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Professors/Lab.

참여학과(부) 교수 소개

Journal Article(논문)
Issue Date
(발행일)		 Title
(제목)		 Journals
(출처)
2021-08-24 Deep Graph Fusion based Multimodal Evoked Expressions from Large-Scale Videos IEEE Access
2021-06-03 Stress Analysis with Dimensions of Valence and Arousal in the Wild Applied sciences
2021-04-15 Survival Time Prediction by Integrating Cox Proportional Hazards Network and Distribution Function Network BMC Bioinformatics
2021-03-10 Deep Neural Network-based Fusion Model for Emotion Recognition Using Visual Data Journal of Supercomputing
2020-10-09 Automatic Assessment of ASPECTS Using Diffusion-Weighted Imaging in Acute Ischemic Stroke Using Recurrent Residual Convolutional Neural Network Diagnostics
2020-08-19 Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging Applied Sciences
2020-11-23 Real-time virtual mouse system using RGB-D images and fingertip detection Multimedia Tools and Applications
2020-03-30 Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network IEEE ACCESS
2020-02-20 Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time Sensors
2020-01-20 Real-Time Hand Gesture Spotting and Recognition Using RGB-D Camera and 3D Convolutional Neural Network Applied Sciences
2019-10-23 Regenerative Semi-Supervised Bidirectional W-network based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation IEEE ACCESS
2019-09-13 Cost Aggregation for Stereo Matchigng Using Total Generalized Variation With Fusion Tensor IEEE ACCESS
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Issue Date
(발행일)		 Title
(제목)		 Pulisher
(출판사)
2020-11-10 Korean Video Dataset for Emotion Recognition in the Wild Springer
2013-04-14 EEG-MINE: Mining and Understanding Epilepsy Data Springer
2015-05-01 Diagnosis of Epilepsy in Patients Based on the Classification of EEG Signals Using Fast Fourier Transform Springer
2011-08-02 Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data Springer
2014 A Robust Feature Selection Method for Classification of Cognitive States with fMRI Data Springer
2018-05-25 Multiple human tracking in drone image Springer
2020-11-23 Real-time virtual mouse system using RGB-D images and fingertip detection Springer
2017-09-09 Recognition of Music Scores with Non-Linear Distortions in Mobile Devices Springer
2021-03-10 Deep neural network-based fusion model for emotion recognition using visual data Springer
2014-03-26 A multi-voxel-activity-based feature selection method for human cognitive states classification by functional magnetic resonance imaging data Springer
2021-04-15 Survival time prediction by integrating cox proportional hazards network and distribution function network Springer
2017-02-13 FitMine: automatic mining for time-evolving signals of cardiotocography monitoring Springer
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Title
(제목)		 Period
(과제기간)		 Organization
(주관기관명)
Development of an abnormal spatiotemporal event classification model using deep learning 2021-05-01~2021-11-30 NRF(National Research Foundation of Korea)
Artificial Intelligence Convergence Human Resource Education and Research Center(BK21) 2020-09-01~2027-08-31 NRF(National Research Foundation of Korea)
Development of Alzheimer Disease progress prediction and treatment estimation model 2020-03-01~2023-02-28 NRF(National Research Foundation of Korea)
Basic Research Lab for Artificial Emotional Intelligence 2020-07-01~2023-02-28 NRF(National Research Foundation of Korea)
Development of digital twin platform for precision oncology 2019-07-01~2022-12-31 NRF(National Research Foundation of Korea)
소프트웨어중심대학 2021-04-01~2028-12-31 IITP(Institute of Information & Communications Technology Planning & Evaluation)
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Date
(일자)		 Title
(제목)		 Remark
(비고)
2021-07-14 MULTIMODAL DATA FUSION SYSTEM AND METHOD  
2017-12-18 Method of Influence Measurement based on Sentiment Analysis of SNS Users  
2017-10-27 Apparatus of Fast lyric area extraction from images of printed music scores and method therefor  
2019-01-08 SUBJECT BASED DOCUMENT AUTOMATIC CLASSIFICATION SYSTEM THAT CONSIDERS MEANING AND CONTEXT  
2020-03-03 Sentence sentiment classification system and method based on sentiment dictionary construction by the price fluctuation and convolutional neural network  
2018-11-09 Earthquake detection system and method  
2021-01-13 Apparatus and method for identifying emotion by gaze movement analysis  
2020-12-09 Video data construction method and system for emotion recognition  
2021-02-23 Voice emotion recognition method and system  
2014-03-12 Method for warning of epileptic seizure using excitatory-inhibitory model based on the chaos neuron and electronic device supporting the same  
2013-10-25 Medium for storing navigation application, client having the same and Transmitting server system  
2013-09-02 Forecasting method of epileptic seizures by using the coercive adjusted auto-regressive model  
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데이터가 존재하지 않습니다.
Announced Date
(일자)		 Title
(제목)		 Organization
(주관기관명)
2021-09-28 Winners of the AffectMove 2021 challenge AffectMove2021
2020-05-03 Best Paper Award THE KOREAN INSTITUTE OF SMART MEDIA
2019-08-24 Best Paper Award Korea Big Data Service Society
2019-04-27 Best Paper Award THE KOREAN INSTITUTE OF SMART MEDIA
2018-11-16 Best Paper Award Korea Multimedia Society
2018-02-06 Best Paper Award The Korean Institute of Information Scientists and Engineers
2018-02-04 Best Paper Award ICMLSC2018
2017-11-25 Best Paper Award Korea Big Data Service Society
2017-08-24 Best Paper Award Korea Information Processing Society
2017-08-10 Best Paper Award The Korean Association of Computer Education
2016-04-01 Best Paper Award Korea Information Processing Society
2016-01-19 Cetificate of Appreciation National Research Foundation of Korea
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Announced Date
(일자)		 Title
(제목)		 Organization
(주관기관명)
Aug-21 Attention-based Image and Text Fusion for Deep Multimodal Classification in Disaster Analysis BIC2021
Aug-21 RASurv: Residual Attention-aware Method for Progression-free Survival of Alzheimer’s Disease BIC2021
Sep-20 Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer’s Disease SMA 2020
Feb-20 Improved U-Net for Medical Image Segmentation using Attention Gate IW-FCV2020
Aug-19 ADeepTool: Application Tool for Alzheimer’s Disease Diagnosis Based on Deep Learning Approach BIGDAS
Feb-18 Audio-based Emotion Recognition using GMM Supervector and SVM Linear Kernel ICMLSC 2018
Nov-17 A Fusion Model for Emotion Recognition from Audio- Video Data 5th BIGDAS
Aug-17 Detect Alzheimer’s disease by Multimodal Deep Learning Network using Convolutional Autoencoder BIC 2017
Apr-17 Real-time Earthquake Detection using Convolutional Neural Network and Social Data IEEE BigMM 2017
May-20 Image and Text fusion with Convolutional Autoencoder for Deep Multi-modal Clustering SMA 2020 Spring Conference
Nov-19 Group-based Cohesion Prediction using Multi-Task Learning and Confidence of Adaptive Rangin SMA 2019 Fall Conference
Nov-18 Analysis of Brain CT images for Automatic Assessment of ASPECTS using 3D Convolutional Neural Network KMMS 2018 Fall Conference
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실험실습 연구실 소개

Introduction of Lab. (연구실 소개)

SCLAB (Smart Computing Laboratory)

  • Research Area Multimedia data mining, Bioinformatics, Big data analysis, Pattern recognition, Image/video data understanding, e-Learning, e-Design
  • Details Our lab is conducting several projects including medical image analysis, biosignal analysis for emotion recognition, and image processing applications on mobile devices. We also successfully completed many projects such as sign image recognition, wine label recognition, music score recognition, and EEG and fMRI data analysis. We are interested in education using computers, semantic web, social networks, and analysis of a big data set using Deep Learning and Big Data Platform(Medical, Emotion Recognition. etc.).
Research Project
(연구과제)		 Period
(연구기간)		 Organization
(주관기관명)		 Details
(내용 및 특징)
Development of an abnormal spatiotemporal event classification model using deep learning 2021-05-01~2021-11-30 NRF(National Research Foundation of Korea) Anomaly detection using deep learning
Artificial Intelligence Convergence Human Resource Education and Research Center(BK21) 2020-09-01~2027-08-31 NRF(National Research Foundation of Korea) Fostering a world-class research university
Development of Alzheimer Disease progress prediction and treatment estimation model 2020-03-01~2023-02-28 NRF(National Research Foundation of Korea) Alzheimer disease estimation model research
Basic Research Lab for Artificial Emotional Intelligence 2020-07-01~2023-02-28 NRF(National Research Foundation of Korea) Artificial emotion intelligence research
Development of digital twin platform for precision oncology 2019-07-01~2022-12-31 NRF(National Research Foundation of Korea) Medical image anlysis and deep learning model research
소프트웨어중심대학 2021-04-01~2028-12-31 IITP(Institute of Information & Communications Technology Planning & Evaluation) Fostering Software professionals
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