Dr. Je-Won Kang joined the School of Electronics Engineering in Ewha Womans University where he is now Assistant Professor. He received the BS degree (2006) and the MS degree (2008) both in the School of Electrical Engineering, Seoul National University, Korea, and Ph.D degree (2012) in the School of Electrical Engineering, University of Southern California (USC), LA, USA.From 2012.8 to 2014.2, he was a senior engineer in Multimedia RnD and Standard team in Qualcomm, San Diego, USA while he made a number of contribution to the international 2D&3D video coding standards as an expert. From 2011 to 2012, he was a visiting scholar in the Tampere University & Nokia research center, participating into the HEVC/H.265 standard. His current research interest includes image, video, and 3D-data compression and their related standardization, and interdisciplinary fields using advanced signal processing and algorithms such as machine learning.
Division Chair, Electronic & Semiconductor Engineering/Division Chair, Division of Advanced Technology/Department Chair, Electronic and Electrical Engineering/Department Chair, Management for Science and Technology
Reference-based In-loop Filter with Robust Neural Feature Transfer for Video CodingACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2025, v.21 no.1, 35
Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging NetworkIEEE Journal of Biomedical and Health Informatics, 2022, v.26 no.3, 1273-1284
Automated Detection of Surface Cracks and Numerical Correlation with Thermal-Structural Behaviors of Fire Damaged Concrete BeamsInternational Journal of Concrete Structures and Materials, 2020, v.14 no.1, 12
Ensemble of binary tree structured deep convolutional network for image classificationProceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017, 2018, v.2018-February, 1448-1451
Machine Learning-Based Fast Angular Prediction Mode Decision Technique in Video CodingIEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, v.27 no.11, 5525-5538
Head pose estimation using random forest and texture analysis2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016, 2017
Sample-adaptive-prediction for HEVC SCC intra coding with ridge estimation from spatially neighboring samplesProceedings of SPIE - The International Society for Optical Engineering, 2017, v.10225
Compressed domain video saliency detection using global and local spatiotemporal featuresJournal of Visual Communication and Image Representation, 2016, v.35, 169-183
Efficient Residual DPCM Using an l(1) Robust Linear Prediction in Screen Content Video CodingIEEE TRANSACTIONS ON MULTIMEDIA, 2016, v.18 no.10, 2054-2065
Novel distribution model of transformed coefficients in video coding using quad-tree structured block partitioningMultidimensional Systems and Signal Processing, 2016, 28, 1589-1609
Sparcity-induced structured transform in intra video coding for screen contentsLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, v.9315, 300-307
On DCT coefficient distribution in video coding using quad-tree structured partition2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014, 2014
[학술지논문] Reference-based In-loop Filter with Robust Neural Feature Transfer for Video Coding
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2025, v.0
no.0
, 1-23
SCIE
[학술지논문] Noise-Robust Sleep Staging via Adversarial Training With an Auxiliary Model
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, v.70
no.4
, 1252-1263
[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
[학술발표] SNeRV: Spectra-preserving Neural Representation for VideoECCV 2024, 이탈리아, 2024-10-01
ECCV 2024, 2024
[학술발표] SRTube: Video-Language Pre-Training with Action-Centric Video Tube Features and Semantic Role LabelingComputer Vision and Pattern Recognition, 미국, 2024-06-20
Computer Vision and Pattern Recognition, 2024
[학술발표] Implicit Neural Representation for Video Coding Through Progressive Feature ExtractionAsia Pacific Signal and Information Processing (APSIPA), 2023, 대만, 2023-11-01
Asia Pacific Signal and Information Processing (APSIPA), 2023, 2023
[학술발표] Future Object Localization in Autonomous Driving Using Ego-Centric Images and Motions2022 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 modelSPIE Medical Imaging 2022, 미국, 2022-04-04
SPIE, 2022
[학술발표] Rate-distortion optimized temporal segmentation using reinforcement learning for video codingAsia 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 FeatureInternational 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 RefinementAPSIPA 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