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2020 – today
- 2023
[j70]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)- [j69]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) - [j68]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) - [j67]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) - [j66]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) - [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) - [c105]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 - [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) - [c104]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 - [c103]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 - [c102]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 - [c101]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 - [c100]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 - [c99]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 - [c98]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 - [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
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