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Viewing Publication 1 - 42 from 42

2023

Scene Text Segmentation by Paired Data SynthesisQuang-Vinh Dang 0004, Guee-Sang Lee. icip 2023: 545-549 [doi]

Scene Text Segmentation via Multi-Task Cascade Transformer With Paired Data SynthesisQuang-Vinh Dang 0004, Guee-Sang Lee. access, 11:67791-67805, 2023. [doi]

Robust Scene Text Detection Under Occlusion via Multi-scale Adaptive Deep NetworkMy-Tham Dinh, Minh-Trieu Tran, Quang-Vinh Dang 0004, Guee-Sang Lee. fcv 2023: 122-134 [doi]

DenseTextPVT: Pyramid Vision Transformer with Deep Multi-Scale Feature Refinement Network for Dense Text DetectionMy-Tham Dinh, Deok-Jai Choi 0001, Guee-Sang Lee. sensors, 23(13):5889, July 2023. [doi]

Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical DeteriorationThanh Cong Do, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Bo-Gun Kho. access, 11:29091-29100, 2023. [doi]

Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVMIrfan Haider, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim. sensors, 23(10):4770, 2023. [doi]

Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation LearningDuy Le Hoai, Guee-Sang Lee, Soo-Hyung Kim, Seungwon Kim, Hyung Jeong Yang. access, 11:14742-14751, 2023. [doi]

Prediction of evoked expression from videos with temporal position fusionVan Thong Huynh, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim. prl, 172:245-251, August 2023. [doi]

RMFPN: End-to-End Scene Text Recognition Using Multi-Feature Pyramid NetworkRuturaj Mahadshetti, Guee-Sang Lee, Deokjai Choi. access, 11:61892-61900, 2023. [doi]

Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain ImagesMinh-Trieu Tran, Hyung Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee. access, 11:37437-37449, 2023. [doi]

Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal BurstDang-Linh Trinh, Minh-Cong Vo, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. sensors, 23(1):200, 2023. [doi]

2022

Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in MultimodalityDuy-Phuong Dao, Hyung Jeong Yang, Ngoc-Huynh Ho, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang. icpr 2022: 5162-5169 [doi]

Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance LearningThanh Cong Do, Hyung Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim, Guee-Sang Lee, Jung-Joon Min. icpr 2022: 4285-4291 [doi]

An Attention-based Method for Multi-label Facial Action Unit DetectionDuy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung Jeong Yang. cvpr 2022: 2453-2458 [doi]

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural NetworksHai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung Jeong Yang, In Seop Na, Soo-Hyung Kim. taffco, 13(1):226-237, 2022. [doi]

Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross AttentionDang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung Jeong Yang. eccv 2023: 132-142 [doi]

Korean Drama Scene Transcript Dataset for Emotion Recognition in ConversationsSudarshan Pant, Eunchae Lim, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Young-Shin Kang, Hyerim Jang. access, 10:119221-119231, 2022. [doi]

Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper)Kim Ngan Phan, Guee-Sang Lee, Hyung Jeong Yang, Soo-Hyung Kim. AAAI 2022: [doi]

2021

Document Image Binarization With Stroke Boundary Feature Guided NetworkQuang-Vinh Dang 0004, Guee-Sang Lee. access, 9:36924-36936, 2021. [doi]

Survival time prediction by integrating cox proportional hazards network and distribution function networkEu-Tteum Baek, Hyung Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang, Jung-Joon Min. bmcbi, 22(1):192, 2021. [doi]

Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid ModelsNhu-Tai Do, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee, SoonJa Yeom. sensors, 21(7):2344, 2021. [doi]

Deep neural network-based fusion model for emotion recognition using visual dataLuu Ngoc Do, Hyung Jeong Yang, Hai Duong Nguyen, Soo-Hyung Kim, Guee-Sang Lee, In Seop Na. tjs, 77(10):10773-10790, 2021. [doi]

Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor SegmentationTien-Bach-Thanh Do, Dang-Linh Trinh, Minh-Trieu Tran, Guee-Sang Lee, Soo-Hyung Kim, Hyung Jeong Yang. brainles-ws 2022: 210-221 [doi]

Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional EmbeddingAnh-Quang Duong, Ngoc-Huynh Ho, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim. mm 2021: 37-42 [doi]

Context-Aware Emotion Recognition Based on Visual Relationship DetectionHoang Manh Hung, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. access, 9:90465-90474, 2021. [doi]

End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive LossVan Thong Huynh, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim. ieeemm, 28(2):59-66, 2021. [doi]

The 2nd Korean Emotion Recognition Challenge: Methods and ResultsSonga Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung Jeong Yang, Soo-Hyung Kim. fcv 2021: 176-183 [doi]

A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based SegmentationSy-Phuc Pham, Hyung Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Guee-Sang Lee. mediaeval 2022: [doi]

Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement DataKim Ngan Phan, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. acii 2021: 1-6 [doi]

EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale KernelsPhan Tran Dac Thinh, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. sensors, 21(15):5092, 2021. [doi]

Emotion Recognition With Sequential Multi-task Learning TechniquePhan Tran Dac Thinh, Hoang Manh Hung, Hyung Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee. iccvw 2021: 3586-3589 [doi]

D2C-Based Hybrid Network for Predicting Group Cohesion ScoresDang Xuan Tien, Hyung Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim. access, 9:84356-84363, 2021. [doi]

Binarization of music score with complex background by deep convolutional neural networksMinh-Trieu Tran, Quang Nhat Vo, Guee-Sang Lee. mta, 80(7):11031-11047, 2021. [doi]

Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE AlgorithmMinh-Trieu Tran, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang. sensors, 21(13):4556, 2021. [doi]

2020

Document Image Binarization with Contour and Feature SupervisionQuang-Vinh Dang 0004, Guee-Sang Lee. sma2 2020: 277-280 [doi]

Multiple Models Using Temporal Feature Learning for Emotion RecognitionHoang Manh Hung, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. sma2 2020: 346-349 [doi]

Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car AdvertisementsVan Thong Huynh, Hyung Jeong Yang, Guee-Sang Lee, Jung Hee Kim, Soo-Hyung Kim. sma2 2020: 231-233 [doi]

KERC 2019: The 1st Korean Emotion Recognition ChallengeInha Seo, Thi Tuong Vi Vo, Aran Oh, Guee-Sang Lee, Huung-Jeong Yang, Soo-Hyung Kim. sma2 2020: 177-180 [doi]

Multitask Learning with Boundary Awareness for Skin Lesion SegmentationPhan Tran Dac Thinh, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. sma2 2020: 263-266 [doi]

Deep Learning-Based Inpainting for Chest X-ray ImageMinh-Trieu Tran, Soo-Hyung Kim, Hyung Jeong Yang, Guee-Sang Lee. sma2 2020: 267-271 [doi]

2016

Adaptive Features for MRF based CosegmentationHuong Ninh, Guee-Sang Lee. icuimc 2016: 40 [doi]

2010

Text Image Restoration using Adaptive Fuzzy Median Based on 3D Tensors and Iterative VotingJong Hyun Park, Gérard G. Medioni, Guee-Sang Lee. jise, 26(3):1029-1048, 2010. [doi]

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