Soo-Hyung Kim - RankMe

253 papers A* 6A 6B 25C 14Misc 2Journal 126Unranked 73

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AttCo: Attention-based co-Learning fusion of deep feature representation for medical image segmentation using multimodality. Neural Networks Duy-Phuong Dao, Hyung-Jeong Yang, Soo-Hyung Kim, Sae-Ryung Kang
2026	J	`jnl`	Band2CleanFormer: Integrating band-specific processing and inter-band attention for robust EEG denoising. Biomed. Signal Process. Control. Battulga Ulziisaikhan, Trong-Nghia Nguyen, Soo-Hyung Kim
2026	A*	`conf`	Exploring the Effects of Support Type and Task Difficulty for Virtual Assistants as Social Companions. CHI Sei Kang, Yunsu Lee, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seungwon Kim
2026	—	`conf`	Free-Controlling Facial Expressions during User-to-User Communication in VR. CHI Extended Abstracts Jaejoon Jeong, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Ji-Eun Shin, Seungwon Kim
2026	J	`jnl`	Leveraging deep visual geometry group network for facial emotion recognition through RGB and thermal image fusion. Multim. Tools Appl. Tuan-Khoi Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Seung-Won Kim, Ji-Eun Shin
2026	J	`jnl`	Multi-modal adaptive empathy assessment in online dyadic interaction using bi-directional multi-layer perceptron-mixer and dynamic weights fusion. Eng. Appl. Artif. Intell. Eunchae Lim, Hwaryung Lee, Ji-Eun Shin, Hyung-Jeong Yang, Soo-Hyung Kim, Seungwon Kim, Aera Kim
2026	J	`jnl`	Multi-stage wavelet-attention deep learning for brain MRI classification. Multim. Syst. Tuan-Khoi Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Myungeun Lee
2025	B	`conf`	A Time-Aware Mental State Space for Multimodal Depression Detection on Social Media. CogSci Quang Vinh Nguyen, Dong Thanh Nguyen, Duc Duy Nguyen, Doan Khai Ta, Hai Binh Nguyen, Ji-Eun Shin, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	A lightweight approach based on cross-modality for depression detection. Comput. Biol. Medicine Eunchae Lim, Min Jhon, Ju-Wan Kim, Soo-Hyung Kim, Seungwon Kim, Hyung-Jeong Yang
2025	B	`conf`	ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. AVSS Thanh Hoang Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim
2025	J	`jnl`	ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. CoRR Hoang-Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim
2025	J	`jnl`	Anatomical Attention Alignment representation for Radiology Report Generation. CoRR Quang Vinh Nguyen, Minh Duc Nguyen, Thanh Hoang Son Vo, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	Course-Level Clustering to Enhance Dropout Prediction Accuracy. IEEE Access Yuan Lu, Soonja Yeom, Riseul Ryu, Soo-Hyung Kim
2025	A*	`conf`	Design and Evaluation of a Virtual Agent for Interpersonal Emotion Regulation in VR. ISMAR Sei Kang, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Jaejoon Jeong, Myungho Lee, Seungwon Kim
2025	J	`jnl`	Dual-stream transformer approach for pain assessment using visual-physiological data modeling. PeerJ Comput. Sci. Minh-Duc Nguyen, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Seung-Won Kim, Ji-Eun Shin, Ngoc Anh Thi Nguyen, Trong-Nghia Nguyen
2025	B	`conf`	Effects of Co-speech Gesture Size of Virtual Agents on Persuasive Communication. VRST Gayun Suh, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Jaejoon Jeong, Sei Kang, Seungwon Kim
2025	J	`jnl`	GlobalizeEd: A Multimodal Translation System that Preserves Speaker Identity in Academic Lectures. CoRR Hoang-Son Vo, Karina Kolmogortseva, Ngumimi Karen Iyortsuun, Hong-Duyen Vo, Soo-Hyung Kim
2025	J	`jnl`	Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic Setting. CoRR Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim
2025	—	`conf`	MediFusion-Flex: An Adaptive Multimodal Deep Learning Framework for Clinical Deterioration Prediction in Emergency Medicine. MIWAI (3) Trong-Nghia Nguyen, Hong-Hai Nguyen, Ngoc Tu Vu, Tuan Anh Tran, Soo-Hyung Kim, Bo-Gun Kho, Van Thong Huynh
2025	J	`jnl`	Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network. Int. J. Medical Informatics Thanh Cong Do, Hyung-Jeong Yang, Soo-Hyung Kim, Bo-Gun Kho, Jin-Kyung Park
2025	J	`jnl`	Multilevel spatial-temporal feature analysis for generic event boundary detection in videos. Comput. Vis. Image Underst. Van Thong Huynh, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	Switch fusion for continuous emotion estimation from multiple physiological signals. Biomed. Signal Process. Control. Ngoc Tu Vu, Van Thong Huynh, Seung-Won Kim, Ji-Eun Shin, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	Temporal variational autoencoder model for in-hospital clinical emergency prediction. Biomed. Signal Process. Control. Trong-Nghia Nguyen, Soo-Hyung Kim, Bo-Gun Kho, Nhu-Tai Do, Ngumimi Karen Iyortsuun, Guee-Sang Lee, Hyung-Jeong Yang
2025	A*	`conf`	Three Techniques for Enhancing Emotional Expression on Embodied Avatar Face in VR. ISMAR Jaejoon Jeong, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Gayun Suh, Sei Kang, Seungwon Kim
2025	—	`conf`	Willingness to Interact: Social Resources Facilitate Pulling Actions toward Social Avatars in Virtual Reality. VR Workshops Jaejoon Jeong, Hwaryung Lee, Ji-Eun Shin, Daeun Kim, Sei Kang, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Seungwon Kim
2024	J	`jnl`	4T-Net: Multitask deep learning for nuclear analysis from pathology images. Multim. Tools Appl. Vi Thi-Tuong Vo, Myung-Giun Noh, Soo-Hyung Kim
2024	J	`jnl`	A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing. IEEE Access Prabesh Paudel, Hyung-Jeong Yang, Anjitha Divakaran, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim
2024	J	`jnl`	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. Thi Tuong Vi Vo, Tae-ho Shin, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim
2024	J	`jnl`	Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation. CoRR Quang Vinh Nguyen, Van Thong Huynh, Soo-Hyung Kim
2024	J	`jnl`	Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features. IEEE Access Ngumimi Karen Iyortsuun, Soo-Hyung Kim, Hyung-Jeong Yang, Seung-Won Kim, Min Jhon
2024	J	`jnl`	Effect of the Hand and Gaze Pointers in Remote Collaboration. IEEE Access Jihye Shin, Gayun Suh, Soo-Hyung Kim, Hyung-Jeong Yang, Ji-Eun Shin, Gun Lee, Seungwon Kim
2024	J	`jnl`	Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit. IEEE Access Trong-Nghia Nguyen, Hyung-Jeong Yang, Bo-Gun Kho, Sae-Ryung Kang, Soo-Hyung Kim
2024	J	`jnl`	KAN-Based Fusion of Dual-Domain for Audio-Driven Facial Landmarks Generation. CoRR Hoang-Son Vo-Thanh, Quang-Vinh Nguyen, Soo-Hyung Kim
2024	—	`conf`	Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic Setting. ICPR (25) Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim
2024	J	`jnl`	Leveraging WaveNet for Dynamic Listening Head Modeling from Speech. CoRR Minh-Duc Nguyen, Hyung-Jeong Yang, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim
2024	J	`jnl`	Mental workload estimation with electroencephalogram signals by combining multi-space deep models. Biomed. Signal Process. Control. Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim
2024	—	`conf`	Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text. MuSe@ACM Multimedia Eunchae Lim, Hyeon-Ji Yang, Hyung-Jeong Yang, Soo-Hyung Kim, Seungwon Kim, Ji-Eun Shin, Aera Kim
2024	J	`jnl`	Multi-scale context UNet-like network with redesigned skip connections for medical image segmentation. Comput. Methods Programs Biomed. Ledan Qian, Caiyun Wen, Yi Li, Zhongyi Hu, Xiao Zhou, Xiaonyu Xia, Soo-Hyung Kim
2024	J	`jnl`	Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems. IEEE Intell. Syst. Trong-Nghia Nguyen, Soo-Hyung Kim, Bo-Gun Kho, Hyung-Jeong Yang
2024	B	`conf`	Multiple Facial Reaction Generation Using Gaussian Mixture of Models and Multimodal Bottleneck Transformer. FG Dang-Khanh Nguyen, Prabesh Paudel, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim, Hyung-Jeong Yang
2024	J	`jnl`	Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model. CoRR Quang Vinh Nguyen, Thanh Hoang Son Vo, Sae-Ryung Kang, Soo-Hyung Kim
2024	—	`conf`	Polyp-SES: Automatic Polyp Segmentation with Self-enriched Semantic Model. ACCV (2) Quang Vinh Nguyen, Thanh Hoang Son Vo, Sae-Ryung Kang, Soo-Hyung Kim
2024	J	`jnl`	Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation. IEEE Access Anh-Quang Duong, Ngoc-Huynh Ho, Sudarshan Pant, Seungwon Kim, Soo-Hyung Kim, Hyung-Jeong Yang
2024	J	`jnl`	Rethinking Top Probability from Multi-view for Distracted Driver Behaviour Localization. CoRR Quang Vinh Nguyen, Vo Hoang Thanh Son, Hoang Chau Truong Vinh, Duc Duy Nguyen, Nhat Huy Nguyen Minh, Soo-Hyung Kim
2024	A*	`conf`	The RayHand Navigation: A Virtual Navigation Method with Relative Position between Hand and Gaze-Ray. CHI Sei Kang, Jaejoon Jeong, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Seungwon Kim
2024	J	`jnl`	Transformer with Leveraged Masked Autoencoder for video-based Pain Assessment. CoRR Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim
2024	B	`conf`	Vector Quantized Diffusion Models for Multiple Appropriate Reactions Generation. FG Minh-Duc Nguyen, Hyung-Jeong Yang, Ngoc-Huynh Ho, Soo-Hyung Kim, Seungwon Kim, Ji-Eun Shin
2023	B	`conf`	3D-DDA: 3D Dual-Domain Attention for Brain Tumor Segmentation. ICIP Nhu-Tai Do, Hoang-Son Vo-Thanh, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim
2023	A	`conf`	Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation. BMVC Quang Vinh Nguyen, Van Thong Huynh, Soo-Hyung Kim
2023	J	`jnl`	CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. CoRR Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert, Uwe Schmidt, Wenhua Zhang, Jun Zhang, Sen Yang, Jinxi Xiang, Xiyue Wang, Josef Lorenz Rumberger, Elias Baumann, Peter Hirsch, Lihao Liu, Chenyang Hong, Angelica I. Avilés-Rivero, Ayushi Jain, Heeyoung Ahn, Yiyu Hong, Hussam Azzuni, Min Xu, Mohammad Yaqub, Marie-Claire Blache, Benoît Piégu, Bertrand Vernay, Tim Scherr, Moritz Böhland, Katharina Löffler, Jiachen Li, Weiqin Ying, Chixin Wang, Dagmar Kainmueller, Carola-Bibiane Schönlieb, Shuolin Liu, Dhairya Talsania, Yughender Meda, Prakash Mishra, Muhammad Ridzuan, Oliver Neumann, Marcel P. Schilling, Markus Reischl, Ralf Mikut, Banban Huang, Hsiang-Chin Chien, Ching-Ping Wang, Chia-Yen Lee, Hong-Kun Lin, Zaiyi Liu, Xipeng Pan, Chu Han, Jijun Cheng, Muhammad Dawood, Srijay Deshpande, Raja Muhammad Saad Bashir, Adam Shephard, Pedro Costa, João D. Nunes, Aurélio Campilho, Jaime S. Cardoso, Hrishikesh P. S, Densen Puthussery, Devika R. G, Jiji C V, Ye Zhang, Zijie Fang, Zhifan Lin, Yongbing Zhang, Chunhui Lin, Liukun Zhang, Lijian Mao, Min Wu, Thi Tuong Vi Vo, Soo-Hyung Kim, Taebum Lee, Satoshi Kondo, Satoshi Kasai, Pranay Dumbhare, Vedant Phuse, Yash Dubey, Ankush Jamthikar, Trinh Thi Le Vuong, Jin Tae Kwak, Dorsa Ziaei, Hyun Jung, Tianyi Miao, David R. J. Snead, Shan-E-Ahmed Raza, Fayyaz Minhas, Nasir M. Rajpoot
2023	J	`jnl`	Cross-Modality Learning by Exploring Modality Interactions for Emotion Reasoning. IEEE Access Thi-Dung Tran, Ngoc-Huynh Ho, Sudarshan Pant, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2023	A*	`conf`	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. ACM Multimedia Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim, Shah Nawaz, Karthik Nandakumar, Muhammad Zaigham Zaheer
2023	J	`jnl`	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. CoRR Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Muhammad Zaigham Zaheer, Shah Nawaz, Karthik Nandakumar, Soo-Hyung Kim
2023	—	`conf`	Edge Based Architecture for Total Energy Regression Models for Computational Materials Science. ACPR (3) Kangmo Yeo, Sukmin Jeong, Soo-Hyung Kim
2023	J	`jnl`	Effect of Auto-Erased Sketch Cue in Multiuser Surgical Planning Virtual Reality Collaboration System. IEEE Access Suyeon Park, Gayun Suh, Soo-Hyung Kim, Hyung-Jeong Yang, Gun A. Lee, Seungwon Kim
2023	J	`jnl`	Empirical study for human engagement in collaborative robot programming. J. Integr. Des. Process. Sci. Joao Paulo Jacomini Prioli, Shengyu Liu, Yinfeng Shen, Van Thong Huynh, Jeremy L. Rickli, Hyung-Jeong Yang, Soo-Hyung Kim, Kyoung-Yun Kim
2023	—	`conf`	Ensemble Spatial and Temporal Vision Transformer for Action Units Detection. CVPR Workshops Vu Ngoc Tu, Van Thong Huynh, Trong Nghia Nguyen, Soo-Hyung Kim
2023	J	`jnl`	GazeHand: A Gaze-Driven Virtual Hand Interface. IEEE Access Jaejoon Jeong, Soo-Hyung Kim, Hyung-Jeong Yang, Gun A. Lee, Seungwon Kim
2023	J	`jnl`	Generic Event Boundary Detection in Video with Pyramid Features. CoRR Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models. CoRR Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation Learning. IEEE Access Duy Le Hoai, Guee-Sang Lee, Soo-Hyung Kim, Seungwon Kim, Hyung-Jeong Yang
2023	J	`jnl`	Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals. CoRR Tu Vu, Van Thong Huynh, Soo-Hyung Kim
2023	—	`conf`	Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals. ACPR (3) Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim
2023	J	`jnl`	Pain Recognition With Physiological Signals Using Multi-Level Context Information. IEEE Access Kim Ngan Phan, Ngumimi Karen Iyortsuun, Sudarshan Pant, Hyung-Jeong Yang, Soo-Hyung Kim
2023	J	`jnl`	PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context. IEEE Access Sudarshan Pant, Hyung-Jeong Yang, Eunchae Lim, Soo-Hyung Kim, Seok Bong Yoo
2023	J	`jnl`	Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images. IEEE Access Minh-Trieu Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee
2023	J	`jnl`	Prediction of evoked expression from videos with temporal position fusion. Pattern Recognit. Lett. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration. IEEE Access Thanh Cong Do, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Bo-Gun Kho
2023	J	`jnl`	Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM. Sensors Irfan Haider, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst. Sensors Dang-Linh Trinh, Minh-Cong Vo, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2023	J	`jnl`	Vision Transformer for Action Units Detection. CoRR Tu Vu, Van Thong Huynh, Soo-Hyung Kim
2022	—	`conf`	Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention. ECCV Workshops (6) Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	J	`jnl`	An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition. CoRR Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	—	`conf`	An Attention-based Method for Multi-label Facial Action Unit Detection. CVPR Workshops Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	—	`conf`	An Ensemble Approach for Facial Behavior Analysis in-the-wild Video. CVPR Workshops Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim
2022	J	`jnl`	An Ensemble Approach for Facial Expression Analysis in Video. CoRR Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim
2022	J	`jnl`	An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning. CoRR Irfan Haider, Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2022	—	`conf`	Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review. WCCE Chunping Li, Mingxi Li, Chuan-Liang Huang, Yi-Tong Tseng, Soo-Hyung Kim, Soonja Yeom
2022	J	`jnl`	Expression Classification using Concatenation of Deep Neural Network for the 3rd ABAW3 Competition. CoRR Kim Ngan Phan, Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim
2022	—	`conf`	Facial Expression Classification using Fusion of Deep Neural Network in Video. CVPR Workshops Kim Ngan Phan, Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim
2022	J	`jnl`	Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. IEEE Trans. Affect. Comput. Hai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
2022	J	`jnl`	Fine-tuning Wav2vec for Vocal-burst Emotion Recognition. CoRR Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	J	`jnl`	Korean Drama Scene Transcript Dataset for Emotion Recognition in Conversations. IEEE Access Sudarshan Pant, Eunchae Lim, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Young-Shin Kang, Hyerim Jang
2022	—	`conf`	Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper). DE-FACTIFY@AAAI Kim Ngan Phan, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2022	J	`jnl`	MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge. CoRR Thi Tuong Vi Vo, Soo-Hyung Kim, Taebum Lee
2022	J	`jnl`	Multi-task Cross Attention Network in Facial Behavior Analysis. CoRR Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	B	`conf`	Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning. ICPR Thanh Cong Do, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim, Guee-Sang Lee, Jung-Joon Min
2022	B	`conf`	Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality. ICPR Duy-Phuong Dao, Hyung-Jeong Yang, Ngoc-Huynh Ho, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang
2021	—	`conf`	A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation. MediaEval Sy-Phuc Pham, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Guee-Sang Lee
2021	J	`jnl`	Context-Aware Emotion Recognition Based on Visual Relationship Detection. IEEE Access Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2021	J	`jnl`	Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models. Sensors Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Soonja Yeom
2021	J	`jnl`	Continuous Multimodal Biometric Authentication Schemes: A Systematic Review. IEEE Access Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert
2021	J	`jnl`	D2C-Based Hybrid Network for Predicting Group Cohesion Scores. IEEE Access Dang Xuan Tien, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2021	J	`jnl`	Deep Graph Fusion Based Multimodal Evoked Expressions From Large-Scale Videos. IEEE Access Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Seok Bong Yoo
2021	—	`conf`	Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor Segmentation. BrainLes@MICCAI (2) Tien-Bach-Thanh Do, Dang-Linh Trinh, Minh-Trieu Tran, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2021	J	`jnl`	Deep neural network-based fusion model for emotion recognition using visual data. J. Supercomput. Luu Ngoc Do, Hyung-Jeong Yang, Hai Duong Nguyen, Soo-Hyung Kim, Guee-Sang Lee, In Seop Na
2021	J	`jnl`	EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels. Sensors Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2021	—	`conf`	Emotion Recognition With Sequential Multi-task Learning Technique. ICCVW Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee
2021	J	`jnl`	Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique. CoRR Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee
2021	J	`jnl`	End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive Loss. IEEE Multim. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2021	J	`jnl`	Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm. Sensors Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang
2021	J	`jnl`	Korean video dataset for emotion recognition in the wild. Multim. Tools Appl. Trinh Le Ba Khanh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang, Eu-Tteum Baek
2021	—	`conf`	Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding. MuSe @ ACM Multimedia Anh-Quang Duong, Ngoc-Huynh Ho, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2021	—	`conf`	Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data. ACII (Workshops and Demos) Kim Ngan Phan, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2021	J	`jnl`	Real-time virtual mouse system using RGB-D images and fingertip detection. Multim. Tools Appl. Dinh-Son Tran, Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2021	J	`jnl`	Survival time prediction by integrating cox proportional hazards network and distribution function network. BMC Bioinform. Eu-Tteum Baek, Hyung Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang, Jung-Joon Min
2021	J	`jnl`	Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation. CoRR Van Thong Huynh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2021	—	`conf`	The 2nd Korean Emotion Recognition Challenge: Methods and Results. IW-FCV Songa Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2020	B	`conf`	Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model. FG Nhu-Tai Do, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim
2020	J	`jnl`	Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model. CoRR Nhu-Tai Do, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim
2020	—	`conf`	Artefact Detection and Segmentation Using Cascade R-CNN and U-Net. EndoCV@ISBI Hoang Manh Hung, Phan Tran Dac Thinh, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2020	—	`conf`	Continuous multibiometric authentication for online exam with machine learning. ACIS Riseul Ryu, Soonja Yeom, Soo-Hyung Kim
2020	—	`conf`	Deep Learning-Based Inpainting for Chest X-ray Image. SMA Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2020	J	`jnl`	Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time. Sensors Eu-Tteum Baek, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Hieyong Jeong
2020	J	`jnl`	Effective and Efficient Retrieval of Structured Entities. Proc. VLDB Endow. Ruihong Huang, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi
2020	J	`jnl`	HSFE Network and Fusion Model based Dynamic Hand Gesture Recognition. KSII Trans. Internet Inf. Syst. Nhu-Tai Do, In Seop Na, Soo-Hyung Kim
2020	J	`jnl`	Image Colorization Using the Global Scene-Context Style and Pixel-Wise Semantic Segmentation. IEEE Access Tram-Tran Nguyen-Quynh, Soo-Hyung Kim, Nhu-Tai Do
2020	—	`conf`	KERC 2019: The 1st Korean Emotion Recognition Challenge. SMA Inha Seo, Thi Tuong Vi Vo, Aran Oh, Guee-Sang Lee, Hyung Jeong Yang, Soo-Hyung Kim
2020	—	`conf`	MLEU: Multi-Level Embedding U-Net for Fully Automatic Image Colorization. ICMLSC Tram-Tran Nguyen-Quynh, Nhu-Tai Do, Soo-Hyung Kim
2020	—	`conf`	Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data. SMA Thanh-Hung Vo, Gueesang Lee, Hyung-Jeong Yang, Sae-Ryung Kang, In-Jae Oh, Soo-Hyung Kim
2020	J	`jnl`	Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network. IEEE Access Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2020	—	`conf`	Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements. SMA Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Jung Hee Kim, Soo-Hyung Kim
2020	B	`conf`	Multimodality Pain and related Behaviors Recognition based on Attention Learning. FG Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim
2020	—	`conf`	Multiple Models Using Temporal Feature Learning for Emotion Recognition. SMA Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2020	—	`conf`	Multitask Learning with Boundary Awareness for Skin Lesion Segmentation. SMA Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2020	J	`jnl`	Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition. IEEE Access Thanh-Hung Vo, Gueesang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2020	A*	`conf`	Representing Temporal Attributes for Schema Matching. KDD Yinan Mei, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi
2020	J	`jnl`	Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis. IEEE Access Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang
2020	J	`jnl`	Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction. IEEE Access Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim
2020	—	`conf`	The 1st Agriculture-Vision Challenge: Methods and Results. CVPR Workshops Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang
2020	J	`jnl`	The 1st Agriculture-Vision Challenge: Methods and Results. CoRR Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang
2020	J	`jnl`	Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge. CoRR Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2019	B	`conf`	A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets. ICIP Son Thai Ly, Nhu-Tai Do, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	J	`jnl`	A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition. Image Vis. Comput. Son Thai Ly, Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Gueesang Lee
2019	—	`conf`	Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm. ICCV Workshops Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	J	`jnl`	Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features. CoRR Hai Duong Nguyen, Soo-Hyung Kim
2019	B	`conf`	Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information. ICIP Nguyen Ngoc Hoang, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	—	`conf`	Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model. ICMLSC Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim, In Seop Na
2019	B	`conf`	Engagement Intensity Prediction withFacial Behavior Features. ICMI Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang
2019	—	`conf`	Eye Semantic Segmentation with A Lightweight Model. ICCV Workshops Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang
2019	J	`jnl`	Eye Semantic Segmentation with a Lightweight Model. CoRR Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang
2019	J	`jnl`	Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks. Int. J. Pattern Recognit. Artif. Intell. Hai Duong Nguyen, Soonja Yeom, Gueesang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
2019	B	`conf`	Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network. ICMI Dang Xuan Tien, Soo-Hyung Kim, Hyung-Jeong Yang, Gueesang Lee, Thanh-Hung Vo
2019	—	`conf`	Hand Component Decomposition for the Hand Gesture Recognition Based on FingerPaint Dataset. ICUFN In Seop Na, Soo-Hyung Kim, Chil-Woo Lee, Hai Duong Nguyen
2019	J	`jnl`	Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet. CoRR Hai Duong Nguyen, Soo-Hyung Kim
2019	—	`conf`	I Know Where to Find What You Want: Semantic Data Map from Silos. ESWC (Satellite Events) Sungmin Yi, Soo-Hyung Kim, Jungho Park, Taeho Hwang, Jaehun Lee, Yunsu Lee
2019	—	`conf`	Multimodal 2D and 3D for In-The-Wild Facial Expression Recognition. CVPR Workshops Son Thai Ly, Nhu-Tai Do, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	J	`jnl`	Multiple human tracking in drone image. Multim. Tools Appl. Hai Duong Nguyen, In Seop Na, Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang, Jun Ho Choi
2019	J	`jnl`	Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation. IEEE Access Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Sung Taek Jung, Sang-Don Joo
2019	—	`conf`	The Role of Attention Mechanism and Multi-Feature in Image Captioning. ICMLSC Tien X. Dang, Aran Oh, In Seop Na, Soo-Hyung Kim
2018	—	`conf`	Audio-based emotion recognition using GMM supervector an SVM linear kernel. ICMLSC Dinh-Son Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Luu Ngoc Do, Ngoc-Huynh Ho, Van Quan Nguyen
2018	J	`jnl`	Binarization of degraded document images based on hierarchical deep supervised network. Pattern Recognit. Quang Nhat Vo, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee
2018	—	`conf`	Face tracking with convolutional neural network heat-map. ICMLSC Nhu-Tai Do, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee, In Seop Na
2018	—	`conf`	Learning to detect tables in document images using line and text information. ICMLSC Thong Huynh-Van, Khuong Nguyen-An, Trinh Le Ba Khanh, Hyung-Jeong Yang, Tuan Anh Tran, Soo-Hyung Kim
2018	J	`jnl`	Recognition of Music Scores with Non-Linear Distortions in Mobile Devices. Multim. Tools Appl. Quang Nhat Vo, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang
2018	J	`jnl`	Text line segmentation using a fully convolutional network in handwritten document images. IET Image Process. Quang Nhat Vo, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee
2017	—	`conf`	A method for fingertips detection using RGB-D image and convolution neural network. ICNC-FSKD Hai Duong Nguyen, Young-Chul Kim, Soo-Hyung Kim, In Seop Na
2017	J	`jnl`	A robust system for document layout analysis using multilevel homogeneity structure. Expert Syst. Appl. Tuan Anh Tran, Kang Han Oh, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim
2017	—	`conf`	Appwrapping Providing Fine-Grained Security Policy Enforcement Per Method Unit in Android. ISSRE Workshops Sung-Hoon Lee, Seung-Hyun Kim, Soo-Hyung Kim, Seung-Hun Jin
2017	J	`jnl`	Multi-query processing of XML data streams on multicore. J. Supercomput. Soo-Hyung Kim, Kyong-Ha Lee, Yoon-Joon Lee
2017	J	`jnl`	Music symbol recognition by a LAG-based combination model. Multim. Tools Appl. In Seop Na, Soo-Hyung Kim
2017	J	`jnl`	Quality of Private Information (QoPI) model for effective representation and prediction of privacy controls in mobile computing. Comput. Secur. Seung-Hyun Kim, In-Young Ko, Soo-Hyung Kim
2017	J	`jnl`	Salient object detection using recursive regional feature clustering. Inf. Sci. Kang Han Oh, Myungeun Lee, Yura Lee, Soo-Hyung Kim
2016	Misc	`conf`	A Study on Feature of Keystroke Dynamics for Improving Accuracy in Mobile Environment. WISA Sung-Hoon Lee, Jong-Hyuk Roh, Soo-Hyung Kim, Seung-Hun Jin
2016	J	`jnl`	A mixture model using Random Rotation Bounding Box to detect table region in document image. J. Vis. Commun. Image Represent. Tuan Anh Tran, Hong Tai Tran, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim
2016	J	`jnl`	An MRF model for binarization of music scores with complex background. Pattern Recognit. Lett. Vo Quang Nhat, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee
2016	—	`conf`	An entropy-based analytic model for the privacy-preserving in open data. IEEE BigData Soo-Hyung Kim, Changwook Jung, Yoon-Joon Lee
2016	—	`conf`	Cell decomposition for the table in document image based on analysis of texts and lines distribution. ICUFN Hong Tai Tran, Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2016	J	`jnl`	Detection of Multiple Salient Objects by Categorizing Regional Features. KSII Trans. Internet Inf. Syst. Kang Han Oh, Soo-Hyung Kim, Young-Chul Kim, Yura Lee
2016	J	`jnl`	Detection of multiple salient objects through the integration of estimated foreground clues. Image Vis. Comput. Kang Han Oh, Myungeun Lee, Gwang Bok Kim, Soo-Hyung Kim
2016	J	`jnl`	Extraction of Text Regions from Complex Background in Document Images by Multilevel Clustering. Int. J. Networked Distributed Comput. Hoai Nam Vu, Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2016	J	`jnl`	Fast Lyric Area Extraction from Images of Printed Korean Music Scores. IEICE Trans. Inf. Syst. Cong Minh Dinh, Hyung Jeong Yang, Gueesang Lee, Soo-Hyung Kim
2016	J	`jnl`	Page segmentation using minimum homogeneity algorithm and adaptive mathematical morphology. Int. J. Document Anal. Recognit. Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2016	J	`jnl`	Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis. Expert Syst. Appl. Minh Dinh, Hyung Jeong Yang, Gueesang Lee, Soo-Hyung Kim, Luu Ngoc Do
2015	—	`conf`	A hybrid method for table detection from document image. ACPR Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2015	J	`jnl`	A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data. Clust. Comput. Luu Ngoc Do, Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim
2015	—	`conf`	Accurate Indoor Proximity Zone Detection Based on Time Window and Frequency with Bluetooth Low Energy. FNC/MobiSPC Dae-Yeob Kim, Soo-Hyung Kim, Daeseon Choi, Seung-Hun Jin
2015	C	`conf`	Automatic extraction of text regions from document images by multilevel thresholding and k-means clustering. ICIS Hoai Nam Vu, Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2015	J	`jnl`	Customer Data Scanner for Hands-Free Mobile Payment. IEICE Trans. Commun. Soo-Hyung Kim, Daeseon Choi, Seung-Hun Jin, Hyunsoo Yoon, JinWoo Son, MyungKeun Yoon
2015	J	`jnl`	Extraction of salient objects based on image clustering and saliency. Pattern Anal. Appl. In Seop Na, Ha Le, Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang
2015	—	`conf`	Hybrid page segmentation using multilevel homogeneity structure. IMCOM Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2015	—	`conf`	Salient object detection by combining multiple color clustering. IMCOM Kang Han Oh, Soo-Hyung Kim, Young-Chul Kim
2015	J	`jnl`	Separation of Text and Non-text in Document Layout Analysis using a Recursive Filter. KSII Trans. Internet Inf. Syst. Tuan Anh Tran, In Seop Na, Soo-Hyung Kim
2015	J	`jnl`	Triangulation Based Skeletonization and Trajectory Recovery for Handwritten Character Patterns. KSII Trans. Internet Inf. Syst. Dung Phan, In Seop Na, Soo-Hyung Kim, Gueesang Lee, Hyung Jeong Yang
2015	—	`conf`	Tumor detection on brain MR images using regional features: Method and preliminary results. FCV Kang Han Oh, Soo-Hyung Kim, Myungeun Lee
2014	B	`conf`	A novel and effective method for specular detection and removal by tensor voting. ICIP Tam Nguyen, Vo Quang Nhat, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee
2014	—	`conf`	Automatic touching detection and recognition of music chord using auto-encoding and softmax. ICUIMC Hong Quy Nguyen, Hyung Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2014	B	`conf`	Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique. ICPR Hoang-Nam Bui, In Seop Na, Gueesang Lee, Hyung Jeong Yang, Soo-Hyung Kim
2014	B	`conf`	Distorted Music Score Recognition without Staffline Removal. ICPR Vo Quang Nhat, Tam Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee
2014	—	`conf`	Local features and histogram based planar object recognition. ICUIMC Dung Phan, In Seop Na, Soo-Hyung Kim
2014	—	`conf`	Saliency detection using centroid weight map. ICUIMC Kang Han Oh, Soo-Hyung Kim, In Seop Na
2014	B	`conf`	Staff Line Removal Using Line Adjacency Graph and Staff Line Skeleton for Camera-Based Printed Music Scores. ICPR Hoang-Nam Bui, In Seop Na, Soo-Hyung Kim
2014	J	`jnl`	Stroke Width Based Skeletonization for Text Images. J. Comput. Sci. Eng. Minh Hieu Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee
2013	J	`jnl`	An Effective Orientation-based Method and Parameter Space Discretization for Defined Object Segmentation. KSII Trans. Internet Inf. Syst. Huy Hoang Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung Jeong Yang
2013	—	`conf`	Automatic clustering for digital photograph collections using time and content information. ICUIMC Wan Hyun Cho, In Seop Na, Soo-Hyung Kim, Jun Yong Choi, JongHyun Park, Dung Phan
2013	J	`jnl`	Correction of Signboard Distortion by Vertical Stroke Estimation. KSII Trans. Internet Inf. Syst. Junsik Lim, In Seop Na, Soo-Hyung Kim
2013	—	`conf`	Gesture recognition for moving RGB-D sensor. ISR Hanguen Kim, Soon-Hyuk Hong, Soo-Hyung Kim, Pillip Youn, Seonjin Ha, Hyun Myung
2013	—	`conf`	Image retrieval using wavelet transform and shape decomposition. ICUIMC Do Yen, Soo-Hyung Kim, In Seop Na, Dae Wook Kang, Jin Hyung Kim
2013	—	`conf`	Object Recognition by Combining Binary Local Invariant Features and Color Histogram. ACPR Dung Phan, Chi-Min Oh, Soo-Hyung Kim, In Seop Na, Chil-Woo Lee
2013	J	`jnl`	Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning. IEEE Trans. Geosci. Remote. Sens. Guang Zheng, L. Monika Moskal, Soo-Hyung Kim
2013	—	`conf`	Unsupervised color images segmentation using spatial hidden MRF GDPM model. ICUIMC In Seop Na, Wan Hyun Cho, Soo-Hyung Kim, Soon Ja Kang, Trung Quy Nguyen, Jun Yong Choi
2012	J	`jnl`	Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric. KSII Trans. Internet Inf. Syst. Myunghun Lee, Soo-Hyung Kim, Gueesang Lee, Sun-Hee Kim, Hyung Jeong Yang
2012	B	`conf`	Fast automatic saliency map driven geometric active contour model for color object segmentation. ICPR Nguyen Tran Lan Anh, Vo Quang Nhat, Elyor Kodirov, Soo-Hyung Kim, Gueesang Lee
2012	—	`conf`	Generation of training database using a noise model for OCR systems. ICUIMC Do Yen, Soo-Hyung Kim, Sang-Cheol Park, Ha Le, Yanjuan Chen, Sun Hwa Jeong, In Seop Na
2012	—	`conf`	Image retrieval system using a decomposition of shape information. ISSPIT Do Yen, Soo-Hyung Kim, In Seop Na
2012	J	`jnl`	Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data. IEICE Trans. Inf. Syst. Kam Swee Ng, Hyung Jeong Yang, Soo-Hyung Kim, Sun-Hee Kim
2012	—	`conf`	Object segmentation based on adaptive contour initialization for level set method. ISSPIT Ha Le, Soo-Hyung Kim, In Seop Na
2011	B	`conf`	3D segmentation of medical volume image using hybrid level set method. Image Processing Myungeun Lee, Wanhyun Cho, Sun-Worl Kim, Yanjuan Chen, Soo-Hyung Kim
2011	J	`jnl`	Automatically improving image quality using tensor voting. Neural Comput. Appl. Toan Nguyen Dinh, JongHyun Park, Soo-Hyung Kim, Hyuk Ro Park, Gueesang Lee
2011	C	`conf`	Geometric Active Model for Lesion Segmentation on Breast Ultrasound Images. CIT Myungeun Lee, Yanjuan Chen, Soo-Hyung Kim, KwangGi Kim
2011	Misc	`conf`	Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series. GrC Thi Anh Ngoc Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Sun-Hee Kim
2011	C	`conf`	Lanes Detection in PCR Gel Electrophoresis Images. CIT Sang-Cheol Park, In Seop Na, Soo-Hyung Kim, Gueesang Lee, Kang Han Oh, Jeong Hwan Kim, Tae Ho Han
2011	C	`conf`	Segmentation of the Pectoral Muscle Boundary in Breast MR Images. BIBE Myungeun Lee, Yanjuan Chen, Soo-Hyung Kim, Jong Hyo Kim
2010	—	`conf`	An Efficient and Accurate Text Localization Algorithm in Compressed Mobile Phone Image Domain. IPCV Adrián Canedo-Rodriguez, Jung Hyoun Kim, John C. Kelly, Jung Hee Kim, Soo-Hyung Kim, Yolanda Blanco-Fernández, Sai Kiran Veeramachaneni
2010	J	`jnl`	Automatic detection and recognition of Korean text in outdoor signboard images. Pattern Recognit. Lett. JongHyun Park, Gueesang Lee, Euichul Kim, Junsik Lim, Soo-Hyung Kim, Hyung Jeong Yang, Myunghun Lee, Seongtaek Hwang
2010	—	`conf`	Color Clustering Text Extraction Algorithm for Mobile Phone Images. IPCV Adrián Canedo-Rodriguez, Jung Hyoun Kim, John C. Kelly, Jung Hee Kim, Soo-Hyung Kim, Yolanda Blanco-Fernández, Pavan Banugondi
2010	B	`conf`	Level-Set Segmentation of Brain Tumors Using a New Hybrid Speed Function. ICPR Wanhyun Cho, JongHyun Park, Soon-Young Park, Soo-Hyung Kim, Sun-Worl Kim, Gukdong Ahn, Myung-Eun Lee, Gueesang Lee
2010	B	`conf`	Medical image registration using the modified conditional entropy measure combining the spatial and intensity information. Image Processing Myung-Eun Lee, Soo-Hyung Kim, Wanhyun Cho, Sun-Worl Kim, JongHyun Park, Soon-Young Park, Junsik Lim
2010	B	`conf`	Segmentation of 3D object in volume dataset using active deformable model. ICIP JongHyun Park, Wanhyun Cho, Soon-Young Park, Sun-Worl Kim, Soo-Hyung Kim, Gukdong Ahn, Myung-Eun Lee, Gueesang Lee
2010	C	`conf`	Text Detection in Binarized Text Images of Korean Signboard by Stroke Width Feature. CIT Huy Le Phat, Toan Nguyen Dinh, Soo-Hyung Kim, Gueesang Lee
2009	C	`conf`	A Generic Framework of Integrating Segmentation and Registration. BIBE JongHyun Park, Wanhyun Cho, Soon-Young Park, Junsik Lim, Soo-Hyung Kim, Gueesang Lee
2009	—	`conf`	Automatic Image Restoration Based on Tensor Voting. ICONIP (1) Toan Nguyen Dinh, JongHyun Park, Soo-Hyung Kim, Hyuk Ro Park, Gueesang Lee
2009	J	`jnl`	Multimodality Image Registration Using Spatial Procrustes Analysis and Modified Conditional Entropy. J. Signal Process. Syst. Wan Hyun Cho, Sun-Worl Kim, Myung-Eun Lee, Soo-Hyung Kim, Soon-Young Park, Chang Bu Jeong
2009	C	`conf`	Segmentation of Brain MR Images Using an Ant Colony Optimization Algorithm. BIBE Myung-Eun Lee, Soo-Hyung Kim, Wan Hyun Cho, Soon-Young Park, Junsik Lim
2008	C	`conf`	A multiple expert algorithm for the binarization of Korean Identity card images. CIT In Seop Na, Sang-Cheol Park, Ji Woong Kim, Soo-Hyung Kim
2008	—	`conf`	Improved Image Thresholding Using Ant Colony Optimization Algorithm. ALPIT Xin Zhao, Myung-Eun Lee, Soo-Hyung Kim
2008	C	`conf`	Improved image segmentation method based on optimized threshold using Genetic Algorithm. AICCSA Xin Zhao, Myung-Eun Lee, Soo-Hyung Kim
2008	J	`jnl`	Measurement Based Channel-Adaptive Video Streaming for Mobile Devices over Mobile WiMAX. IEEE Trans. Consumer Electron. Hye-Soo Kim, Hyeong-Min Nam, Jae-Yun Jeong, Soo-Hyung Kim, Sung-Jea Ko
2008	C	`conf`	Multimodality image registration using ordinary procrustes analysis and entropy of bivariate normal kernel density. BIBE Wan Hyun Cho, Sun-Worl Kim, Myung-Eun Lee, Soo-Hyung Kim, Soon-Young Park, Chang Bu Jeong
2008	C	`conf`	Segmentation of medical image based on mean shift and deterministic annealing EM algorithm. AICCSA Myung-Eun Lee, Soo-Hyung Kim, Wan Hyun Cho, Xin Zhao
2008	J	`jnl`	Text image matching without language model using a Hausdorff distance. Inf. Process. Manag. Hwa Jeong Son, Soo-Hyung Kim, Ji Soo Kim
2007	C	`conf`	Multi-modal Data Integration Using Graph for Collaborative Assembly Design Information Sharing and Reuse. IEA/AIE Hyung-Jae Lee, Kyoung-Yun Kim, Hyung Jeong Yang, Soo-Hyung Kim, Sook-Young Choi
2007	—	`conf`	Word Image Decomposition from Mixed Text/Graphics Images Using Statistical Methods. FSKD (4) Chang Bu Jeong, Soo-Hyung Kim
2006	—	`conf`	A Middleware Architecture Determining Application Context Using Shared Ontology. ICCSA (4) Kugsang Jeong, Deokjai Choi, Soo-Hyung Kim, Gueesang Lee
2006	C	`conf`	Delivery and Storage Architecture for Sensed Information Using SNMP. APNOMS Deokjai Choi, Hongseok Jang, Kugsang Jeong, Punghyeok Kim, Soo-Hyung Kim
2006	—	`conf`	Text Image Spotting Using Local Crowdedness and Hausdorff Distance. ICADL Hwa Jeong Son, Sang-Cheol Park, Soo-Hyung Kim, Ji Soo Kim, Gueesang Lee, Deokjai Choi
2005	C	`conf`	Keyword Spotting on Hangul Document Images Using Two-Level Image-to-Image Matching. IEA/AIE Sang-Cheol Park, Hwa Jeong Son, Chang Bu Jeong, Soo-Hyung Kim
2005	—	`conf`	Keyword Spotting on Korean Document Images by Matching the Keyword Image. ICADL Soo-Hyung Kim, Sang-Cheol Park, Chang Bu Jeong, Ji Soo Kim, Hyuk Ro Park, Gueesang Lee
2005	A	`conf`	Text Locating from Natural Scene Images Using Image Intensitie. ICDAR Ji Soo Kim, Sang-Cheol Park, Soo-Hyung Kim
2005	—	`conf`	Word Extraction from Table Regions in Document Images. ICADL Chang Bu Jeong, Sang-Cheol Park, Hwa Jeong Son, Soo-Hyung Kim
2004	B	`conf`	Fast Half Pixel Motion Estimation Based on Spatio-temporal Correlations. ICONIP Hyo Sun Yoon, Gueesang Lee, Soo-Hyung Kim, Deokjai Choi
2004	J	`jnl`	Word-Level Optical Font Recognition Using Typographical Features. Int. J. Pattern Recognit. Artif. Intell. Soo-Hyung Kim, Hee K. Kwag, Ching Y. Suen
2003	A	`conf`	Analysis and Recognition of Asian Scripts - the State of the Art. ICDAR Ching Y. Suen, Shunji Mori, Soo-Hyung Kim, Cheung H. Leung
2002	—	`conf`	A Keyword Spotting System of Korean Document Images. ICADL Il-Seok Oh, Yoon-Sung Choi, Jin-Ho Yang, Soo-Hyung Kim
2002	—	`conf`	Word Segmentation of Printed Text Lines Based on Gap Clustering and Special Symbol Detection. ICPR (2) Soo-Hyung Kim, Chang Bu Jeong, Hee K. Kwag, Ching Y. Suen
2001	J	`jnl`	A lexicon-driven approach for optimal segment combination in off-line recognition of unconstrained handwritten Korean words. Pattern Recognit. Soo-Hyung Kim, S. Jeong, Ching Y. Suen
2001	—	`conf`	Two-dimensional wavelet-packet-based feature selection method for image recognition. Document Recognition and Retrieval Min-Soo Kim, Jangsun Baek, Soo-Hyung Kim, Gueesang Lee
2001	A	`conf`	Word Segmentation in Handwritten Korean Text Lines Based on Gap Clustering Techniques. ICDAR Soo-Hyung Kim, Ching Y. Suen, S. Jeong, Gueesang Lee
2000	B	`conf`	Mean Field Annealing EM for Image Segmentation. ICIP Wan Hyun Cho, Soo-Hyung Kim, Soon-Young Park, JongHyun Park
1999	A	`conf`	A Lexicon Driven Approach for Off-line Recognition of Unconstrained Handwritten Korean Words. ICDAR Soo-Hyung Kim, S. Jeong, Ching Y. Suen
1995	A	`conf`	Off-line Recognition of Korean Scripts Using Distance Matching and Neural Network Classifiers. ICDAR Soo-Hyung Kim, Jeong-In Doh
1994	J	`jnl`	Automatic Input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections. Int. J. Pattern Recognit. Artif. Intell. Soo-Hyung Kim, Jin Hyung Kim
1994	—	`ch.`	Automatic input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections. Document Image Analysis Soo-Hyung Kim, Jin Hyung Kim