Automatic input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections. - Soo-Hyung Kim; Jin Hyung Kim (Document Image Analysis, 1994)

Automatic Input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections. - Soo-Hyung Kim; Jin Hyung Kim (Int. J. Pattern Recognit. Artif. Intell., 1994)

Off-line Recognition of Korean Scripts Using Distance Matching and Neural Network Classifiers. - Soo-Hyung Kim; Jeong-In Doh (ICDAR, 1995)

A Lexicon Driven Approach for Off-line Recognition of Unconstrained Handwritten Korean Words. - Soo-Hyung Kim; S. Jeong; Ching Y. Suen (ICDAR, 1999)

Mean Field Annealing EM for Image Segmentation. - Wan Hyun Cho; Soo-Hyung Kim; Soon-Young Park; Jonghyun Park (ICIP, 2000)

Two-dimensional wavelet-packet-based feature selection method for image recognition. - Min-Soo Kim 007; Jangsun Baek; Soo-Hyung Kim; Gueesang Lee (Document Recognition and Retrieval, 2001)

Word Segmentation in Handwritten Korean Text Lines Based on Gap Clustering Techniques. - Soo-Hyung Kim; Ching Y. Suen; S. Jeong; Gueesang Lee (ICDAR, 2001)

A lexicon-driven approach for optimal segment combination in off-line recognition of unconstrained handwritten Korean words. - Soo-Hyung Kim; S. Jeong; Ching Y. Suen (Pattern Recognit., 2001)

A Keyword Spotting System of Korean Document Images. - Il-Seok Oh; Yoon-Sung Choi; Jin-Ho Yang; Soo-Hyung Kim (ICADL, 2002)

Word Segmentation of Printed Text Lines Based on Gap Clustering and Special Symbol Detection. - Soo-Hyung Kim; Chang Bu Jeong; Hee K. Kwag; Ching Y. Suen (ICPR (2), 2002)

Analysis and Recognition of Asian Scripts - the State of the Art. - Ching Y. Suen; Shunji Mori; Soo-Hyung Kim; Cheung H. Leung (ICDAR, 2003)

Fast Half Pixel Motion Estimation Based on Spatio-temporal Correlations. - Hyo Sun Yoon; Gueesang Lee; Soo-Hyung Kim; Deokjai Choi 001 (ICONIP, 2004)

Word-Level Optical Font Recognition Using Typographical Features. - Soo-Hyung Kim; Hee K. Kwag; Ching Y. Suen (Int. J. Pattern Recognit. Artif. Intell., 2004)

Word Extraction from Table Regions in Document Images. - Chang Bu Jeong; Sang-Cheol Park; Hwa Jeong Son; Soo-Hyung Kim (ICADL, 2005)

Keyword Spotting on Korean Document Images by Matching the Keyword Image. - Soo-Hyung Kim; Sang-Cheol Park; Chang Bu Jeong; Ji Soo Kim; Hyuk Ro Park; Gueesang Lee (ICADL, 2005)

Text Locating from Natural Scene Images Using Image Intensitie. - Ji Soo Kim; Sang-Cheol Park; Soo-Hyung Kim (ICDAR, 2005)

Keyword Spotting on Hangul Document Images Using Two-Level Image-to-Image Matching. - Sang-Cheol Park; Hwa Jeong Son; Chang Bu Jeong; Soo-Hyung Kim (IEA/AIE, 2005)

Delivery and Storage Architecture for Sensed Information Using SNMP. - Deokjai Choi 001; Hongseok Jang; Kugsang Jeong; Punghyeok Kim; Soo-Hyung Kim (APNOMS, 2006)

Text Image Spotting Using Local Crowdedness and Hausdorff Distance. - Hwa Jeong Son; Sang-Cheol Park; Soo-Hyung Kim; Ji Soo Kim; Gueesang Lee; DeokJai Choi 001 (ICADL, 2006)

A Middleware Architecture Determining Application Context Using Shared Ontology. - Kugsang Jeong; Deokjai Choi 001; Soo-Hyung Kim; Gueesang Lee (ICCSA (4), 2006)

Word Image Decomposition from Mixed Text/Graphics Images Using Statistical Methods. - Chang Bu Jeong; Soo-Hyung Kim (FSKD (4), 2007)

Multi-modal Data Integration Using Graph for Collaborative Assembly Design Information Sharing and Reuse. - Hyung-Jae Lee; Kyoung-Yun Kim; Hyung Jeong Yang; Soo-Hyung Kim; Sook-Young Choi (IEA/AIE, 2007)

A multiple expert algorithm for the binarization of Korean Identity card images. - In Seop Na; Sang-Cheol Park; Ji Woong Kim; Soo-Hyung Kim (CIT, 2008)

Segmentation of medical image based on mean shift and deterministic annealing EM algorithm. - Myung-Eun Lee; Soo-Hyung Kim; Wan Hyun Cho; Xin Zhao (AICCSA, 2008)

Improved image segmentation method based on optimized threshold using Genetic Algorithm. - Xin Zhao; Myung-Eun Lee; Soo-Hyung Kim (AICCSA, 2008)

Improved Image Thresholding Using Ant Colony Optimization Algorithm. - Xin Zhao; Myung-Eun Lee; Soo-Hyung Kim (ALPIT, 2008)

Multimodality image registration using ordinary procrustes analysis and entropy of bivariate normal kernel density. - Wan Hyun Cho; Sun-Worl Kim; Myung-Eun Lee; Soo-Hyung Kim; Soon-Young Park; Chang Bu Jeong (BIBE, 2008)

Text image matching without language model using a Hausdorff distance. - Hwa Jeong Son; Soo-Hyung Kim; Ji Soo Kim (Inf. Process. Manag., 2008)

Measurement Based Channel-Adaptive Video Streaming for Mobile Devices over Mobile WiMAX. - Hye-Soo Kim; Hyeong-Min Nam; Jae-Yun Jeong; Soo-Hyung Kim; Sung-Jea Ko (IEEE Trans. Consumer Electron., 2008)

Segmentation of Brain MR Images Using an Ant Colony Optimization Algorithm. - Myung-Eun Lee; Soo-Hyung Kim; Wan Hyun Cho; Soon-Young Park; Junsik Lim (BIBE, 2009)

A Generic Framework of Integrating Segmentation and Registration. - Jonghyun Park; Wanhyun Cho; Soon-Young Park; Junsik Lim; Soo-Hyung Kim; Gueesang Lee (BIBE, 2009)

Automatic Image Restoration Based on Tensor Voting. - Toan Nguyen Dinh; Jonghyun Park; Soo-Hyung Kim; Hyuk Ro Park; Gueesang Lee (ICONIP (1), 2009)

Multimodality Image Registration Using Spatial Procrustes Analysis and Modified Conditional Entropy. - Wan Hyun Cho; Sun-Worl Kim; Myung-Eun Lee; Soo-Hyung Kim; Soon-Young Park; Chang Bu Jeong (J. Signal Process. Syst., 2009)

Text Detection in Binarized Text Images of Korean Signboard by Stroke Width Feature. - Huy Le Phat; Toan Nguyen Dinh; Soo-Hyung Kim; Gueesang Lee (CIT, 2010)

Segmentation of 3D object in volume dataset using active deformable model. - Jonghyun Park; Wanhyun Cho; Soon-Young Park; Sun-Worl Kim; Soo-Hyung Kim; Gukdong Ahn; Myung-Eun Lee; Gueesang Lee (ICIP, 2010)

Level-Set Segmentation of Brain Tumors Using a New Hybrid Speed Function. - Wanhyun Cho; Jonghyun Park; Soon-Young Park; Soo-Hyung Kim; Sun-Worl Kim; Gukdong Ahn; Myung-Eun Lee; Gueesang Lee (ICPR, 2010)

Color Clustering Text Extraction Algorithm for Mobile Phone Images. - Adrián Canedo-Rodriguez; Jung Hyoun Kim; John C. Kelly; Jung Hee Kim; Soo-Hyung Kim; Yolanda Blanco-Fernández; Pavan Banugondi (IPCV, 2010)

An Efficient and Accurate Text Localization Algorithm in Compressed Mobile Phone Image Domain. - Adrián Canedo-Rodriguez; Jung Hyoun Kim; John C. Kelly; Jung Hee Kim; Soo-Hyung Kim; Yolanda Blanco-Fernández; Sai Kiran Veeramachaneni (IPCV, 2010)

Medical image registration using the modified conditional entropy measure combining the spatial and intensity information. - Myung-Eun Lee; Soo-Hyung Kim; Wanhyun Cho; Sun-Worl Kim; Jonghyun Park; Soon-Young Park; Junsik Lim (Image Processing, 2010)

Automatic detection and recognition of Korean text in outdoor signboard images. - Jonghyun Park; Gueesang Lee; Euichul Kim; Junsik Lim; Soo-Hyung Kim; Hyung Jeong Yang; Myunghun Lee; Seongtaek Hwang (Pattern Recognit. Lett., 2010)

Geometric Active Model for Lesion Segmentation on Breast Ultrasound Images. - Myungeun Lee; Yanjuan Chen; Soo-Hyung Kim; Kwanggi Kim (CIT, 2011)

Lanes Detection in PCR Gel Electrophoresis Images. - Sang-Cheol Park; In Seop Na; Soo-Hyung Kim; Gueesang Lee; Kang Han Oh; Jeong Hwan Kim; Tae Ho Han (CIT, 2011)

Segmentation of the Pectoral Muscle Boundary in Breast MR Images. - Myungeun Lee; Yanjuan Chen; Soo-Hyung Kim; Jong Hyo Kim (BIBE, 2011)

Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series. - Thi Anh Ngoc Nguyen; Soo-Hyung Kim; Hyung Jeong Yang; Sun-Hee Kim (GrC, 2011)

3D segmentation of medical volume image using hybrid level set method. - Myungeun Lee; Wanhyun Cho; Sun-Worl Kim; Yanjuan Chen; Soo-Hyung Kim (Image Processing, 2011)

Automatically improving image quality using tensor voting. - Toan Nguyen Dinh; Jonghyun Park; Soo-Hyung Kim; Hyuk Ro Park; Gueesang Lee (Neural Comput. Appl., 2011)

Fast automatic saliency map driven geometric active contour model for color object segmentation. - Nguyen Tran Lan Anh; Vo Quang Nhat; Elyor Kodirov; Soo-Hyung Kim; Gueesang Lee (ICPR, 2012)

Generation of training database using a noise model for OCR systems. - Do Yen; Soo-Hyung Kim; Sang-Cheol Park; Ha Le; Yanjuan Chen; Sun Hwa Jeong; In Seop Na (ICUIMC, 2012)

Object segmentation based on adaptive contour initialization for level set method. - Ha Le; Soo-Hyung Kim; In Seop Na (ISSPIT, 2012)

Image retrieval system using a decomposition of shape information. - Do Yen; Soo-Hyung Kim; In Seop Na (ISSPIT, 2012)

Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data. - Kam Swee Ng; Hyung Jeong Yang; Soo-Hyung Kim; Sun-Hee Kim (IEICE Trans. Inf. Syst., 2012)

Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric. - Myunghun Lee; Soo-Hyung Kim; Gueesang Lee; Sun-Hee Kim; Hyung Jeong Yang (KSII Trans. Internet Inf. Syst., 2012)

Object Recognition by Combining Binary Local Invariant Features and Color Histogram. - Dung Phan; Chi-Min Oh; Soo-Hyung Kim; In Seop Na; Chil-Woo Lee (ACPR, 2013)

Automatic clustering for digital photograph collections using time and content information. - Wan Hyun Cho; In Seop Na; Soo-Hyung Kim; Jun Yong Choi; Jonghyun Park; Dung Phan (ICUIMC, 2013)

Unsupervised color images segmentation using spatial hidden MRF GDPM model. - In Seop Na; Wan Hyun Cho; Soo-Hyung Kim; Soon Ja Kang; Trung Quy Nguyen; Jun Yong Choi (ICUIMC, 2013)

Image retrieval using wavelet transform and shape decomposition. - Do Yen; Soo-Hyung Kim; In Seop Na; Dae Wook Kang; Jin Hyung Kim (ICUIMC, 2013)

Gesture recognition for moving RGB-D sensor. - Hanguen Kim; Soon-Hyuk Hong; Soo-Hyung Kim; Pillip Youn; Seonjin Ha; Hyun Myung (ISR, 2013)

Correction of Signboard Distortion by Vertical Stroke Estimation. - Junsik Lim; In Seop Na; Soo-Hyung Kim (KSII Trans. Internet Inf. Syst., 2013)

An Effective Orientation-based Method and Parameter Space Discretization for Defined Object Segmentation. - Huy Hoang Nguyen; Gueesang Lee; Soo-Hyung Kim; Hyung Jeong Yang (KSII Trans. Internet Inf. Syst., 2013)

Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning. - Guang Zheng; L. Monika Moskal; Soo-Hyung Kim (IEEE Trans. Geosci. Remote. Sens., 2013)

A novel and effective method for specular detection and removal by tensor voting. - Tam Nguyen; Vo Quang Nhat; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee (ICIP, 2014)

Staff Line Removal Using Line Adjacency Graph and Staff Line Skeleton for Camera-Based Printed Music Scores. - Hoang-Nam Bui; In Seop Na; Soo-Hyung Kim (ICPR, 2014)

Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique. - Hoang-Nam Bui; In Seop Na; Gueesang Lee; Hyung Jeong Yang; Soo-Hyung Kim (ICPR, 2014)

Distorted Music Score Recognition without Staffline Removal. - Vo Quang Nhat; Tam Nguyen; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee (ICPR, 2014)

Automatic touching detection and recognition of music chord using auto-encoding and softmax. - Hong Quy Nguyen; Hyung Jeong Yang; Soo-Hyung Kim; Gueesang Lee (ICUIMC, 2014)

Saliency detection using centroid weight map. - Kang Han Oh; Soo-Hyung Kim; In Seop Na (ICUIMC, 2014)

Local features and histogram based planar object recognition. - Dung Phan; In Seop Na; Soo-Hyung Kim (ICUIMC, 2014)

Stroke Width Based Skeletonization for Text Images. - Minh Hieu Nguyen; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee (J. Comput. Sci. Eng., 2014)

Automatic extraction of text regions from document images by multilevel thresholding and k-means clustering. - Hoai Nam Vu; Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (ICIS, 2015)

A hybrid method for table detection from document image. - Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (ACPR, 2015)

Tumor detection on brain MR images using regional features: Method and preliminary results. - Kang Han Oh; Soo-Hyung Kim; Myungeun Lee (FCV, 2015)

Accurate Indoor Proximity Zone Detection Based on Time Window and Frequency with Bluetooth Low Energy. - Dae-Yeob Kim; Soo-Hyung Kim; Daeseon Choi; Seung-Hun Jin (FNC/MobiSPC, 2015)

Salient object detection by combining multiple color clustering. - Kang Han Oh; Soo-Hyung Kim; Young-Chul Kim 001 (IMCOM, 2015)

Hybrid page segmentation using multilevel homogeneity structure. - Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (IMCOM, 2015)

A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data. - Luu Ngoc Do; Hyung Jeong Yang; Soo-Hyung Kim; Gueesang Lee; Sun-Hee Kim (Clust. Comput., 2015)

Customer Data Scanner for Hands-Free Mobile Payment. - Soo-Hyung Kim; Daeseon Choi; Seung-Hun Jin; Hyunsoo Yoon; JinWoo Son; MyungKeun Yoon 001 (IEICE Trans. Commun., 2015)

Triangulation Based Skeletonization and Trajectory Recovery for Handwritten Character Patterns. - Dung Phan; In Seop Na; Soo-Hyung Kim; Gueesang Lee; Hyung Jeong Yang (KSII Trans. Internet Inf. Syst., 2015)

Separation of Text and Non-text in Document Layout Analysis using a Recursive Filter. - Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (KSII Trans. Internet Inf. Syst., 2015)

Extraction of salient objects based on image clustering and saliency. - In Seop Na; Ha Le; Soo-Hyung Kim; Gueesang Lee; Hyung Jeong Yang (Pattern Anal. Appl., 2015)

An entropy-based analytic model for the privacy-preserving in open data. - Soo-Hyung Kim; Changwook Jung; Yoon-Joon Lee (IEEE BigData, 2016)

Cell decomposition for the table in document image based on analysis of texts and lines distribution. - Hong Tai Tran; Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (ICUFN, 2016)

A Study on Feature of Keystroke Dynamics for Improving Accuracy in Mobile Environment. - Sung-Hoon Lee; Jong-Hyuk Roh; Soo-Hyung Kim; Seung-Hun Jin (WISA, 2016)

Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis. - Minh Dinh; Hyung Jeong Yang; Gueesang Lee; Soo-Hyung Kim; Luu Ngoc Do (Expert Syst. Appl., 2016)

Fast Lyric Area Extraction from Images of Printed Korean Music Scores. - Cong Minh Dinh; Hyung Jeong Yang; Gueesang Lee; Soo-Hyung Kim (IEICE Trans. Inf. Syst., 2016)

Page segmentation using minimum homogeneity algorithm and adaptive mathematical morphology. - Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (Int. J. Document Anal. Recognit., 2016)

Extraction of Text Regions from Complex Background in Document Images by Multilevel Clustering. - Hoai Nam Vu; Tuan Anh Tran 001; In Seop Na; Soo-Hyung Kim (Int. J. Networked Distributed Comput., 2016)

Detection of Multiple Salient Objects by Categorizing Regional Features. - Kang Han Oh; Soo-Hyung Kim; Young-Chul Kim 001; Yura Lee (KSII Trans. Internet Inf. Syst., 2016)

Detection of multiple salient objects through the integration of estimated foreground clues. - Kang Han Oh; Myungeun Lee; Gwang Bok Kim; Soo-Hyung Kim (Image Vis. Comput., 2016)

A mixture model using Random Rotation Bounding Box to detect table region in document image. - Tuan Anh Tran 001; Hong Tai Tran; In Seop Na; Gueesang Lee; Hyung Jeong Yang; Soo-Hyung Kim (J. Vis. Commun. Image Represent., 2016)

An MRF model for binarization of music scores with complex background. - Vo Quang Nhat; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee (Pattern Recognit. Lett., 2016)

A method for fingertips detection using RGB-D image and convolution neural network. - Hai Duong Nguyen; Young-Chul Kim 001; Soo-Hyung Kim; In Seop Na (ICNC-FSKD, 2017)

Appwrapping Providing Fine-Grained Security Policy Enforcement Per Method Unit in Android. - Sung-Hoon Lee; Seung-Hyun Kim; Soo-Hyung Kim; Seung-Hun Jin (ISSRE Workshops, 2017)

Quality of Private Information (QoPI) model for effective representation and prediction of privacy controls in mobile computing. - Seung-Hyun Kim; In-Young Ko; Soo-Hyung Kim (Comput. Secur., 2017)

A robust system for document layout analysis using multilevel homogeneity structure. - Tuan Anh Tran 001; Kang Han Oh; In Seop Na; Gueesang Lee; Hyung Jeong Yang; Soo-Hyung Kim (Expert Syst. Appl., 2017)

Salient object detection using recursive regional feature clustering. - Kang Han Oh; Myungeun Lee; Yura Lee; Soo-Hyung Kim (Inf. Sci., 2017)

Music symbol recognition by a LAG-based combination model. - In Seop Na; Soo-Hyung Kim (Multim. Tools Appl., 2017)

Multi-query processing of XML data streams on multicore. - Soo-Hyung Kim; Kyong-Ha Lee; Yoon-Joon Lee (J. Supercomput., 2017)

Face tracking with convolutional neural network heat-map. - Nhu-Tai Do; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee; In Seop Na (ICMLSC, 2018)

Learning to detect tables in document images using line and text information. - Thong Huynh-Van; Khuong Nguyen-An; Trinh Le Ba Khanh; Hyung-Jeong Yang; Tuan Anh Tran 001; Soo-Hyung Kim (ICMLSC, 2018)

Audio-based emotion recognition using GMM supervector an SVM linear kernel. - Dinh-Son Tran; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee; Luu Ngoc Do; Ngoc-Huynh Ho; Van Quan Nguyen (ICMLSC, 2018)

Text line segmentation using a fully convolutional network in handwritten document images. - Quang Nhat Vo; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee (IET Image Process., 2018)

Recognition of Music Scores with Non-Linear Distortions in Mobile Devices. - Quang Nhat Vo; Gueesang Lee; Soo-Hyung Kim; Hyung Jeong Yang (Multim. Tools Appl., 2018)

Binarization of degraded document images based on hierarchical deep supervised network. - Quang Nhat Vo; Soo-Hyung Kim; Hyung Jeong Yang; Gueesang Lee (Pattern Recognit., 2018)

Multimodal 2D and 3D for In-The-Wild Facial Expression Recognition. - Son Thai Ly; Nhu-Tai Do; Gueesang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (CVPR Workshops, 2019)

I Know Where to Find What You Want: Semantic Data Map from Silos. - Sungmin Yi; Soo-Hyung Kim; Jungho Park; Taeho Hwang; Jaehun Lee; Yunsu Lee (ESWC (Satellite Events), 2019)

Eye Semantic Segmentation with A Lightweight Model. - Van Thong Huynh; Soo-Hyung Kim; Gueesang Lee; Hyung-Jeong Yang (ICCV Workshops, 2019)

Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm. - Xuan-Bac Nguyen; Gueesang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (ICCV Workshops, 2019)

Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information. - Nguyen Ngoc Hoang; Gueesang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (ICIP, 2019)

A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets. - Son Thai Ly; Nhu-Tai Do; Gueesang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (ICIP, 2019)

Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network. - Dang Xuan Tien; Soo-Hyung Kim; Hyung-Jeong Yang; Gueesang Lee; Thanh-Hung Vo (ICMI, 2019)

Engagement Intensity Prediction withFacial Behavior Features. - Van Thong Huynh; Soo-Hyung Kim; Gueesang Lee; Hyung-Jeong Yang (ICMI, 2019)

The Role of Attention Mechanism and Multi-Feature in Image Captioning. - Tien X. Dang; Aran Oh; In Seop Na; Soo-Hyung Kim (ICMLSC, 2019)

Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model. - Van Thong Huynh; Hyung-Jeong Yang; Gueesang Lee; Soo-Hyung Kim; In Seop Na (ICMLSC, 2019)

Hand Component Decomposition for the Hand Gesture Recognition Based on FingerPaint Dataset. - In Seop Na; Soo-Hyung Kim; Chil-Woo Lee; Hai Duong Nguyen (ICUFN, 2019)

Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation. - Ngoc-Huynh Ho; Hyung-Jeong Yang; Soo-Hyung Kim; Sung Taek Jung; Sang-Don Joo (IEEE Access, 2019)

Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet. - Hai Duong Nguyen; Soo-Hyung Kim (CoRR, 2019)

Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features. - Hai Duong Nguyen; Soo-Hyung Kim (CoRR, 2019)

Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks. - Hai Duong Nguyen; Soonja Yeom; Gueesang Lee; Hyung-Jeong Yang; In Seop Na; Soo-Hyung Kim (Int. J. Pattern Recognit. Artif. Intell., 2019)

A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition. - Son Thai Ly; Nhu-Tai Do; Soo-Hyung Kim; Hyung-Jeong Yang; Gueesang Lee (Image Vis. Comput., 2019)

Multiple human tracking in drone image. - Hai Duong Nguyen; In Seop Na; Soo-Hyung Kim; Gueesang Lee; Hyung Jeong Yang; Jun Ho Choi (Multim. Tools Appl., 2019)

Continuous multibiometric authentication for online exam with machine learning. - Riseul Ryu; Soonja Yeom; Soo-Hyung Kim (ACIS, 2020)

The 1st Agriculture-Vision Challenge: Methods and Results. - Mang Tik Chiu; Xingqian Xu; Kai Wang 058; Jennifer A. Hobbs; Naira Hovakimyan; Thomas S. Huang; Honghui Shi; Yunchao Wei; Zilong Huang; Alexander G. Schwing; Robert Brunner; Ivan Dozier; et al. (CVPR Workshops, 2020)

Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model. - Nhu-Tai Do; Tram-Tran Nguyen-Quynh; Soo-Hyung Kim (FG, 2020)

Multimodality Pain and related Behaviors Recognition based on Attention Learning. - Van Thong Huynh; Hyung-Jeong Yang; Gueesang Lee; Soo-Hyung Kim (FG, 2020)

MLEU: Multi-Level Embedding U-Net for Fully Automatic Image Colorization. - Tram-Tran Nguyen-Quynh; Nhu-Tai Do; Soo-Hyung Kim (ICMLSC, 2020)

Artefact Detection and Segmentation Using Cascade R-CNN and U-Net. - Hoang Manh Hung; Phan Tran Dac Thinh; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee (EndoCV@ISBI, 2020)

Representing Temporal Attributes for Schema Matching. - Yinan Mei; Shaoxu Song; Yunsu Lee; Jungho Park; Soo-Hyung Kim; Sungmin Yi (KDD, 2020)

Multiple Models Using Temporal Feature Learning for Emotion Recognition. - Hoang Manh Hung; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (SMA, 2020)

Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements. - Van Thong Huynh; Hyung-Jeong Yang; Guee-Sang Lee; Jung Hee Kim; Soo-Hyung Kim (SMA, 2020)

KERC 2019: The 1st Korean Emotion Recognition Challenge. - Inha Seo; Thi Tuong Vi Vo; Aran Oh; Guee-Sang Lee; Hyung Jeong Yang; Soo-Hyung Kim (SMA, 2020)

Multitask Learning with Boundary Awareness for Skin Lesion Segmentation. - Phan Tran Dac Thinh; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (SMA, 2020)

Deep Learning-Based Inpainting for Chest X-ray Image. - Minh-Trieu Tran; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (SMA, 2020)

Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data. - Thanh-Hung Vo; Gueesang Lee; Hyung-Jeong Yang; Sae-Ryung Kang; In-Jae Oh; Soo-Hyung Kim (SMA, 2020)

Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network. - Ngoc-Huynh Ho; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee (IEEE Access, 2020)

Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction. - Van Thong Huynh; Hyung-Jeong Yang; Gueesang Lee; Soo-Hyung Kim (IEEE Access, 2020)

Image Colorization Using the Global Scene-Context Style and Pixel-Wise Semantic Segmentation. - Tram-Tran Nguyen-Quynh; Soo-Hyung Kim; Nhu-Tai Do (IEEE Access, 2020)

Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis. - Xuan-Bac Nguyen; Gueesang Lee; Soo-Hyung Kim; Hyung Jeong Yang (IEEE Access, 2020)

Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition. - Thanh-Hung Vo; Gueesang Lee; Hyung-Jeong Yang; Soo-Hyung Kim (IEEE Access, 2020)

Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge. - Hoang Manh Hung; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee (CoRR, 2020)

HSFE Network and Fusion Model based Dynamic Hand Gesture Recognition. - Nhu-Tai Do; In Seop Na; Soo-Hyung Kim (KSII Trans. Internet Inf. Syst., 2020)

Effective and Efficient Retrieval of Structured Entities. - Ruihong Huang; Shaoxu Song; Yunsu Lee; Jungho Park; Soo-Hyung Kim; Sungmin Yi (Proc. VLDB Endow., 2020)

Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time. - Eu-Tteum Baek; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee; Hieyong Jeong (Sensors, 2020)

Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data. - Kim Ngan Phan; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (ACII (Workshops and Demos), 2021)

Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor Segmentation. - Tien-Bach-Thanh Do; Dang-Linh Trinh; Minh-Trieu Tran; Guee-Sang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (BrainLes@MICCAI (2), 2021)

The 2nd Korean Emotion Recognition Challenge: Methods and Results. - Songa Kim; Van Thong Huynh; Dung Tran Thi; Aran Oh; Guee-Sang Lee; Hyung-Jeong Yang; Soo-Hyung Kim (IW-FCV, 2021)

Emotion Recognition With Sequential Multi-task Learning Technique. - Phan Tran Dac Thinh; Hoang Manh Hung; Hyung-Jeong Yang; Soo-Hyung Kim; Guee-Sang Lee (ICCVW, 2021)

A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation. - Sy-Phuc Pham; Hyung-Jeong Yang; Duy-Phuong Dao; Soo-Hyung Kim; Guee-Sang Lee (MediaEval, 2021)

Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding. - Anh-Quang Duong; Ngoc-Huynh Ho; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (MuSe @ ACM Multimedia, 2021)

Deep Graph Fusion Based Multimodal Evoked Expressions From Large-Scale Videos. - Ngoc-Huynh Ho; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee; Seok Bong Yoo (IEEE Access, 2021)

Context-Aware Emotion Recognition Based on Visual Relationship Detection. - Hoang Manh Hung; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (IEEE Access, 2021)

Continuous Multimodal Biometric Authentication Schemes: A Systematic Review. - Riseul Ryu; Soonja Yeom; Soo-Hyung Kim; David Herbert 001 (IEEE Access, 2021)

D2C-Based Hybrid Network for Predicting Group Cohesion Scores. - Dang Xuan Tien; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (IEEE Access, 2021)

Survival time prediction by integrating cox proportional hazards network and distribution function network. - Eu-Tteum Baek; Hyung Jeong Yang; Soo-Hyung Kim; Guee-Sang Lee; In-Jae Oh; Sae-Ryung Kang; Jung-Joon Min (BMC Bioinform., 2021)

Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation. - Van Thong Huynh; Guee-Sang Lee; Hyung-Jeong Yang; Soo-Hyung Kim (CoRR, 2021)

Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique. - Phan Tran Dac Thinh; Hoang Manh Hung; Hyung-Jeong Yang; Soo-Hyung Kim; Guee-Sang Lee (CoRR, 2021)

End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive Loss. - Van Thong Huynh; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (IEEE Multim., 2021)

Korean video dataset for emotion recognition in the wild. - Trinh Le Ba Khanh; Soo-Hyung Kim; Gueesang Lee; Hyung-Jeong Yang; Eu-Tteum Baek (Multim. Tools Appl., 2021)

Real-time virtual mouse system using RGB-D images and fingertip detection. - Dinh-Son Tran; Ngoc-Huynh Ho; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee (Multim. Tools Appl., 2021)

Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models. - Nhu-Tai Do; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee; Soonja Yeom (Sensors, 2021)

EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels. - Phan Tran Dac Thinh; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (Sensors, 2021)

Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm. - Minh-Trieu Tran; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee; In-Jae Oh; Sae-Ryung Kang (Sensors, 2021)

Deep neural network-based fusion model for emotion recognition using visual data. - Luu Ngoc Do; Hyung-Jeong Yang; Hai Duong Nguyen; Soo-Hyung Kim; Guee-Sang Lee; In Seop Na (J. Supercomput., 2021)

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 (DE-FACTIFY@AAAI, 2022)

An Attention-based Method for Multi-label Facial Action Unit Detection. - Duy Le Hoai; Eunchae Lim; Eunbin Choi; Sieun Kim; Sudarshan Pant; Guee-Sang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (CVPR Workshops, 2022)

An Ensemble Approach for Facial Behavior Analysis in-the-wild Video. - Hong Hai Nguyen; Van Thong Huynh; Soo-Hyung Kim (CVPR Workshops, 2022)

Facial Expression Classification using Fusion of Deep Neural Network in Video. - Kim Ngan Phan; Hong Hai Nguyen; Van Thong Huynh; Soo-Hyung Kim (CVPR Workshops, 2022)

Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention. - Dang-Khanh Nguyen; Sudarshan Pant; Ngoc-Huynh Ho; Guee-Sang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (ECCV Workshops (6), 2022)

Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality. - Duy-Phuong Dao; Hyung-Jeong Yang; Ngoc-Huynh Ho; Sudarshan Pant; Soo-Hyung Kim; Guee-Sang Lee; In-Jae Oh; Sae-Ryung Kang (ICPR, 2022)

Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning. - Thanh Cong Do; Hyung-Jeong Yang; Sae-Ryung Kang; Soo-Hyung Kim; Guee-Sang Lee; Jung-Joon Min (ICPR, 2022)

Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review. - Chunping Li; Mingxi Li; Chuan-Liang Huang; Yi-Tong Tseng; Soo-Hyung Kim; Soonja Yeom (WCCE, 2022)

Korean Drama Scene Transcript Dataset for Emotion Recognition in Conversations. - Sudarshan Pant; Eunchae Lim; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim; Young-Shin Kang; Hyerim Jang (IEEE Access, 2022)

MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge. - Thi Tuong Vi Vo; Soo-Hyung Kim; Taebum Lee (CoRR, 2022)

An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition. - Duy Le Hoai; Eunchae Lim; Eunbin Choi; Sieun Kim; Sudarshan Pant; Guee-Sang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (CoRR, 2022)

An Ensemble Approach for Facial Expression Analysis in Video. - Hong Hai Nguyen; Van Thong Huynh; Soo-Hyung Kim (CoRR, 2022)

Expression Classification using Concatenation of Deep Neural Network for the 3rd ABAW3 Competition. - Kim Ngan Phan; Hong Hai Nguyen; Van Thong Huynh; Soo-Hyung Kim (CoRR, 2022)

Multi-task Cross Attention Network in Facial Behavior Analysis. - Dang-Khanh Nguyen; Sudarshan Pant; Ngoc-Huynh Ho; Guee-Sang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (CoRR, 2022)

An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning. - Irfan Haider; Minh-Trieu Tran; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (CoRR, 2022)

Fine-tuning Wav2vec for Vocal-burst Emotion Recognition. - Dang-Khanh Nguyen; Sudarshan Pant; Ngoc-Huynh Ho; Guee-Sang Lee; Soo-Hyung Kim; Hyung-Jeong Yang (CoRR, 2022)

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. - Hai Duong Nguyen; Sun-Hee Kim; Guee-Sang Lee; Hyung-Jeong Yang; In Seop Na; Soo-Hyung Kim (IEEE Trans. Affect. Comput., 2022)

Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals. - Vu Ngoc Tu; Van Thong Huynh; Hyung-Jeong Yang; Soo-Hyung Kim (ACPR (3), 2023)

Edge Based Architecture for Total Energy Regression Models for Computational Materials Science. - Kangmo Yeo; Sukmin Jeong; Soo-Hyung Kim (ACPR (3), 2023)

Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation. - Quang Vinh Nguyen; Van Thong Huynh; Soo-Hyung Kim (BMVC, 2023)

Ensemble Spatial and Temporal Vision Transformer for Action Units Detection. - Vu Ngoc Tu; Van Thong Huynh; Trong Nghia Nguyen; Soo-Hyung Kim (CVPR Workshops, 2023)

3D-DDA: 3D Dual-Domain Attention for Brain Tumor Segmentation. - Nhu-Tai Do; Hoang-Son Vo-Thanh; Tram-Tran Nguyen-Quynh; Soo-Hyung Kim (ICIP, 2023)

DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. - Vu Ngoc Tu; Van Thong Huynh; Hyung-Jeong Yang; Soo-Hyung Kim; Shah Nawaz; Karthik Nandakumar; Muhammad Zaigham Zaheer (ACM Multimedia, 2023)

Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration. - Thanh Cong Do; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim; Bo-Gun Kho (IEEE Access, 2023)

Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation Learning. - Duy Le Hoai; Guee-Sang Lee; Soo-Hyung Kim; Seungwon Kim; Hyung-Jeong Yang (IEEE Access, 2023)

GazeHand: A Gaze-Driven Virtual Hand Interface. - Jaejoon Jeong; Soo-Hyung Kim; Hyung-Jeong Yang; Gun A. Lee; Seungwon Kim (IEEE Access, 2023)

PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context. - Sudarshan Pant; Hyung-Jeong Yang; Eunchae Lim; Soo-Hyung Kim; Seok Bong Yoo (IEEE Access, 2023)

Effect of Auto-Erased Sketch Cue in Multiuser Surgical Planning Virtual Reality Collaboration System. - Suyeon Park 002; Gayun Suh; Soo-Hyung Kim; Hyung-Jeong Yang; Gun A. Lee; Seungwon Kim (IEEE Access, 2023)

Pain Recognition With Physiological Signals Using Multi-Level Context Information. - Kim Ngan Phan; Ngumimi Karen Iyortsuun; Sudarshan Pant; Hyung-Jeong Yang; Soo-Hyung Kim (IEEE Access, 2023)

Cross-Modality Learning by Exploring Modality Interactions for Emotion Reasoning. - Thi-Dung Tran; Ngoc-Huynh Ho; Sudarshan Pant; Hyung-Jeong Yang; Soo-Hyung Kim; Gueesang Lee (IEEE Access, 2023)

Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images. - Minh-Trieu Tran; Hyung-Jeong Yang; Soo-Hyung Kim; Guee-Sang Lee (IEEE Access, 2023)

Generic Event Boundary Detection in Video with Pyramid Features. - Van Thong Huynh; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (CoRR, 2023)

CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. - Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Martin Weigert 001; Uwe Schmidt; Wenhua Zhang; Jun Zhang 018; Sen Yang 006; Jinxi Xiang; Xiyue Wang; Josef Lorenz Rumberger; Elias Baumann; et al. (CoRR, 2023)

Vision Transformer for Action Units Detection. - Tu Vu; Van Thong Huynh; Soo-Hyung Kim (CoRR, 2023)

Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals. - Tu Vu; Van Thong Huynh; Soo-Hyung Kim (CoRR, 2023)

Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models. - Hong Hai Nguyen; Ngumimi Karen Iyortsuun; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (CoRR, 2023)

Empirical study for human engagement in collaborative robot programming. - Joao Paulo Jacomini Prioli; Shengyu Liu; Yinfeng Shen; Van Thong Huynh; Jeremy L. Rickli; Hyung-Jeong Yang; Soo-Hyung Kim; Kyoung-Yun Kim (J. Integr. Des. Process. Sci., 2023)

Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM. - Irfan Haider; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (Sensors, 2023)

Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst. - Dang-Linh Trinh; Minh-Cong Vo; Soo-Hyung Kim; Hyung-Jeong Yang; Guee-Sang Lee (Sensors, 2023)

Prediction of evoked expression from videos with temporal position fusion. - Van Thong Huynh; Hyung-Jeong Yang; Guee-Sang Lee; Soo-Hyung Kim (Pattern Recognit. Lett., 2023)

Polyp-SES: Automatic Polyp Segmentation with Self-enriched Semantic Model. - Quang Vinh Nguyen; Thanh Hoang Son Vo; Sae-Ryung Kang; Soo-Hyung Kim (ACCV (2), 2024)

The RayHand Navigation: A Virtual Navigation Method with Relative Position between Hand and Gaze-Ray. - Sei Kang; Jaejoon Jeong; Gun A. Lee; Soo-Hyung Kim; Hyung-Jeong Yang; Seungwon Kim (CHI, 2024)

Multiple Facial Reaction Generation Using Gaussian Mixture of Models and Multimodal Bottleneck Transformer. - Dang-Khanh Nguyen; Prabesh Paudel; Seung-Won Kim; Ji-Eun Shin; Soo-Hyung Kim; Hyung-Jeong Yang (FG, 2024)

Vector Quantized Diffusion Models for Multiple Appropriate Reactions Generation. - Minh-Duc Nguyen; Hyung-Jeong Yang; Ngoc-Huynh Ho; Soo-Hyung Kim; Seungwon Kim; Ji-Eun Shin (FG, 2024)

Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic Setting. - Minh-Duc Nguyen; Hyung-Jeong Yang; Soo-Hyung Kim; Ji-Eun Shin; Seung-Won Kim (ICPR (25), 2024)

Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text. - Eunchae Lim; Hyeon-Ji Yang; Hyung-Jeong Yang; Soo-Hyung Kim; Seungwon Kim; Ji-Eun Shin; Aera Kim (MuSe@ACM Multimedia, 2024)

Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation. - Anh-Quang Duong; Ngoc-Huynh Ho; Sudarshan Pant; Seungwon Kim; Soo-Hyung Kim; Hyung-Jeong Yang (IEEE Access, 2024)

Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features. - Ngumimi Karen Iyortsuun; Soo-Hyung Kim; Hyung-Jeong Yang; Seung-Won Kim; Min Jhon (IEEE Access, 2024)

Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit. - Trong-Nghia Nguyen; Hyung-Jeong Yang; Bo-Gun Kho; Sae-Ryung Kang; Soo-Hyung Kim (IEEE Access, 2024)

A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing. - Prabesh Paudel; Hyung-Jeong Yang; Anjitha Divakaran; Seung-Won Kim; Ji-Eun Shin; Soo-Hyung Kim (IEEE Access, 2024)

Effect of the Hand and Gaze Pointers in Remote Collaboration. - Jihye Shin; Gayun Suh; Soo-Hyung Kim; Hyung-Jeong Yang; Ji-Eun Shin; Gun Lee 001; Seungwon Kim (IEEE Access, 2024)

Mental workload estimation with electroencephalogram signals by combining multi-space deep models. - Hong Hai Nguyen; Ngumimi Karen Iyortsuun; Seungwon Kim; Hyung-Jeong Yang; Soo-Hyung Kim (Biomed. Signal Process. Control., 2024)

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. - Thi Tuong Vi Vo; Tae-ho Shin; Hyung-Jeong Yang; Sae-Ryung Kang; Soo-Hyung Kim (Comput. Methods Programs Biomed., 2024)

Transformer with Leveraged Masked Autoencoder for video-based Pain Assessment. - Minh-Duc Nguyen; Hyung-Jeong Yang; Soo-Hyung Kim; Ji-Eun Shin; Seung-Won Kim (CoRR, 2024)

Leveraging WaveNet for Dynamic Listening Head Modeling from Speech. - Minh-Duc Nguyen; Hyung-Jeong Yang; Seung-Won Kim; Ji-Eun Shin; Soo-Hyung Kim (CoRR, 2024)

KAN-Based Fusion of Dual-Domain for Audio-Driven Facial Landmarks Generation. - Hoang-Son Vo-Thanh; Quang-Vinh Nguyen; Soo-Hyung Kim (CoRR, 2024)

Rethinking Top Probability from Multi-view for Distracted Driver Behaviour Localization. - Quang Vinh Nguyen; Vo Hoang Thanh Son; Hoang Chau Truong Vinh; Duc Duy Nguyen; Nhat Huy Nguyen Minh; Soo-Hyung Kim (CoRR, 2024)

Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems. - Trong-Nghia Nguyen; Soo-Hyung Kim; Bo-Gun Kho; Hyung-Jeong Yang (IEEE Intell. Syst., 2024)

Multi-scale context UNet-like network with redesigned skip connections for medical image segmentation. - Ledan Qian; Caiyun Wen; Yi Li; Zhongyi Hu; Xiao Zhou; Xiaonyu Xia; Soo-Hyung Kim (Comput. Methods Programs Biomed., 2024)

4T-Net: Multitask deep learning for nuclear analysis from pathology images. - Vi Thi-Tuong Vo; Myung-Giun Noh; Soo-Hyung Kim (Multim. Tools Appl., 2024)

Willingness to Interact: Social Resources Facilitate Pulling Actions toward Social Avatars in Virtual Reality. - Jaejoon Jeong; Hwaryung Lee; Ji-Eun Shin; Daeun Kim; Sei Kang; Gun A. Lee; Soo-Hyung Kim; Hyung-Jeong Yang; Seungwon Kim (VR Workshops, 2025)

Temporal variational autoencoder model for in-hospital clinical emergency prediction. - Trong-Nghia Nguyen; Soo-Hyung Kim; Bo-Gun Kho; Nhu-Tai Do; Ngumimi Karen Iyortsuun; Guee-Sang Lee; Hyung-Jeong Yang (Biomed. Signal Process. Control., 2025)

Switch fusion for continuous emotion estimation from multiple physiological signals. - Ngoc Tu Vu; Van Thong Huynh; Seung-Won Kim; Ji-Eun Shin; Hyung-Jeong Yang; Soo-Hyung Kim (Biomed. Signal Process. Control., 2025)

A lightweight approach based on cross-modality for depression detection. - Eunchae Lim; Min Jhon; Ju-Wan Kim; Soo-Hyung Kim; Seungwon Kim; Hyung-Jeong Yang (Comput. Biol. Medicine, 2025)

Multilevel spatial-temporal feature analysis for generic event boundary detection in videos. - Van Thong Huynh; Seungwon Kim; Hyung-Jeong Yang; Soo-Hyung Kim (Comput. Vis. Image Underst., 2025)

Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network. - Thanh Cong Do; Hyung-Jeong Yang; Soo-Hyung Kim; Bo-Gun Kho; Jin-Kyung Park (Int. J. Medical Informatics, 2025)

Anatomical Attention Alignment representation for Radiology Report Generation. - Quang Vinh Nguyen; Minh Duc Nguyen; Thanh Hoang Son Vo; Hyung-Jeong Yang; Soo-Hyung Kim (CoRR, 2025)

ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. - Hoang-Son Vo; Quang-Vinh Nguyen; Seungwon Kim; Hyung-Jeong Yang; Soonja Yeom; Soo-Hyung Kim (CoRR, 2025)