Hyung Jeong Yang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

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

2023
Prediction of evoked expression from videos with temporal position fusion.
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

Empirical study for human engagement in collaborative robot programming.
J. Integr. Des. Process. Sci., 2023

Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models.
CoRR, 2023

A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild.
CoRR, 2023

Generic Event Boundary Detection in Video with Pyramid Features.
CoRR, 2023

Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images.
IEEE Access, 2023

Cross-Modality Learning by Exploring Modality Interactions for Emotion Reasoning.
IEEE Access, 2023

Pain Recognition With Physiological Signals Using Multi-Level Context Information.
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

GazeHand: A Gaze-Driven Virtual Hand Interface.
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

Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
WeDea: A New EEG-Based Framework for Emotion Recognition.
IEEE J. Biomed. Health Informatics, 2022

Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks.
IEEE Trans. Affect. Comput., 2022

Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation.
Neural Networks, 2022

Fine-tuning Wav2vec for Vocal-burst Emotion Recognition.
CoRR, 2022

An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning.
CoRR, 2022

Multi-task Cross Attention Network in Facial Behavior Analysis.
CoRR, 2022

An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition.
CoRR, 2022

Korean Drama Scene Transcript Dataset for Emotion Recognition in Conversations.
IEEE Access, 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

An Attention-based Method for Multi-label Facial Action Unit Detection.
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
Deep neural network-based fusion model for emotion recognition using visual data.
J. Supercomput., 2021

AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification.
IEEE J. Biomed. Health Informatics, 2021

Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals.
IEEE Trans. Instrum. Meas., 2021

eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework.
IEEE Trans. Instrum. Meas., 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

Real-time virtual mouse system using RGB-D images and fingertip detection.
Multim. Tools Appl., 2021

Korean video dataset for emotion recognition in the wild.
Multim. Tools Appl., 2021

End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive Loss.
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

D2C-Based Hybrid Network for Predicting Group Cohesion Scores.
IEEE Access, 2021

Context-Aware Emotion Recognition Based on Visual Relationship Detection.
IEEE Access, 2021

Deep Graph Fusion Based Multimodal Evoked Expressions From Large-Scale Videos.
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

Emotion Recognition With Sequential Multi-task Learning Technique.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

The 2nd Korean Emotion Recognition Challenge: Methods and Results.
Proceedings of the Frontiers of Computer Vision - 27th International Workshop, 2021

Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor Segmentation.
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
Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling.
IEEE Trans. Instrum. Meas., 2020

Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time.
Sensors, 2020

Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge.
CoRR, 2020

Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition.
IEEE Access, 2020

Self-Supervised Learning Based on Spatial Awareness for Medical Image Analysis.
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

Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Deep Learning-Based Inpainting for Chest X-ray Image.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Multitask Learning with Boundary Awareness for Skin Lesion Segmentation.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

KERC 2019: The 1st Korean Emotion Recognition Challenge.
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

Multiple Models Using Temporal Feature Learning for Emotion Recognition.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Combining Reinforcement Learning with Supervised Learning for Sepsis Treatment.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Image and Encoded Text Fusion for Deep Multi-Modal Clustering.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer's Disease.
Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

Artefact Detection and Segmentation Using Cascade R-CNN and U-Net.
Proceedings of the 2nd International Workshop and Challenge on Computer Vision in Endoscopy, 2020

Multimodality Pain and related Behaviors Recognition based on Attention Learning.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Multiple human tracking in drone image.
Multim. Tools Appl., 2019

A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition.
Image Vis. Comput., 2019

Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks.
Int. J. Pattern Recognit. Artif. Intell., 2019

Real-time event detection using recurrent neural network in social sensors.
Int. J. Distributed Sens. Networks, 2019

Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation.
IEEE Access, 2019

Cost Aggregation for Stereo Matching Using Total Generalized Variation With Fusion Tensor.
IEEE Access, 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

Engagement Intensity Prediction withFacial Behavior Features.
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

Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Eye Semantic Segmentation with A Lightweight Model.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Multimodal 2D and 3D for In-The-Wild Facial Expression Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Non-white matter tissue extraction and deep convolutional neural network for Alzheimer's disease detection.
Soft Comput., 2018

Binarization of degraded document images based on hierarchical deep supervised network.
Pattern Recognit., 2018

Recognition of Music Scores with Non-Linear Distortions in Mobile Devices.
Multim. Tools Appl., 2018

Text line segmentation using a fully convolutional network in handwritten document images.
IET Image Process., 2018

Audio-based emotion recognition using GMM supervector an SVM linear kernel.
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018

Learning to detect tables in document images using line and text information.
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018

Face tracking with convolutional neural network heat-map.
Proceedings of the 2nd International Conference on Machine Learning and Soft Computing, 2018

Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining.
Proceedings of the Intelligent Information and Database Systems - 10th Asian Conference, 2018

2017
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data.
J. Inf. Sci. Eng., 2017

A robust system for document layout analysis using multilevel homogeneity structure.
Expert Syst. Appl., 2017

FitMine: automatic mining for time-evolving signals of cardiotocography monitoring.
Data Min. Knowl. Discov., 2017

HOKF: High Order Kalman Filter for Epilepsy Forecasting Modeling.
Biosyst., 2017

Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Multimodal learning using convolution neural network and Sparse Autoencoder.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
An MRF model for binarization of music scores with complex background.
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

A technique for the concept-based detection of functional modules in an interaction network.
Inf. Process. Lett., 2016

Fast Lyric Area Extraction from Images of Printed Korean Music Scores.
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

Hidden discriminative features extraction for supervised high-order time series modeling.
Comput. Biol. Medicine, 2016

2015
3D Human Face Recognition Using Sift Descriptors of Face's Feature Regions.
Proceedings of the New Trends in Computational Collective Intelligence, 2015

Extraction of salient objects based on image clustering and saliency.
Pattern Anal. Appl., 2015

An Application of Tucker Decomposition for Detecting Epilepsy EEG signals.
J. Multim. 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

Diagnosis of Epilepsy in Patients Based on the Classification of EEG Signals Using Fast Fourier Transform.
Proceedings of the Current Approaches in Applied Artificial Intelligence, 2015

Feature extraction from covariance by using kernel method for classifying polysomnographys data.
Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication, 2015

Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals.
Proceedings of the 2015 International Conference on Big Data Applications and Services, 2015

2014
Stroke Width Based Skeletonization for Text Images.
J. Comput. Sci. Eng., 2014

A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction.
Comput. Math. Methods Medicine, 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

Distorted Music Score Recognition without Staffline Removal.
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

A novel and effective method for specular detection and removal by tensor voting.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
An Effective Orientation-based Method and Parameter Space Discretization for Defined Object Segmentation.
KSII Trans. Internet Inf. Syst., 2013

Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG.
Comput. Math. Methods Medicine, 2013

Disparate attributes algorithm for semantic assembly design rule management.
Adv. Eng. Informatics, 2013

EEG-MINE: Mining and Understanding Epilepsy Data.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

2012
Correction for Misrecognition of Korean Texts in Signboard Images using Improved Levenshtein Metric.
KSII Trans. Internet Inf. Syst., 2012

Incremental Non-Gaussian Analysis on Multivariate EEG Signal Data.
IEICE Trans. Inf. Syst., 2012

2011
Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data.
J. Zhejiang Univ. Sci. C, 2011

Set Approximation Based Combinatorial Search for Interaction Network-Based Conceptual Design.
Trans. SDPS, 2011

Systematic causal knowledge acquisition using FCM Constructor for product design decision support.
Expert Syst. Appl., 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

2010
Automatic detection and recognition of Korean text in outdoor signboard images.
Pattern Recognit. Lett., 2010

2009
Constructing manufacturing-environmental model in Bayesian belief networks for assembly design decision support through fuzzy cognitive maps.
Int. J. Intell. Inf. Database Syst., 2009

Hidden pattern discovery on event related potential EEG signals.
Biosyst., 2009

Incremental non-gaussian analysis of microarray gene expression data.
Proceedings of the Proceeding of the 3rd International Workshop on Data and Text Mining in Bioinformatics, 2009

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

A Manufacturing-Environmental Model Using Bayesian Belief Networks for Assembly Design Decision Support.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Cognitive States Detection in fMRI using incremental P.
Proceedings of the Selected Papers of the Fifth International Conference on, 2007

2006
Hierarchical document categorization with <i>k</i>-NN and concept-based thesauri.
Inf. Process. Manag., 2006

Ontology-based assembly design and information sharing for collaborative product development.
Comput. Aided Des., 2006

Integrating Extended Attributed Relational Graph and Structured Modeling: Toward Multimedia-Based Decision Support in Virtual Product Design.
Proceedings of the Computational Intelligence, 2006

2005
ViVo: Visual Vocabulary Construction for Mining Biomedical Images.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Ontology-based virtual assembly model for collaborative virtual prototyping and simulation.
Proceedings of the 2005 International Symposium on Collaborative Technologies and Systems, 2005

2004
Automatic Document Categorization Based on k-NN and Object-Based Thesauri.
Proceedings of the String Processing and Information Retrieval, 2004

Automatic multimedia cross-modal correlation discovery.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Automatic image captioning.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

MMSS: Multi-Modal Story-Oriented Video Summarization.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

GCap: Graph-based Automatic Image Captioning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
A Web-Based Tutoring System Using Fuzzy Concept for Adaptive Learning.
Proceedings of the International Conference on Artificial Intelligence, 2003

2002
Specification of a Fuzzy Object Inference: Towards an Advanced Knowledge-Based Programming.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002

1999
A formal framework for image indexing with triples: Toward a concept-based image retrieval.
Int. J. Intell. Syst., 1999

Design and Implementation of COIRS (a COncept-based Image Retrieval System).
Proceedings of the Visual Information and Information Systems, 1999

Image Retrieval Using Fuzzy Triples.
Proceedings of the Visual Information and Information Systems, 1999

1998
ICOT: An Integrated C-Object Tool for Knowledge-Based Programming.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998


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