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2020 – today
- 2025
[j82]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
- [j81]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) - [j80]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) - [j79]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) - [j78]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) - [j77]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) - [j76]Ledan Qian, Caiyun Wen, Yi Li, Zhongyi Hu, Xiao Zhou, Xiaonyu Xia, Soo-Hyung Kim:
Multi-scale context UNet-like network with redesigned skip connections for medical image segmentation. Comput. Methods Programs Biomed. 243: 107885 (2024) - [j75]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) - [j74]Vi Thi-Tuong Vo, Myung-Giun Noh, Soo-Hyung Kim:
4T-Net: Multitask deep learning for nuclear analysis from pathology images. Multim. Tools Appl. 83(29): 73031-73053 (2024) - [c115]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 - [c114]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 - [c113]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 - [c112]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 - [i26]Quang Vinh Nguyen, Van Thong Huynh, Soo-Hyung Kim:
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation. CoRR abs/2405.07523 (2024) - [i25]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) - [i24]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) - [i23]Hoang-Son Vo-Thanh, Quang-Vinh Nguyen, Soo-Hyung Kim:
KAN-Based Fusion of Dual-Domain for Audio-Driven Facial Landmarks Generation. CoRR abs/2409.05330 (2024) - [i22]Quang Vinh Nguyen, Thanh Hoang Son Vo, Sae-Ryung Kang, Soo-Hyung Kim:
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model. CoRR abs/2410.01210 (2024) - 2023
- [j73]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) - [j72]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) - [j71]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) - [j70]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) - [j69]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) - [j68]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) - [j67]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) - [j66]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) - [j65]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) - [j64]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) - [j63]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) - [j62]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) - [c111]Kangmo Yeo, Sukmin Jeong, Soo-Hyung Kim:
Edge Based Architecture for Total Energy Regression Models for Computational Materials Science. ACPR (3) 2023: 106-112 - [c110]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 - [c109]Quang Vinh Nguyen, Van Thong Huynh, Soo-Hyung Kim:
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation. BMVC 2023: 806-812 - [c108]Vu Ngoc Tu, Van Thong Huynh, Trong Nghia Nguyen, Soo-Hyung Kim:
Ensemble Spatial and Temporal Vision Transformer for Action Units Detection. CVPR Workshops 2023: 5770-5776 - [c107]Nhu-Tai Do, Hoang-Son Vo-Thanh, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim:
3D-DDA: 3D Dual-Domain Attention for Brain Tumor Segmentation. ICIP 2023: 3215-3219 - [c106]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 - [i21]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) - [i20]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:
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. CoRR abs/2303.06274 (2023) - [i19]Tu Vu, Van Thong Huynh, Soo-Hyung Kim:
Vision Transformer for Action Units Detection. CoRR abs/2303.09917 (2023) - [i18]Tu Vu, Van Thong Huynh, Soo-Hyung Kim:
Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals. CoRR abs/2305.00769 (2023) - [i17]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) - [i16]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
- [j61]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) - [j60]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) - [c105]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 - [c104]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 - [c103]Kim Ngan Phan, Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim:
Facial Expression Classification using Fusion of Deep Neural Network in Video. CVPR Workshops 2022: 2506-2510 - [c102]Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim:
An Ensemble Approach for Facial Behavior Analysis in-the-wild Video. CVPR Workshops 2022: 2511-2516 - [c101]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 - [c100]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 - [c99]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 - [c98]Chunping Li, Mingxi Li, Chuan-Liang Huang, Yi-Tong Tseng, Soo-Hyung Kim, Soonja Yeom:
Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review. WCCE 2022: 361-372 - [i15]Thi Tuong Vi Vo, Soo-Hyung Kim, Taebum Lee:
MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge. CoRR abs/2203.02161 (2022) - [i14]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) - [i13]Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim:
An Ensemble Approach for Facial Expression Analysis in Video. CoRR abs/2203.12891 (2022) - [i12]Kim Ngan Phan, Hong Hai Nguyen, Van Thong Huynh, Soo-Hyung Kim:
Expression Classification using Concatenation of Deep Neural Network for the 3rd ABAW3 Competition. CoRR abs/2203.12899 (2022) - [i11]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) - [i10]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) - [i9]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
- [j59]Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert:
Continuous Multimodal Biometric Authentication Schemes: A Systematic Review. IEEE Access 9: 34541-34557 (2021) - [j58]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) - [j57]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) - [j56]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) - [j55]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) - [j54]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) - [j53]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) - [j52]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) - [j51]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) - [j50]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) - [j49]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) - [j48]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) - [c97]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 - [c96]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 - [c95]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 - [c94]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 - [c93]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 - [c92]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 - [i8]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) - [i7]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
- [j47]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) - [j46]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) - [j45]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) - [j44]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) - [j43]Tram-Tran Nguyen-Quynh, Soo-Hyung Kim, Nhu-Tai Do:
Image Colorization Using the Global Scene-Context Style and Pixel-Wise Semantic Segmentation. IEEE Access 8: 214098-214114 (2020) - [j42]Nhu-Tai Do, In Seop Na, Soo-Hyung Kim:
HSFE Network and Fusion Model based Dynamic Hand Gesture Recognition. KSII Trans. Internet Inf. Syst. 14(9): 3924-3940 (2020) - [j41]Ruihong Huang, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi:
Effective and Efficient Retrieval of Structured Entities. Proc. VLDB Endow. 13(6): 826-839 (2020) - [j40]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) - [c91]Riseul Ryu, Soonja Yeom, Soo-Hyung Kim:
Continuous multibiometric authentication for online exam with machine learning. ACIS 2020: 92 - [c90]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:
The 1st Agriculture-Vision Challenge: Methods and Results. CVPR Workshops 2020: 212-218 - [c89]Nhu-Tai Do, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim:
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model. FG 2020: 624-628 - [c88]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 - [c87]Tram-Tran Nguyen-Quynh, Nhu-Tai Do, Soo-Hyung Kim:
MLEU: Multi-Level Embedding U-Net for Fully Automatic Image Colorization. ICMLSC 2020: 119-123 - [c86]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 - [c85]Yinan Mei, Shaoxu Song, Yunsu Lee, Jungho Park, Soo-Hyung Kim, Sungmin Yi:
Representing Temporal Attributes for Schema Matching. KDD 2020: 709-719 - [c84]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 - [c83]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 - [c82]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 - [c81]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 - [c80]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 - [c79]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 - [i6]Nhu-Tai Do, Tram-Tran Nguyen-Quynh, Soo-Hyung Kim:
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model. CoRR abs/2002.09120 (2020) - [i5]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:
The 1st Agriculture-Vision Challenge: Methods and Results. CoRR abs/2004.09754 (2020) - [i4]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
- [j39]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) - [j38]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) - [j37]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) - [j36]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) - [c78]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 - [c77]Sungmin Yi, Soo-Hyung Kim, Jungho Park, Taeho Hwang, Jaehun Lee, Yunsu Lee:
I Know Where to Find What You Want: Semantic Data Map from Silos. ESWC (Satellite Events) 2019: 186-190 - [c76]Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang:
Eye Semantic Segmentation with A Lightweight Model. ICCV Workshops 2019: 3694-3697 - [c75]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 - [c74]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 - [c73]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 - [c72]Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang:
Engagement Intensity Prediction withFacial Behavior Features. ICMI 2019: 567-571 - [c71]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 - [c70]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 - [c69]Tien X. Dang, Aran Oh, In Seop Na, Soo-Hyung Kim:
The Role of Attention Mechanism and Multi-Feature in Image Captioning. ICMLSC 2019: 170-174 - [c68]In Seop Na, Soo-Hyung Kim, Chil-Woo Lee, Hai Duong Nguyen:
Hand Component Decomposition for the Hand Gesture Recognition Based on FingerPaint Dataset. ICUFN 2019: 564-566 - [i3]Hai Duong Nguyen, Soo-Hyung Kim:
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet. CoRR abs/1901.03465 (2019) - [i2]Hai Duong Nguyen, Soo-Hyung Kim:
Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features. CoRR abs/1901.10237 (2019) - [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
- [j35]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) - [j34]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) - [j33]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) - [c67]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 - [c66]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 - [c65]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]Seung-Hyun Kim, In-Young Ko, Soo-Hyung Kim:
Quality of Private Information (QoPI) model for effective representation and prediction of privacy controls in mobile computing. Comput. Secur. 66: 1-19 (2017) - [j31]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) - [j30]Kang Han Oh, Myungeun Lee, Yura Lee, Soo-Hyung Kim:
Salient object detection using recursive regional feature clustering. Inf. Sci. 387: 1-18 (2017) - [j29]In Seop Na, Soo-Hyung Kim:
Music symbol recognition by a LAG-based combination model. Multim. Tools Appl. 76(24): 25563-25579 (2017) - [j28]Soo-Hyung Kim, Kyong-Ha Lee, Yoon-Joon Lee:
Multi-query processing of XML data streams on multicore. J. Supercomput. 73(6): 2339-2368 (2017) - [c64]Hai Duong Nguyen, Young-Chul Kim, Soo-Hyung Kim, In Seop Na:
A method for fingertips detection using RGB-D image and convolution neural network. ICNC-FSKD 2017: 783-785 - [c63]Sung-Hoon Lee, Seung-Hyun Kim, Soo-Hyung Kim, Seung-Hun Jin:
Appwrapping Providing Fine-Grained Security Policy Enforcement Per Method Unit in Android. ISSRE Workshops 2017: 36-39 - 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]Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
Page segmentation using minimum homogeneity algorithm and adaptive mathematical morphology. Int. J. Document Anal. Recognit. 19(3): 191-209 (2016) - [j24]Hoai Nam Vu, Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
Extraction of Text Regions from Complex Background in Document Images by Multilevel Clustering. Int. J. Networked Distributed Comput. 4(1): 11-21 (2016) - [j23]Kang Han Oh, Soo-Hyung Kim, Young-Chul Kim, Yura Lee:
Detection of Multiple Salient Objects by Categorizing Regional Features. KSII Trans. Internet Inf. Syst. 10(1): 272-287 (2016) - [j22]Kang Han Oh, Myungeun Lee, Gwang Bok Kim, Soo-Hyung Kim:
Detection of multiple salient objects through the integration of estimated foreground clues. Image Vis. Comput. 54: 31-44 (2016) - [j21]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) - [j20]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) - [c62]Soo-Hyung Kim, Changwook Jung, Yoon-Joon Lee:
An entropy-based analytic model for the privacy-preserving in open data. IEEE BigData 2016: 3676-3684 - [c61]Hong Tai Tran, Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
Cell decomposition for the table in document image based on analysis of texts and lines distribution. ICUFN 2016: 736-738 - [c60]Sung-Hoon Lee, Jong-Hyuk Roh, Soo-Hyung Kim, Seung-Hun Jin:
A Study on Feature of Keystroke Dynamics for Improving Accuracy in Mobile Environment. WISA 2016: 366-375 - 2015
- [j19]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) - [j18]Soo-Hyung Kim, Daeseon Choi, Seung-Hun Jin, Hyunsoo Yoon, JinWoo Son, MyungKeun Yoon:
Customer Data Scanner for Hands-Free Mobile Payment. IEICE Trans. Commun. 98-B(11): 2291-2299 (2015) - [j17]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) - [j16]Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
Separation of Text and Non-text in Document Layout Analysis using a Recursive Filter. KSII Trans. Internet Inf. Syst. 9(10): 4072-4091 (2015) - [j15]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) - [c59]Hoai Nam Vu, Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
Automatic extraction of text regions from document images by multilevel thresholding and k-means clustering. ICIS 2015: 329-334 - [c58]Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
A hybrid method for table detection from document image. ACPR 2015: 131-135 - [c57]Kang Han Oh, Soo-Hyung Kim, Myungeun Lee:
Tumor detection on brain MR images using regional features: Method and preliminary results. FCV 2015: 1-4 - [c56]Dae-Yeob Kim, Soo-Hyung Kim, Daeseon Choi, Seung-Hun Jin:
Accurate Indoor Proximity Zone Detection Based on Time Window and Frequency with Bluetooth Low Energy. FNC/MobiSPC 2015: 88-95 - [c55]Kang Han Oh, Soo-Hyung Kim, Young-Chul Kim:
Salient object detection by combining multiple color clustering. IMCOM 2015: 66:1-66:8 - [c54]Tuan Anh Tran, In Seop Na, Soo-Hyung Kim:
Hybrid page segmentation using multilevel homogeneity structure. IMCOM 2015: 78:1-78:6 - 2014
- [j14]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) - [c53]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 - [c52]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 - [c51]Hoang-Nam Bui, In Seop Na, Soo-Hyung Kim:
Staff Line Removal Using Line Adjacency Graph and Staff Line Skeleton for Camera-Based Printed Music Scores. ICPR 2014: 2787-2789 - [c50]Vo Quang Nhat, Tam Nguyen, Soo-Hyung Kim, Hyung Jeong Yang, Gueesang Lee:
Distorted Music Score Recognition without Staffline Removal. ICPR 2014: 2956-2960 - [c49]Dung Phan, In Seop Na, Soo-Hyung Kim:
Local features and histogram based planar object recognition. ICUIMC 2014: 49:1-49:4 - [c48]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 - [c47]Kang Han Oh, Soo-Hyung Kim, In Seop Na:
Saliency detection using centroid weight map. ICUIMC 2014: 107:1-107:4 - 2013
- [j13]Junsik Lim, In Seop Na, Soo-Hyung Kim:
Correction of Signboard Distortion by Vertical Stroke Estimation. KSII Trans. Internet Inf. Syst. 7(9): 2312-2325 (2013) - [j12]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) - [j11]Guang Zheng, L. Monika Moskal, Soo-Hyung Kim:
Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 51(2): 777-786 (2013) - [c46]Dung Phan, Chi-Min Oh, Soo-Hyung Kim, In Seop Na, Chil-Woo Lee:
Object Recognition by Combining Binary Local Invariant Features and Color Histogram. ACPR 2013: 466-470 - [c45]In Seop Na, Wan Hyun Cho, Soo-Hyung Kim, Soon Ja Kang, Trung Quy Nguyen, Jun Yong Choi:
Unsupervised color images segmentation using spatial hidden MRF GDPM model. ICUIMC 2013: 79 - [c44]Wan Hyun Cho, In Seop Na, Soo-Hyung Kim, Jun Yong Choi, Jonghyun Park, Dung Phan:
Automatic clustering for digital photograph collections using time and content information. ICUIMC 2013: 89 - [c43]Do Yen, Soo-Hyung Kim, In Seop Na, Dae Wook Kang, Jin Hyung Kim:
Image retrieval using wavelet transform and shape decomposition. ICUIMC 2013: 92 - [c42]Hanguen Kim, Soon-Hyuk Hong, Soo-Hyung Kim, Pillip Youn, Seonjin Ha, Hyun Myung:
Gesture recognition for moving RGB-D sensor. ISR 2013: 1-3 - 2012
- [j10]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) - [j9]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) - [c41]Nguyen Tran Lan Anh, Vo Quang Nhat, Elyor Kodirov, Soo-Hyung Kim, Gueesang Lee:
Fast automatic saliency map driven geometric active contour model for color object segmentation. ICPR 2012: 2557-2560 - [c40]Do Yen, Soo-Hyung Kim, Sang-Cheol Park, Ha Le, Yanjuan Chen, Sun Hwa Jeong, In Seop Na:
Generation of training database using a noise model for OCR systems. ICUIMC 2012: 95:1-95:6 - [c39]Ha Le, Soo-Hyung Kim, In Seop Na:
Object segmentation based on adaptive contour initialization for level set method. ISSPIT 2012: 67-72 - [c38]Do Yen, Soo-Hyung Kim, In Seop Na:
Image retrieval system using a decomposition of shape information. ISSPIT 2012: 85-89 - 2011
- [j8]Toan Nguyen Dinh, Jonghyun Park, Soo-Hyung Kim, Hyuk Ro Park, Gueesang Lee:
Automatically improving image quality using tensor voting. Neural Comput. Appl. 20(7): 1017-1026 (2011) - [c37]Myungeun Lee, Yanjuan Chen, Soo-Hyung Kim, Kwanggi Kim:
Geometric Active Model for Lesion Segmentation on Breast Ultrasound Images. CIT 2011: 150-157 - [c36]Sang-Cheol Park, In Seop Na, Soo-Hyung Kim, Gueesang Lee, Kang Han Oh, Jeong Hwan Kim, Tae Ho Han:
Lanes Detection in PCR Gel Electrophoresis Images. CIT 2011: 306-313 - [c35]Myungeun Lee, Yanjuan Chen, Soo-Hyung Kim, Jong Hyo Kim:
Segmentation of the Pectoral Muscle Boundary in Breast MR Images. BIBE 2011: 323-326 - [c34]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 - [c33]Myungeun Lee, Wanhyun Cho, Sun-Worl Kim, Yanjuan Chen, Soo-Hyung Kim:
3D segmentation of medical volume image using hybrid level set method. Medical Imaging: Image Processing 2011: 796235 - 2010
- [j7]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) - [c32]Huy Le Phat, Toan Nguyen Dinh, Soo-Hyung Kim, Gueesang Lee:
Text Detection in Binarized Text Images of Korean Signboard by Stroke Width Feature. CIT 2010: 1588-1592 - [c31]Jonghyun Park, Wanhyun Cho, Soon-Young Park, Sun-Worl Kim, Soo-Hyung Kim, Gukdong Ahn, Myung-Eun Lee, Gueesang Lee:
Segmentation of 3D object in volume dataset using active deformable model. ICIP 2010: 4121-4124 - [c30]Wanhyun Cho, Jonghyun Park, Soon-Young Park, Soo-Hyung Kim, Sun-Worl Kim, Gukdong Ahn, Myung-Eun Lee, Gueesang Lee:
Level-Set Segmentation of Brain Tumors Using a New Hybrid Speed Function. ICPR 2010: 1545-1548 - [c29]Adrián Canedo-Rodriguez, Jung Hyoun Kim, John C. Kelly, Jung Hee Kim, Soo-Hyung Kim, Yolanda Blanco-Fernández, Pavan Banugondi:
Color Clustering Text Extraction Algorithm for Mobile Phone Images. IPCV 2010: 210-215 - [c28]Adrián Canedo-Rodriguez, Jung Hyoun Kim, John C. Kelly, Jung Hee Kim, Soo-Hyung Kim, Yolanda Blanco-Fernández, Sai Kiran Veeramachaneni:
An Efficient and Accurate Text Localization Algorithm in Compressed Mobile Phone Image Domain. IPCV 2010: 610-614 - [c27]Myung-Eun Lee, Soo-Hyung Kim, Wanhyun Cho, Sun-Worl Kim, Jonghyun Park, Soon-Young Park, Junsik Lim:
Medical image registration using the modified conditional entropy measure combining the spatial and intensity information. Medical Imaging: Image Processing 2010: 76233A
2000 – 2009
- 2009
- [j6]Wan Hyun Cho, Sun-Worl Kim, Myung-Eun Lee, Soo-Hyung Kim, Soon-Young Park, Chang Bu Jeong:
Multimodality Image Registration Using Spatial Procrustes Analysis and Modified Conditional Entropy. J. Signal Process. Syst. 54(1-3): 101-114 (2009) - [c26]Jonghyun Park, Wanhyun Cho, Soon-Young Park, Junsik Lim, Soo-Hyung Kim, Gueesang Lee:
A Generic Framework of Integrating Segmentation and Registration. BIBE 2009: 38-44 - [c25]Myung-Eun Lee, Soo-Hyung Kim, Wan Hyun Cho, Soon-Young Park, Junsik Lim:
Segmentation of Brain MR Images Using an Ant Colony Optimization Algorithm. BIBE 2009: 366-369 - [c24]Toan Nguyen Dinh, Jonghyun Park, Soo-Hyung Kim, Hyuk Ro Park, Gueesang Lee:
Automatic Image Restoration Based on Tensor Voting. ICONIP (1) 2009: 810-818 - 2008
- [j5]Hwa Jeong Son, Soo-Hyung Kim, Ji Soo Kim:
Text image matching without language model using a Hausdorff distance. Inf. Process. Manag. 44(3): 1189-1200 (2008) - [j4]Hye-Soo Kim, Hyeong-Min Nam, Jae-Yun Jeong, Soo-Hyung Kim, Sung-Jea Ko:
Measurement Based Channel-Adaptive Video Streaming for Mobile Devices over Mobile WiMAX. IEEE Trans. Consumer Electron. 54(1): 171-178 (2008) - [c23]In Seop Na, Sang-Cheol Park, Ji Woong Kim, Soo-Hyung Kim:
A multiple expert algorithm for the binarization of Korean Identity card images. CIT 2008: 307-311 - [c22]Xin Zhao, Myung-Eun Lee, Soo-Hyung Kim:
Improved image segmentation method based on optimized threshold using Genetic Algorithm. AICCSA 2008: 921-922 - [c21]Myung-Eun Lee, Soo-Hyung Kim, Wan Hyun Cho, Xin Zhao:
Segmentation of medical image based on mean shift and deterministic annealing EM algorithm. AICCSA 2008: 937-938 - [c20]Xin Zhao, Myung-Eun Lee, Soo-Hyung Kim:
Improved Image Thresholding Using Ant Colony Optimization Algorithm. ALPIT 2008: 210-215 - [c19]Wan Hyun Cho, Sun-Worl Kim, Myung-Eun Lee, Soo-Hyung Kim, Soon-Young Park, Chang Bu Jeong:
Multimodality image registration using ordinary procrustes analysis and entropy of bivariate normal kernel density. BIBE 2008: 1-6 - 2007
- [c18]Chang Bu Jeong, Soo-Hyung Kim:
Word Image Decomposition from Mixed Text/Graphics Images Using Statistical Methods. FSKD (4) 2007: 624-628 - [c17]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
- [c16]Deokjai Choi, Hongseok Jang, Kugsang Jeong, Punghyeok Kim, Soo-Hyung Kim:
Delivery and Storage Architecture for Sensed Information Using SNMP. APNOMS 2006: 582-585 - [c15]Hwa Jeong Son, Sang-Cheol Park, Soo-Hyung Kim, Ji Soo Kim, Gueesang Lee, DeokJai Choi:
Text Image Spotting Using Local Crowdedness and Hausdorff Distance. ICADL 2006: 333-339 - [c14]Kugsang Jeong, Deokjai Choi, Soo-Hyung Kim, Gueesang Lee:
A Middleware Architecture Determining Application Context Using Shared Ontology. ICCSA (4) 2006: 128-137 - 2005
- [c13]Soo-Hyung Kim, Sang-Cheol Park, Chang Bu Jeong, Ji Soo Kim, Hyuk Ro Park, Gueesang Lee:
Keyword Spotting on Korean Document Images by Matching the Keyword Image. ICADL 2005: 158-166 - [c12]Chang Bu Jeong, Sang-Cheol Park, Hwa Jeong Son, Soo-Hyung Kim:
Word Extraction from Table Regions in Document Images. ICADL 2005: 214-223 - [c11]Ji Soo Kim, Sang-Cheol Park, Soo-Hyung Kim:
Text Locating from Natural Scene Images Using Image Intensitie. ICDAR 2005: 655-659 - [c10]Sang-Cheol Park, Hwa Jeong Son, Chang Bu Jeong, Soo-Hyung Kim:
Keyword Spotting on Hangul Document Images Using Two-Level Image-to-Image Matching. IEA/AIE 2005: 79-81 - 2004
- [j3]Soo-Hyung Kim, Hee K. Kwag, Ching Y. Suen:
Word-Level Optical Font Recognition Using Typographical Features. Int. J. Pattern Recognit. Artif. Intell. 18(4): 541-561 (2004) - [c9]Hyo Sun Yoon, Gueesang Lee, Soo-Hyung Kim, Deokjai Choi:
Fast Half Pixel Motion Estimation Based on Spatio-temporal Correlations. ICONIP 2004: 732-737 - 2003
- [c8]Ching Y. Suen, Shunji Mori, Soo-Hyung Kim, Cheung H. Leung:
Analysis and Recognition of Asian Scripts - the State of the Art. ICDAR 2003: 866- - 2002
- [c7]Il-Seok Oh, Yoon-Sung Choi, Jin-Ho Yang, Soo-Hyung Kim:
A Keyword Spotting System of Korean Document Images. ICADL 2002: 530 - [c6]Soo-Hyung Kim, Chang Bu Jeong, Hee K. Kwag, Ching Y. Suen:
Word Segmentation of Printed Text Lines Based on Gap Clustering and Special Symbol Detection. ICPR (2) 2002: 320-323 - 2001
- [j2]Soo-Hyung Kim, S. Jeong, Ching Y. Suen:
A lexicon-driven approach for optimal segment combination in off-line recognition of unconstrained handwritten Korean words. Pattern Recognit. 34(7): 1437-1447 (2001) - [c5]Min-Soo Kim, Jangsun Baek, Soo-Hyung Kim, Gueesang Lee:
Two-dimensional wavelet-packet-based feature selection method for image recognition. Document Recognition and Retrieval 2001: 307-314 - [c4]Soo-Hyung Kim, Ching Y. Suen, S. Jeong, Gueesang Lee:
Word Segmentation in Handwritten Korean Text Lines Based on Gap Clustering Techniques. ICDAR 2001: 189-193 - 2000
- [c3]Wan Hyun Cho, Soo-Hyung Kim, Soon-Young Park, Jonghyun Park:
Mean Field Annealing EM for Image Segmentation. ICIP 2000: 568-571
1990 – 1999
- 1999
- [c2]Soo-Hyung Kim, S. Jeong, Ching Y. Suen:
A Lexicon Driven Approach for Off-line Recognition of Unconstrained Handwritten Korean Words. ICDAR 1999: 507-510 - 1995
- [c1]Soo-Hyung Kim, Jeong-In Doh:
Off-line Recognition of Korean Scripts Using Distance Matching and Neural Network Classifiers. ICDAR 1995: 34-37 - 1994
- [j1]Soo-Hyung Kim, Jin Hyung Kim:
Automatic Input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections. Int. J. Pattern Recognit. Artif. Intell. 8(5): 1113-1129 (1994) - [p1]Soo-Hyung Kim, Jin Hyung Kim:
Automatic input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections. Document Image Analysis 1994: 117-133
Coauthor Index
Van Thong Huynh
aka: Thong Huynh-Van
aka: Thong Huynh-Van
Gueesang Lee
aka: Guee-Sang Lee
aka: Guee-Sang Lee
[j82] [j73] [j71] [j70] [j69] [j64] [j63] [j62] [i21] [i16] [j61] [j60] [c105] [c104] [c101] [c100] [c99] [i14] [i11] [i10] [i9] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [c97] [c96] [c95] [c94] [c93] [c92] [i8] [i7] [j47] [j46] [j45] [j44] [j40] [c88] [c86] [c84] [c83] [c82] [c81] [c80] [c79] [i4] [j38] [j37] [j36] [c78] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [i1] [j35] [j34] [j33] [c67] [c65] [j31] [j27] [j26] [j21] [j20] [j19] [j17] [j15] [j14] [c53] [c52] [c50] [c48] [j12] [j9] [c41] [j8] [c36] [j7] [c32] [c31] [c30] [c26] [c24] [c15] [c14] [c13] [c9] [c5] [c4]
Hyung Jeong Yang
aka: Hyung-Jeong Yang
aka: Hyung-Jeong Yang
[j82] [j81] [j80] [j79] [j78] [j77] [j75] [c115] [c114] [c113] [c112] [i25] [i24] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [j66] [j65] [j64] [j63] [j62] [c110] [c106] [i21] [i17] [i16] [j61] [j60] [c105] [c104] [c101] [c100] [c99] [i14] [i11] [i10] [i9] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [c97] [c96] [c95] [c94] [c93] [c92] [i8] [i7] [j47] [j46] [j45] [j44] [j40] [c88] [c86] [c84] [c83] [c82] [c81] [c80] [c79] [i4] [j39] [j38] [j37] [j36] [c78] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [i1] [j35] [j34] [j33] [c67] [c66] [c65] [j31] [j27] [j26] [j21] [j20] [j19] [j17] [j15] [j14] [c53] [c52] [c50] [c48] [j12] [j10] [j9] [c34] [j7] [c17]
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