Research Record

• Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model IEEE Transactions on Biomedical Engineering, 2023, v.70 no.4, 1252-1263
  SCIE Scopus dColl.
• Reinforcement Learning for Rate-Distortion Optimized Hierarchical Prediction Structure IEEE Access, 2023, v.11, 20240-20253
  SCIE Scopus dColl.
• Robust Spatial-Temporal Motion Coherent Priors for Multi-View Video Coding Artifact Reduction IEEE ACCESS, 2023, v.11, 123104-123116
  SCIE Scopus dColl.
• Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network IEEE Journal of Biomedical and Health Informatics, 2022, v.26 no.3, 1273-1284
  SCIE Scopus dColl.
• Unsupervised Black-Box Model Domain Adaptation for Brain Tumor Segmentation Frontiers in Neuroscience, 2022, v.16, 837646
  SCIE Scopus dColl.
• VVC 화면 내 예측에서의 딥러닝 기반 예측 블록 개선을 통한 부호화 효율 향상 기법 방송공학회 논문지, 2022, v.27 no.4, 477-486
  KCI dColl.
• 19대 대선 TV토론에 대한 방송뉴스 영상의 균형성, 진실성 연구 심층학습 기반 동영상 처리 알고리즘을 통한 후보자들의 등장빈도, 표정, 응시방향 분석 방송통신연구, 2021, no.114, 113-157
  KCI dColl.
• 360 degrees Image Reference-Based Super-Resolution Using Latitude-Aware Convolution Learned From Synthetic to Real IEEE ACCESS, 2021, v.9, 155924-155935
  SCIE Scopus dColl.
• Dynamic Motion Estimation and Evolution Video Prediction Network IEEE TRANSACTIONS ON MULTIMEDIA, 2021, v.23, 3986-3998
  SCIE Scopus dColl.
• Fast Multi-Type Tree Partitioning for Versatile Video Coding Using a Lightweight Neural Network IEEE TRANSACTIONS ON MULTIMEDIA, 2021, v.23, 4388-4399
  SCIE Scopus dColl.
• Automated Detection of Surface Cracks and Numerical Correlation with Thermal-Structural Behaviors of Fire Damaged Concrete Beams International Journal of Concrete Structures and Materials, 2020, v.14 no.1, 12
  SCIE Scopus KCI dColl.
• Deep Video Prediction Network-ased Inter-Frame Coding in HEVC IEEE ACCESS, 2020, v.8, 95906-95917
  SCIE Scopus dColl.
• 딥 러닝(Deep learning)기반 동영상 처리 알고리즘을 통한 19대 대선 TV토론 영상분석 후보자들의 등장빈도, 표정, 응시방향에 대한 분석 한국언론학보, 2020, v.64 no.5, 319-372
  KCI dColl.
• 6 자유도 전방위 몰입형 비디오의 압축 코덱 개발 및 성능 분석 방송공학회 논문지, 2019, v.24 no.6, 1035~1052
  KCI dColl.
• Context-Based Ternary Tree Decision Method in Versatile Video Coding for Fast Intra Coding IEEE ACCESS, 2019, v.7, 172597-172605
  SCIE Scopus dColl.
• Ensemble of Random Binary Output Encoding for Adversarial Robustness IEEE ACCESS, 2019, v.7, 124632-124640
  SCIE Scopus dColl.
• Fast Affine Motion Estimation for Versatile Video Coding (VVC) Encoding IEEE ACCESS, 2019, v.7, 158075-158084
  SCIE Scopus dColl.
• Learning to Detect Cracks on Damaged Concrete Surfaces Using Two-Branched Convolutional Neural Network SENSORS, 2019, v.19 no.21, 4796
  SCIE Scopus dColl.
• Multi-channel fusion convolutional neural network to classify syntactic anomaly from language-related ERP components Information Fusion, 2019, v.52, 53-61
  SCIE Scopus dColl.
• Ensemble of binary tree structured deep convolutional network for image classification Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017, 2018, v.2018-February, 1448-1451
  Scopus dColl.
• Machine Learning-Based Fast Angular Prediction Mode Decision Technique in Video Coding IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, v.27 no.11, 5525-5538
  SCIE Scopus dColl.
• 비디오 압축을 위한 딥러닝 기반 화면 간 예측 부호화 기법 방송공학회 논문지, 2018, v.23 no.5, 718~721
  KCI dColl.
• Bi-directional deformable block-based motion estimation for frame rate-up conversion of 360-degree videos ELECTRONICS LETTERS, 2017, v.53 no.17
  SCIE Scopus dColl.
• Combining random forest with multi-block local binary pattern feature selection for multiclass head pose estimation PLoS ONE, 2017, v.12 no.7
  SCIE Scopus dColl.
• Head pose estimation using random forest and texture analysis 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016, 2017
  Scopus dColl.
• Sample-adaptive-prediction for HEVC SCC intra coding with ridge estimation from spatially neighboring samples Proceedings of SPIE - The International Society for Optical Engineering, 2017, v.10225
  Scopus dColl.
• A novel intrusion detection method using deep neural network for in-vehicle network security IEEE Vehicular Technology Conference, 2016, v.2016-July
  Scopus dColl.
• Compressed domain video saliency detection using global and local spatiotemporal features Journal of Visual Communication and Image Representation, 2016, v.35, 169-183
  SCIE Scopus dColl.
• Efficient Residual DPCM Using an l(1) Robust Linear Prediction in Screen Content Video Coding IEEE TRANSACTIONS ON MULTIMEDIA, 2016, v.18 no.10, 2054-2065
  SCIE Scopus dColl.
• Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security PLOS ONE, 2016, v.11 no.6
  SCIE Scopus dColl.
• Multiview and 3D Video Compression Using Neighboring Block Based Disparity Vectors IEEE TRANSACTIONS ON MULTIMEDIA, 2016, v.18 no.4, 576-589
  SCIE Scopus dColl.
• Novel distribution model of transformed coefficients in video coding using quad-tree structured block partitioning Multidimensional Systems and Signal Processing, 2016, 28, 1589-1609
  SCIE Scopus dColl.
• Sample adaptive color space transform for screen content video coding Signal, Image and Video Processing, 2016, 20 Oct 2016, 1-8
  SCIE Scopus dColl.
• 3차원 동영상 압축 표준의 텍스쳐 비디오 우선 부호화방식을 위한 변위 벡터 추정 기법 한국통신학회논문지, 2015, v.40 no.10, 2080-2089
  KCI dColl.
• Sample selective filter in HEVC intra-prediction for screen content video coding ELECTRONICS LETTERS, 2015, v.51 no.3, 236-237
  SCIE Scopus dColl.
• Sparcity-induced structured transform in intra video coding for screen contents Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, v.9315, 300-307
  Scopus dColl.
• Structured sparse representation of residue in screen content video coding Electronics Letters, 2015, v.51 no.23, 1871-1873
  SCIE Scopus dColl.
• 색 공간 내 중복 정보 감소를 위한 HEVC 스크린 콘텐츠 부호화 기법 성능 분석 방송공학회 논문지, 2015, v.20 no.5, 687-696
  KCI dColl.
• 스크린 콘텐츠 비디오의 압축을 위한 인접 화소의 가중 합을 이용한 적응적 Residual DPCM 기법 방송공학회 논문지, 2015, v.20 no.5, 782-785
  KCI dColl.
• Explicit residual DPCM for screen contents coding Proceedings of the International Symposium on Consumer Electronics, ISCE, 2014
  Scopus dColl.
• On DCT coefficient distribution in video coding using quad-tree structured partition 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, 2014
  Scopus dColl.
• [학술지논문] Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, v.70 no.4 , 1252-1263
  SCIE
• [학술지논문] Reinforcement Learning for Rate-Distortion Optimized Hierarchical Prediction Structure IEEE ACCESS, 2023, v.11 no.1 , 20240-20253
  SCIE
• [학술지논문] Robust Spatial-Temporal Motion Coherent Priors for Multi-View Video Coding Artifact Reduction IEEE ACCESS, 2023, v.11 no.1 , 123104-123116
  SCIE
• [학술지논문] Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives APSIPA Transactions on Signal and Information Processing, 2022, v.11 no.1 , 25-25
  Scopus
• [학술지논문] Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, v.26 no.3 , 1273-1284
  SCI
• [학술지논문] Unsupervised Black-Box Model Domain Adaptation for Brain Tumor Segmentation FRONTIERS IN NEUROSCIENCE, 2022, v.16 no.0 , 837646-837646
  SCIE
• [학술지논문] 19대 대선 TV토론에 대한 방송뉴스 영상의 균형성, 진실성 연구 심층학습 기반 동영상 처리 알고리즘을 통한 후보자들의 등장빈도, 표정, 응시방향 분석 방송통신연구, 2021, v.0 no.114 , 113-157
  KCI
• [학술지논문] 360 degrees Image Reference-Based Super-Resolution Using Latitude-Aware Convolution Learned From Synthetic to Real IEEE ACCESS, 2021, v.9 no.0 , 155924-155935
  SCIE
• [학술지논문] Dynamic Motion Estimation and Evolution Video Prediction Network IEEE TRANSACTIONS ON MULTIMEDIA, 2021, v.23 no.0 , 3986-3998
  SCIE
• [학술지논문] Fast Multi-Type Tree Partitioning for Versatile Video Coding Using a Lightweight Neural Network IEEE TRANSACTIONS ON MULTIMEDIA, 2021, v.23 no.0 , 4388-4399
  SCIE
• [학술지논문] Automated Detection of Surface Cracks and Numerical Correlation with Thermal-Structural Behaviors of Fire Damaged Concrete Beams INTERNATIONAL JOURNAL OF CONCRETE STRUCTURES AND MATERIALS, 2020, v.14 no.1 , 12-12
  SCIE
• [학술지논문] Deep Video Prediction Network-ased Inter-Frame Coding in HEVC IEEE ACCESS, 2020, v.8 no.0 , 95906-95917
  SCIE
• [학술지논문] 딥 러닝(Deep learning)기반 동영상 처리 알고리즘을 통한 19대 대선 TV토론 영상분석 후보자들의 등장빈도, 표정, 응시방향에 대한 분석 한국언론학보, 2020, v.64 no.5 , 319-372
  KCI
• [학술지논문] Toward 6 Degree-of-Freedom Video Coding Technique and Performance Analysis 방송공학회 논문지, 2019, v.24 no.6 , 1035-1052
  KCI
• [학술지논문] Context-Based Ternary Tree Decision Method in Versatile Video Coding for Fast Intra Coding IEEE ACCESS, 2019, v.7 no.0 , 172597-172605
  SCIE
• [학술지논문] Ensemble of Random Binary Output Encoding for Adversarial Robustness IEEE ACCESS, 2019, v.7 no.0 , 124632-124640
  SCIE
• [학술지논문] Fast Affine Motion Estimation for Versatile Video Coding (VVC) Encoding IEEE ACCESS, 2019, v.7 no.0 , 158075-158084
  SCIE
• [학술지논문] Multi-channel fusion convolutional neural network to classify syntactic anomaly from language-related ERP components INFORMATION FUSION, 2019, v.52 no.0 , 53-61
  SCIE
• [학술발표] Future Object Localization in Autonomous Driving Using Ego-Centric Images and Motions 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA, 태국, 2022-11-08 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA, 2022
• [학술발표] Unsupervised domain adaptation for segmentation with black-box source model SPIE Medical Imaging 2022, 미국, 2022-04-04 SPIE, 2022
• [학술발표] Rate-distortion optimized temporal segmentation using reinforcement learning for video coding Asia Pacific Signal and Information Processing Association, 일본, 2021-12-14 Asia Pacific Signal and Information Processing Association, 2021
• [학술발표] Training compression artifacts reduction network with domain adaptation SPIE Optical Engineering + Applications, 미국, 2021-08-01 Proceedings Volume 11842, Applications of Digital Image Processing XLIV; 118420U (2021), 2021
• [학술발표] Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature International Conference on Computer Vision, 미국, 2021-10-12 International Conference on Computer Vision, 2021
• [학술발표] Super-resolution of Multi-view ERP 360-Degree Images with Two-Stage Disparity Refinement APSIPA 2020, 뉴질랜드, 2020-12-07 APSIPA 2020, 2020
• [학술발표] Temporal Attention Feature Encoding for Video Captioning APSIPA 2020, 뉴질랜드, 2020-12-07 APSIPA 2020, 2020
• [학술발표] Relevance Regularization of Convolutional Neural Network for Interpretable Classification IEEE Computer Vision Pattern Recognition Workshop, 미국, 샌디에고, 2019-06-16 CVPRW, 2019

Academic Background

Work Experience