information. IEEE Access 11: 20114-20127 (2023) - [j76]Thanh Cong Do, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Bo-Gun Kho:
Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration. IEEE Access 11: 29091-29100 (2023) - [j75]Minh-Trieu Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee:
Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images. IEEE Access 11: 37437-37449 (2023) - [j74]Thi-Dung Tran, Ngoc-Huynh Ho, Sudarshan Pant, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee:
Cross-Modality Learning by Exploring Modality Interactions for Emotion Reasoning. IEEE Access 11: 56634-56648 (2023) - [j73]Sudarshan Pant, Hyung-Jeong Yang, Eunchae Lim, Soo-Hyung Kim, Seok Bong Yoo:
PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context. IEEE Access 11: 107638-107656 (2023) - [j72]Suyeon Park, Gayun Suh, Soo-Hyung Kim, Hyung-Jeong Yang, Gun A. Lee, Seungwon Kim:
Effect of Auto-Erased Sketch Cue in Multiuser Surgical Planning Virtual Reality Collaboration System. IEEE Access 11: 123565-123576 (2023) - [j71]Jaejoon Jeong, Soo-Hyung Kim, Hyung-Jeong Yang, Gun A. Lee, Seungwon Kim:
GazeHand: A Gaze-Driven Virtual Hand Interface. IEEE Access 11: 133703-133716 (2023) - [j70]Joao Paulo Jacomini Prioli, Shengyu Liu, Yinfeng Shen, Van Thong Huynh, Jeremy L. Rickli, Hyung-Jeong Yang, Soo-Hyung Kim, Kyoung-Yun Kim:
Empirical study for human engagement in collaborative robot programming. J. Integr. Des. Process. Sci. 26(2): 159-181 (2023) - [j69]Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
Prediction of evoked expression from videos with temporal position fusion. Pattern Recognit. Lett. 172: 245-251 (2023) - [j68]Dang-Linh Trinh, Minh-Cong Vo, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst. Sensors 23(1): 200 (2023) - [j67]Irfan Haider, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM. Sensors 23(10): 4770 (2023) - [c63]Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim:
Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals. ACPR (3) 2023: 113-122 - [c62]Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim, Shah Nawaz, Karthik Nandakumar, Muhammad Zaigham Zaheer:
DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. ACM Multimedia 2023: 9521-9525 - [i12]Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
Generic Event Boundary Detection in Video with Pyramid Features. CoRR abs/2301.04288 (2023) - [i11]Dang-Khanh Nguyen, Ngoc-Huynh Ho, Sudarshan Pant, Hyung-Jeong Yang:
A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild. CoRR abs/2303.09293 (2023) - [i10]Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Muhammad Zaigham Zaheer, Shah Nawaz, Karthik Nandakumar, Soo-Hyung Kim:
DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. CoRR abs/2308.01966 (2023) - [i9]Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models. CoRR abs/2308.02409 (2023) - 2022
- [j66]Sudarshan Pant, Eunchae Lim, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Young-Shin Kang, Hyerim Jang:
Korean Drama Scene Transcript Dataset for Emotion Recognition in Conversations. IEEE Access 10: 119221-119231 (2022) - [j65]Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Duy-Phuong Dao, Hyuk-Ro Park, Sudarshan Pant:
Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation. Neural Networks 150: 422-439 (2022) - [j64]Hai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim:
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. IEEE Trans. Affect. Comput. 13(1): 226-237 (2022) - [j63]Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Sunil Kumar Prabhakar, Seong-Whan Lee:
WeDea: A New EEG-Based Framework for Emotion Recognition. IEEE J. Biomed. Health Informatics 26(1): 264-275 (2022) - [c61]Kim Ngan Phan, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim:
Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper). DE-FACTIFY@AAAI 2022 - [c60]Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
An Attention-based Method for Multi-label Facial Action Unit Detection. CVPR Workshops 2022: 2453-2458 - [c59]Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention. ECCV Workshops (6) 2022: 132-142 - [c58]Thanh Cong Do, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim, Guee-Sang Lee, Jung-Joon Min:
Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning. ICPR 2022: 4285-4291 - [c57]Duy-Phuong Dao, Hyung-Jeong Yang, Ngoc-Huynh Ho, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang:
Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality. ICPR 2022: 5162-5169 - [i8]Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition. CoRR abs/2203.12428 (2022) - [i7]Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Multi-task Cross Attention Network in Facial Behavior Analysis. CoRR abs/2207.10293 (2022) - [i6]Irfan Haider, Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning. CoRR abs/2207.10878 (2022) - [i5]Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Fine-tuning Wav2vec for Vocal-burst Emotion Recognition. CoRR abs/2210.00263 (2022) - 2021
- [j62]Dang Xuan Tien, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
D2C-Based Hybrid Network for Predicting Group Cohesion Scores. IEEE Access 9: 84356-84363 (2021) - [j61]Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
Context-Aware Emotion Recognition Based on Visual Relationship Detection. IEEE Access 9: 90465-90474 (2021) - [j60]Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Seok Bong Yoo:
Deep Graph Fusion Based Multimodal Evoked Expressions From Large-Scale Videos. IEEE Access 9: 127068-127080 (2021) - [j59]Eu-Tteum Baek, Hyung Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang, Jung-Joon Min:
Survival time prediction by integrating cox proportional hazards network and distribution function network. BMC Bioinform. 22(1): 192 (2021) - [j58]Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive Loss. IEEE Multim. 28(2): 59-66 (2021) - [j57]Trinh Le Ba Khanh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang, Eu-Tteum Baek:
Korean video dataset for emotion recognition in the wild. Multim. Tools Appl. 80(6): 9479-9492 (2021) - [j56]Dinh-Son Tran, Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee:
Real-time virtual mouse system using RGB-D images and fingertip detection. Multim. Tools Appl. 80(7): 10473-10490 (2021) - [j55]Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Soonja Yeom:
Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models. Sensors 21(7): 2344 (2021) - [j54]Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang:
Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm. Sensors 21(13): 4556 (2021) - [j53]Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels. Sensors 21(15): 5092 (2021) - [j52]Sun-Hee Kim, Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Seong-Whan Lee:
eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [j51]Raja Majid Mehmood, Hyung-Jeong Yang, Sun-Hee Kim:
Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j50]Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Seong-Whan Lee:
AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification. IEEE J. Biomed. Health Informatics 25(5): 1508-1518 (2021) - [j49]Luu Ngoc Do, Hyung-Jeong Yang, Hai Duong Nguyen, Soo-Hyung Kim, Guee-Sang Lee, In Seop Na:
Deep neural network-based fusion model for emotion recognition using visual data. J. Supercomput. 77(10): 10773-10790 (2021) - [c56]Kim Ngan Phan, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data. ACII (Workshops and Demos) 2021: 1-6 - [c55]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. BrainLes@MICCAI (2) 2021: 210-221 - [c54]Songa Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim:
The 2nd Korean Emotion Recognition Challenge: Methods and Results. IW-FCV 2021: 176-183 - [c53]Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee:
Emotion Recognition With Sequential Multi-task Learning Technique. ICCVW 2021: 3586-3589 - [c52]Sy-Phuc Pham, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Guee-Sang Lee:
A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation. MediaEval 2021 - [c51]Anh-Quang Duong, Ngoc-Huynh Ho, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim:
Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding. MuSe @ ACM Multimedia 2021: 37-42 - [i4]Van Thong Huynh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim:
Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation. CoRR abs/2106.08596 (2021) - [i3]Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee:
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique. CoRR abs/2107.04192 (2021) - 2020
- [j48]Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee:
Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network. IEEE Access 8: 61672-61686 (2020) - [j47]Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim:
Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction. IEEE Access 8: 131967-131974 (2020) - [j46]Thanh-Hung Vo, Gueesang Lee, Hyung-Jeong Yang, Soo-Hyung Kim:
Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition. IEEE Access 8: 131988-132001 (2020) - [j45]Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang:
Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis. IEEE Access 8: 162973-162981 (2020) - [j44]Eu-Tteum Baek, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Hieyong Jeong:
Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time. Sensors 20(4): 1156 (2020) - [j43]Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Raja Majid Mehmood, Seong-Whan Lee:
Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling. IEEE Trans. Instrum. Meas. 69(9): 6175-6185 (2020) - [c50]Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim:
Multimodality Pain and related Behaviors Recognition based on Attention Learning. FG 2020: 814-818 - [c49]Hoang Manh Hung, Phan Tran Dac Thinh, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee:
Artefact Detection and Segmentation Using Cascade R-CNN and U-Net. EndoCV@ISBI 2020: 47-50 - [c48]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: 66-71 - [c47]Inha Seo, Thi Tuong Vi Vo, Aran Oh, Guee-Sang Lee, Hyung Jeong Yang, Soo-Hyung Kim:
KERC 2019: The 1st Korean Emotion Recognition Challenge. SMA 2020: 177-180 - [c46]Thanh Cong Do, Hyung Jeong Yang, Seok Bong Yoo, In-Jae Oh:
Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment. SMA 2020: 219-223 - [c45]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: 231-233 - [c44]Thanh-Hung Vo, Gueesang 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: 234-237 - [c43]Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
Multitask Learning with Boundary Awareness for Skin Lesion Segmentation. SMA 2020: 263-266 - [c42]Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
Deep Learning-Based Inpainting for Chest X-ray Image. SMA 2020: 267-271 - [c41]Truong-Dong Do, Kyungbaek Kim, Hyuk Ro Park, Hyung-Jeong Yang:
Image and Encoded Text Fusion for Deep Multi-Modal Clustering. SMA 2020: 308-312 - [c40]Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee:
Multiple Models Using Temporal Feature Learning for Emotion Recognition. SMA 2020: 346-349 - [i2]Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee:
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge. CoRR abs/2007.13928 (2020)
2010 – 2019
- 2019
- [j42]Eu-Tteum Baek, Hyung Jeong Yang:
Cost Aggregation for Stereo Matching Using Total Generalized Variation With Fusion Tensor. IEEE Access 7: 134505-134513 (2019) - [j41]Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Sung Taek Jung, Sang-Don Joo:
Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation. IEEE Access 7: 154277-154289 (2019) - [j40]Van Quan Nguyen, Tien Nguyen Anh, Hyung-Jeong Yang:
Real-time event detection using recurrent neural network in social sensors. Int. J. Distributed Sens. Networks 15(6) (2019) - [j39]Hai Duong Nguyen, Soonja Yeom, Gueesang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim:
Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks. Int. J. Pattern Recognit. Artif. Intell. 33(11): 1940015:1-1940015:17 (2019) - [j38]Son Thai Ly, Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Gueesang Lee:
A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition. Image Vis. Comput. 92 (2019) - [j37]Hai Duong Nguyen, In Seop Na, Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang, Jun Ho Choi:
Multiple human tracking in drone image. Multim. Tools Appl. 78(4): 4563-4577 (2019) - [c39]Son Thai Ly, Nhu-Tai Do, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Multimodal 2D and 3D for In-The-Wild Facial Expression Recognition. CVPR Workshops 2019: 2927-2934 - [c38]Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang:
Eye Semantic Segmentation with A Lightweight Model. ICCV Workshops 2019: 3694-3697 - [c37]Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm. ICCV Workshops 2019: 3737-3741 - [c36]Nguyen Ngoc Hoang, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information. ICIP 2019: 539-543 - [c35]Son Thai Ly, Nhu-Tai Do, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang:
A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets. ICIP 2019: 3492-3496 - [c34]Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang:
Engagement Intensity Prediction withFacial Behavior Features. ICMI 2019: 567-571 - [c33]Dang Xuan Tien, Soo-Hyung Kim, Hyung-Jeong Yang, Gueesang Lee, Thanh-Hung Vo:
Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network. ICMI 2019: 572-576 - [c32]Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim, In Seop Na:
Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model. ICMLSC 2019: 166-169 - [i1]Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang:
Eye Semantic Segmentation with a Lightweight Model. CoRR abs/1911.01049 (2019) - 2018
- [j36]Quang Nhat Vo, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
Text line segmentation using a fully convolutional network in handwritten document images. IET Image Process. 12(3): 438-446 (2018) - [j35]Quang Nhat Vo, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang:
Recognition of Music Scores with Non-Linear Distortions in Mobile Devices. Multim. Tools Appl. 77(12): 15951-15969 (2018) - [j34]Quang Nhat Vo, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
Binarization of degraded document images based on hierarchical deep supervised network. Pattern Recognit. 74: 568-586 (2018) - [j33]Tien Duong Vu, Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Ho-Chun Song:
Non-white matter tissue extraction and deep convolutional neural network for Alzheimer's disease detection. Soft Comput. 22(20): 6825-6833 (2018) - [c31]Thi Anh Ngoc Nguyen, Trung Hung Vo, Sun-Hee Kim, Tran Quoc Vinh Nguyen, A-Ran Oh, Hyung-Jeong Yang:
Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining. ACIIDS (1) 2018: 307-317 - [c30]Nhu-Tai Do, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee, In Seop Na:
Face tracking with convolutional neural network heat-map. ICMLSC 2018: 29-33 - [c29]Thong Huynh-Van, Khuong Nguyen-An, Trinh Le Ba Khanh, Hyung-Jeong Yang, Tuan Anh Tran, Soo-Hyung Kim:
Learning to detect tables in document images using line and text information. ICMLSC 2018: 151-155 - [c28]Dinh-Son Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Luu Ngoc Do, Ngoc-Huynh Ho, Van Quan Nguyen:
Audio-based emotion recognition using GMM supervector an SVM linear kernel. ICMLSC 2018: 169-173 - 2017
- [j32]Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sunhee Kim:
HOKF: High Order Kalman Filter for Epilepsy Forecasting Modeling. Biosyst. 158: 57-67 (2017) - [j31]Sun-Hee Kim, Hyung-Jeong Yang, Seong-Whan Lee:
FitMine: automatic mining for time-evolving signals of cardiotocography monitoring. Data Min. Knowl. Discov. 31(4): 909-933 (2017) - [j30]Tuan Anh Tran, Kang Han Oh, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim:
A robust system for document layout analysis using multilevel homogeneity structure. Expert Syst. Appl. 85: 99-113 (2017) - [j29]Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee:
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. 33(2): 517-536 (2017) - [c27]Tien Duong Vu, Hyung-Jeong Yang, Van Quan Nguyen, A-Ran Oh, Mi-Sun Kim:
Multimodal learning using convolution neural network and Sparse Autoencoder. BigComp 2017: 309-312 - [c26]Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh:
Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data. BigMM 2017: 154-157 - 2016
- [j28]Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim:
Hidden discriminative features extraction for supervised high-order time series modeling. Comput. Biol. Medicine 78: 81-90 (2016) - [j27]Minh Dinh, Hyung Jeong Yang, Gueesang Lee, Soo-Hyung Kim, Luu Ngoc Do:
Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis. Expert Syst. Appl. 64: 352-364 (2016) - [j26]Cong Minh Dinh, Hyung Jeong Yang, Gueesang Lee, Soo-Hyung Kim:
Fast Lyric Area Extraction from Images of Printed Korean Music Scores. IEICE Trans. Inf. Syst. 99-D(6): 1576-1584 (2016) - [j25]Jong-Min Park, Hyung-Jeong Yang, Jae-Dong Yang, Dong-Hoon Choi:
A technique for the concept-based detection of functional modules in an interaction network. Inf. Process. Lett. 116(10): 611-617 (2016) - [j24]Tuan Anh Tran, Hong Tai Tran, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim:
A mixture model using Random Rotation Bounding Box to detect table region in document image. J. Vis. Commun. Image Represent. 39: 196-208 (2016) - [j23]Vo Quang Nhat, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
An MRF model for binarization of music scores with complex background. Pattern Recognit. Lett. 69: 88-95 (2016) - 2015
- [j22]Luu Ngoc Do, Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim:
A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data. Clust. Comput. 18(1): 199-208 (2015) - [j21]Dung Phan, In Seop Na, Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang:
Triangulation Based Skeletonization and Trajectory Recovery for Handwritten Character Patterns. KSII Trans. Internet Inf. Syst. 9(1): 358-377 (2015) - [j20]Thao Nguyen Thieu, Hyung-Jeong Yang:
An Application of Tucker Decomposition for Detecting Epilepsy EEG signals. J. Multim. Inf. Syst. 2(2): 215-222 (2015) - [j19]In Seop Na, Ha Le, Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang:
Extraction of salient objects based on image clustering and saliency. Pattern Anal. Appl. 18(3): 667-675 (2015) - [c25]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: 78-83 - [c24]Hong Quy Nguyen, Hyung-Jeong Yang, Thao Nguyen Thieu:
Feature extraction from covariance by using kernel method for classifying polysomnographys data. IMCOM 2015: 99:1-99:7 - [c23]Thao Nguyen Thieu, Hyung-Jeong Yang:
Diagnosis of Epilepsy in Patients Based on the Classification of EEG Signals Using Fast Fourier Transform. IEA/AIE 2015: 493-500 - [p1]Hong Quy Nguyen, Nguyen Hoang Quoc, Nguyen Tran Lan Anh, Hyung-Jeong Yang, Pham The Bao:
3D Human Face Recognition Using Sift Descriptors of Face's Feature Regions. New Trends in Computational Collective Intelligence 2015: 117-126 - 2014
- [j18]Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim, Luu Ngoc Do:
A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction. Comput. Math. Methods Medicine 2014: 761536:1-761536:8 (2014) - [j17]Minh Hieu Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
Stroke Width Based Skeletonization for Text Images. J. Comput. Sci. Eng. 8(3): 149-156 (2014) - [c22]Tam Nguyen, Vo Quang Nhat, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
A novel and effective method for specular detection and removal by tensor voting. ICIP 2014: 1061-1065 - [c21]Hoang-Nam Bui, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim:
Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique. ICPR 2014: 522-526 - [c20]Vo Quang Nhat, Tam Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
Distorted Music Score Recognition without Staffline Removal. ICPR 2014: 2956-2960 - [c19]Hong Quy Nguyen, Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee:
Automatic touching detection and recognition of music chord using auto-encoding and softmax. ICUIMC 2014: 98:1-98:6 - 2013
- [j16]Keunho Choi, Kyoung-Yun Kim, Hyung Jeong Yang:
Disparate attributes algorithm for semantic assembly design rule management. Adv. Eng. Informatics 27(1): 51-65 (2013) - [j15]Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang:
Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. Comput. Math. Methods Medicine 2013: 545613:1-545613:12 (2013) - [j14]Huy Hoang Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang:
An Effective Orientation-based Method and Parameter Space Discretization for Defined Object Segmentation. KSII Trans. Internet Inf. Syst. 7(12): 3180-3199 (2013) - [c18]Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang:
EEG-MINE: Mining and Understanding Epilepsy Data. PAKDD Workshops 2013: 155-167 - 2012
- [j13]Kam Swee Ng, Hyung Jeong Yang, Soo-Hyung Kim, Sun-Hee Kim:
Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data. IEICE Trans. Inf. Syst. 95-D(12): 3010-3016 (2012) - [j12]Myunghun Lee, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim, Hyung Jeong Yang:
Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric. KSII Trans. Internet Inf. Syst. 6(2): 722-733 (2012) - 2011
- [j11]Wooi Ping Cheah, Yun Seon Kim, Kyoung-Yun Kim, Hyung Jeong Yang:
Systematic causal knowledge acquisition using FCM Constructor for product design decision support. Expert Syst. Appl. 38(12): 15316-15331 (2011) - [j10]Keunho Choi, Kyoung-Yun Kim, Hyung Jeong Yang:
Set Approximation Based Combinatorial Search for Interaction Network-Based Conceptual Design. Trans. SDPS 15(2): 1-15 (2011) - [j9]Sun-Hee Kim, Hyung-Jeong Yang, Kam Swee Ng:
Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data. J. Zhejiang Univ. Sci. C 12(8): 687-697 (2011) - [c17]Thi Anh Ngoc Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Sun-Hee Kim:
Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series. GrC 2011: 653-658 - 2010
- [j8]Jonghyun Park, Gueesang Lee, Euichul Kim, Junsik Lim, Soo-Hyung Kim, Hyung Jeong Yang, Myunghun Lee, Seongtaek Hwang:
Automatic detection and recognition of Korean text in outdoor signboard images. Pattern Recognit. Lett. 31(12): 1728-1739 (2010)
2000 – 2009
- 2009
- [j7]Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim:
Hidden pattern discovery on event related potential EEG signals. Biosyst. 97(1): 15-27 (2009) - [j6]Wooi Ping Cheah, Kyoung-Yun Kim, Hyung Jeong Yang, Man-Sun Kim, Jeong-Sik Kim:
Constructing manufacturing-environmental model in Bayesian belief networks for assembly design decision support through fuzzy cognitive maps. Int. J. Intell. Inf. Database Syst. 3(1): 3-27 (2009) - [c16]Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim:
Incremental non-gaussian analysis of microarray gene expression data. DTMBIO 2009: 75-78 - 2007
- [c15]Minh-Tuan T. Hoang, Yonggwan Won, Hyung-Jeong Yang:
Cognitive States Detection in fMRI using incremental P. ICCSA Workshops 2007: 335-341 - [c14]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 2007: 374-383 - [c13]Hyung-Jae Lee, Kyoung-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 2007: 521-530 - 2006
- [j5]Kyoung-Yun Kim, David G. Manley, Hyung Jeong Yang:
Ontology-based assembly design and information sharing for collaborative product development. Comput. Aided Des. 38(12): 1233-1250 (2006) - [j4]Sun Lee Bang, Jae Dong Yang, Hyung Jeong Yang:
Hierarchical document categorization with k-NN and concept-based thesauri. Inf. Process. Manag. 42(2): 387-406 (2006) - [c12]Ohbyung Kwon, Kyoung-Yun Kim, Hyung Jeong Yang:
Integrating Extended Attributed Relational Graph and Structured Modeling: Toward Multimedia-Based Decision Support in Virtual Product Design. ICIC (2) 2006: 490-495 - 2005
- [c11]Kyoung-Yun Kim, David G. Manley, Hyung Jeong Yang, Bartholomew O. Nnaji:
Ontology-based virtual assembly model for collaborative virtual prototyping and simulation. CTS 2005: 251-258 - [c10]Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh:
ViVo: Visual Vocabulary Construction for Mining Biomedical Images. ICDM 2005: 50-57 - 2004
- [c9]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-Based Automatic Image Captioning. MDDE 2004 - [c8]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-based Automatic Image Captioning. CVPR Workshops 2004: 146 - [c7]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos:
MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM 2004: 491-494 - [c6]Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos:
Automatic image captioning. ICME 2004: 1987-1990 - [c5]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
Automatic multimedia cross-modal correlation discovery. KDD 2004: 653-658 - [c4]Sun Lee Bang, Hyung Jeong Yang, Jae Dong Yang:
Automatic Document Categorization Based on k-NN and Object-Based Thesauri. SPIRE 2004: 101-112 - 2003
- [c3]Sook-Young Choi, Hyung Jeong Yang:
A Web-Based Tutoring System Using Fuzzy Concept for Adaptive Learning. IC-AI 2003: 411-420 - 2002
- [j3]Hyung Jeong Yang, Jae Dong Yang:
Specification of a Fuzzy Object Inference: Towards an Advanced Knowledge-Based Programming. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 10(6): 703-724 (2002)
1990 – 1999
- 1999
- [j2]Jae Dong Yang, Hyung Jeong Yang:
A formal framework for image indexing with triples: Toward a concept-based image retrieval. Int. J. Intell. Syst. 14(6): 603-622 (1999) - [c2]Hyung Jeong Yang, Hoyoung Kim, Jae Dong Yang:
Design and Implementation of COIRS (a COncept-based Image Retrieval System). VISUAL 1999: 391-398 - [c1]Seon Ho Jeong, Jae Dong Yang, Hyung Jeong Yang, Jae Hun Choi:
Image Retrieval Using Fuzzy Triples. VISUAL 1999: 657-664 - 1998
- [j1]Hyung Jeong Yang, Jae Dong Yang, Yeongho Kim:
ICOT: An Integrated C-Object Tool for Knowledge-Based Programming. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 6(3): 273-294 (1998)
Coauthor Index
Van Thong Huynh
aka: Thong Huynh-Van
aka: Thong Huynh-Van
[j86] [j85] [j84] [j82] [j81] [j80] [j79] [c67] [c66] [c65] [c64] [i14] [i13] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [c63] [c62] [i12] [i10] [i9] [j66] [j64] [c61] [c60] [c59] [c58] [c57] [i8] [i7] [i6] [i5] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j49] [c56] [c55] [c54] [c53] [c52] [c51] [i4] [i3] [j48] [j47] [j46] [j45] [j44] [c50] [c49] [c47] [c45] [c44] [c43] [c42] [c40] [i2] [j41] [j39] [j38] [j37] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [i1] [j36] [j35] [j34] [c30] [c29] [c28] [j30] [j27] [j26] [j24] [j23] [j22] [j21] [j19] [j17] [c22] [c21] [c20] [c19] [j14] [j13] [j12] [c17] [j8] [c13]
Gueesang Lee
aka: Guee-Sang Lee
aka: Guee-Sang Lee
[j86] [j78] [j76] [j75] [j74] [j69] [j68] [j67] [i12] [i9] [j66] [j64] [c61] [c60] [c59] [c58] [c57] [i8] [i7] [i6] [i5] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j49] [c56] [c55] [c54] [c53] [c52] [c51] [i4] [i3] [j48] [j47] [j46] [j45] [j44] [c50] [c49] [c47] [c45] [c44] [c43] [c42] [c40] [i2] [j39] [j38] [j37] [c39] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [i1] [j36] [j35] [j34] [c30] [c28] [j30] [j27] [j26] [j24] [j23] [j22] [j21] [j19] [j17] [c22] [c21] [c20] [c19] [j14] [j12] [j8]
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