Soo-Hyung Kim
Orcid: 0000-0003-3575-5035
According to our database1,
Soo-Hyung Kim
authored at least 220 papers
between 1994 and 2025.
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Bibliography
2025
Temporal variational autoencoder model for in-hospital clinical emergency prediction.
Biomed. Signal Process. Control., 2025
2024
Multim. Tools Appl., September, 2024
Multi-scale context UNet-like network with redesigned skip connections for medical image segmentation.
Comput. Methods Programs Biomed., January, 2024
CoRR, 2024
CoRR, 2024
CoRR, 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.
Comput. Methods Programs Biomed., 2024
Mental workload estimation with electroencephalogram signals by combining multi-space deep models.
Biomed. Signal Process. Control., 2024
A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing.
IEEE Access, 2024
Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit.
IEEE Access, 2024
Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features.
IEEE Access, 2024
Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation.
IEEE Access, 2024
Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text.
Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
Multiple Facial Reaction Generation Using Gaussian Mixture of Models and Multimodal Bottleneck Transformer.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024
The RayHand Navigation: A Virtual Navigation Method with Relative Position between Hand and Gaze-Ray.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
2023
Pattern Recognit. Lett., August, 2023
Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst.
Sensors, 2023
Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM.
Sensors, 2023
J. Integr. Des. Process. Sci., 2023
Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models.
CoRR, 2023
Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals.
CoRR, 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting.
CoRR, 2023
Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images.
IEEE Access, 2023
IEEE Access, 2023
IEEE Access, 2023
Effect of Auto-Erased Sketch Cue in Multiuser Surgical Planning Virtual Reality Collaboration System.
IEEE Access, 2023
PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context.
IEEE Access, 2023
Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation Learning.
IEEE Access, 2023
Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration.
IEEE Access, 2023
DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Edge Based Architecture for Total Energy Regression Models for Computational Materials Science.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023
Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023
2022
Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks.
IEEE Trans. Affect. Comput., 2022
An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning.
CoRR, 2022
Expression Classification using Concatenation of Deep Neural Network for the 3rd ABAW3 Competition.
CoRR, 2022
CoRR, 2022
MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge.
CoRR, 2022
IEEE Access, 2022
Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review.
Proceedings of the Towards a Collaborative Society Through Creative Learning, 2022
Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper).
Proceedings of the Workshop on Multi-Modal Fake News and Hate-Speech Detection (DE-FACTIFY 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI 2022), 2022
2021
J. Supercomput., 2021
Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm.
Sensors, 2021
EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels.
Sensors, 2021
Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models.
Sensors, 2021
Multim. Tools Appl., 2021
IEEE Multim., 2021
Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique.
CoRR, 2021
Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation.
CoRR, 2021
Survival time prediction by integrating cox proportional hazards network and distribution function network.
BMC Bioinform., 2021
IEEE Access, 2021
IEEE Access, 2021
IEEE Access, 2021
Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding.
Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021
A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021
Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data.
Proceedings of the 2021 9th International Conference on Affective Computing and Intelligent Interaction, 2021
2020
Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time.
Sensors, 2020
KSII Trans. Internet Inf. Syst., 2020
Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge.
CoRR, 2020
IEEE Access, 2020
IEEE Access, 2020
Image Colorization Using the Global Scene-Context Style and Pixel-Wise Semantic Segmentation.
IEEE Access, 2020
Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction.
IEEE Access, 2020
Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network.
IEEE Access, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020
Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Australasian Conference on Information Systems, 2020
2019
Image Vis. Comput., 2019
Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks.
Int. J. Pattern Recognit. Artif. Intell., 2019
CoRR, 2019
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet.
CoRR, 2019
Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation.
IEEE Access, 2019
Hand Component Decomposition for the Hand Gesture Recognition Based on FingerPaint Dataset.
Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019
Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model.
Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019
Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019
Proceedings of the International Conference on Multimodal Interaction, 2019
Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network.
Proceedings of the International Conference on Multimodal Interaction, 2019
A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Binarization of degraded document images based on hierarchical deep supervised network.
Pattern Recognit., 2018
Multim. Tools Appl., 2018
Text line segmentation using a fully convolutional network in handwritten document images.
IET Image Process., 2018
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018
2017
Inf. Sci., 2017
Expert Syst. Appl., 2017
Quality of Private Information (QoPI) model for effective representation and prediction of privacy controls in mobile computing.
Comput. Secur., 2017
Appwrapping Providing Fine-Grained Security Policy Enforcement Per Method Unit in Android.
Proceedings of the 2017 IEEE International Symposium on Software Reliability Engineering Workshops, 2017
Proceedings of the 13th International Conference on Natural Computation, 2017
2016
Pattern Recognit. Lett., 2016
A mixture model using Random Rotation Bounding Box to detect table region in document image.
J. Vis. Commun. Image Represent., 2016
Detection of multiple salient objects through the integration of estimated foreground clues.
Image Vis. Comput., 2016
KSII Trans. Internet Inf. Syst., 2016
Extraction of Text Regions from Complex Background in Document Images by Multilevel Clustering.
Int. J. Networked Distributed Comput., 2016
Page segmentation using minimum homogeneity algorithm and adaptive mathematical morphology.
Int. J. Document Anal. Recognit., 2016
IEICE Trans. Inf. Syst., 2016
Recovery of drawing order from multi-stroke English handwritten images based on graph models and ambiguous zone analysis.
Expert Syst. Appl., 2016
A Study on Feature of Keystroke Dynamics for Improving Accuracy in Mobile Environment.
Proceedings of the Information Security Applications - 17th International Workshop, 2016
Cell decomposition for the table in document image based on analysis of texts and lines distribution.
Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Pattern Anal. Appl., 2015
Separation of Text and Non-text in Document Layout Analysis using a Recursive Filter.
KSII Trans. Internet Inf. Syst., 2015
Triangulation Based Skeletonization and Trajectory Recovery for Handwritten Character Patterns.
KSII Trans. Internet Inf. Syst., 2015
A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data.
Clust. Comput., 2015
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015
Accurate Indoor Proximity Zone Detection Based on Time Window and Frequency with Bluetooth Low Energy.
Proceedings of the 10th International Conference on Future Networks and Communications (FNC 2015) / The 12th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2015) / Affiliated Workshops, 2015
Tumor detection on brain MR images using regional features: Method and preliminary results.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015
Automatic extraction of text regions from document images by multilevel thresholding and k-means clustering.
Proceedings of the 14th IEEE/ACIS International Conference on Computer and Information Science, 2015
2014
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014
Automatic touching detection and recognition of music chord using auto-encoding and softmax.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Boosted Stable Path for Staff-Line Detection Using Order Statistic Downscaling and Coarse-to-Fine Technique.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Staff Line Removal Using Line Adjacency Graph and Staff Line Skeleton for Camera-Based Printed Music Scores.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
Retrieval of Effective Leaf Area Index in Heterogeneous Forests With Terrestrial Laser Scanning.
IEEE Trans. Geosci. Remote. Sens., 2013
An Effective Orientation-based Method and Parameter Space Discretization for Defined Object Segmentation.
KSII Trans. Internet Inf. Syst., 2013
KSII Trans. Internet Inf. Syst., 2013
Proceedings of the 44th Internationel Symposium on Robotics, 2013
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013
Automatic clustering for digital photograph collections using time and content information.
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication, 2013
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013
2012
Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric.
KSII Trans. Internet Inf. Syst., 2012
IEICE Trans. Inf. Syst., 2012
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2012
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2012
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012
Fast automatic saliency map driven geometric active contour model for color object segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
2011
Neural Comput. Appl., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Hidden dynamic learning for long-interval consecutive missing values reconstruction in EEG time series.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011
Proceedings of the 11th IEEE International Conference on Bioinformatics and Bioengineering, 2011
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011
2010
Pattern Recognit. Lett., 2010
Medical image registration using the modified conditional entropy measure combining the spatial and intensity information.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
An Efficient and Accurate Text Localization Algorithm in Compressed Mobile Phone Image Domain.
Proceedings of the 2010 International Conference on Image Processing, 2010
Color Clustering Text Extraction Algorithm for Mobile Phone Images.
Proceedings of the 2010 International Conference on Image Processing, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010
2009
Multimodality Image Registration Using Spatial Procrustes Analysis and Modified Conditional Entropy.
J. Signal Process. Syst., 2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
2008
Measurement Based Channel-Adaptive Video Streaming for Mobile Devices over Mobile WiMAX.
IEEE Trans. Consumer Electron., 2008
Inf. Process. Manag., 2008
Multimodality image registration using ordinary procrustes analysis and entropy of bivariate normal kernel density.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
Proceedings of the ALPIT 2008, 2008
Improved image segmentation method based on optimized threshold using Genetic Algorithm.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008
Segmentation of medical image based on mean shift and deterministic annealing EM algorithm.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008
2007
Multi-modal Data Integration Using Graph for Collaborative Assembly Design Information Sharing and Reuse.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Proceedings of the Computational Science and Its Applications, 2006
Proceedings of the Digital Libraries: Achievements, 2006
Proceedings of the Management of Convergence Networks and Services, 2006
2005
Proceedings of the Innovations in Applied Artificial Intelligence, 2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005
2004
Int. J. Pattern Recognit. Artif. Intell., 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
2002
Word Segmentation of Printed Text Lines Based on Gap Clustering and Special Symbol Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Digital Libraries: People, 2002
2001
A lexicon-driven approach for optimal segment combination in off-line recognition of unconstrained handwritten Korean words.
Pattern Recognit., 2001
Word Segmentation in Handwritten Korean Text Lines Based on Gap Clustering Techniques.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the Document Recognition and Retrieval VIII, 2001
2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
A Lexicon Driven Approach for Off-line Recognition of Unconstrained Handwritten Korean Words.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
1995
Off-line Recognition of Korean Scripts Using Distance Matching and Neural Network Classifiers.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995
1994
Automatic Input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections.
Int. J. Pattern Recognit. Artif. Intell., 1994
Automatic input of Logic Diagrams by Recognizing Loop-Symbols and Rectilinear Connections.
Proceedings of the Document Image Analysis, 1994