International Journal

Jina Kim and Je-Won Kang, Spatio-Temporal Spectra-Preserving Neural Representation for Video Modeling, ACM Transactions on Multimedia Computing, Communications and Applications, 2026

Jee-Ye Yoon and Je-Won Kang, Future Object Localization Using Multi-Modal Ego-Centric Video, Journal of Visual Communication and Image Representation, 2026

Chaehwa Yoo, Xiaofeng Liu, Fangxu Xing, Jonghye Woo, and Je-Won Kang, Label Space-Induced Pseudo Label Refinement for Multi-Source Black-Box Domain Adaptation, IEEE Transactions on Image Processing, 2025

Hyejin Oh, Woo-Shik Kim, Sangyoon Lee, YungKyung Park, and Je-Won Kang, Illumination Spectrum Estimation for Multispectral Images via Surface Reflectance Modeling and Spatial-Spectral Feature Generation, Computer Vision and Pattern Recognition (CVPR), 2025

Juyeon Shin, Jung-Kyung Lee, Jun-Sik Kim, Gun Bang, and Je-Won Kang, Neural Volumetric Video Coding With Hierarchical Coded Representation of Dynamic Volume, IEEE Transactions on Multimedia, 2025

Nayoung Kim, Jung-Kyung Lee, and Je-Won Kang, Reference-based In-loop Filter with Robust Neural Feature Transfer for Video Coding, ACM Transactions on Multimedia Computing, Communications and Applications, 2024

Jina Kim, Jihoo Lee, and Je-Won Kang, SNeRV: Spectra-preserving Neural Representation for Video, The European Conference on Computer Vision (ECCV), 2024

Ju-Hee Lee and Je-Won Kang, SRTube: Video-Language Pre-Training with Action-Centric Video Tube Features and Semantic Role Labeling, Computer Vision and Pattern Recognition (CVPR), 2024

Gyelee Jeon, Yeonjin Lee, Jung-Kyung Lee, Yong-Hwan Kim, and Je-Won Kang, Robust Spatial-Temporal Motion Coherent Priors for Multi-View Video Coding Artifact Reduction, IEEE Access, 2023

Jung-Kyung Lee, Nayoung Kim, and Je-Won Kang, Reinforcement Learning for Rate-Distortion Optimized Hierarchical Prediction Structure, IEEE Access, 2023

Chaehwa Yoo, X. Liu, F. Xing, G. E. Fakhri, Jonghye Woo, and Je-Won Kang, Noise-Robust Sleep Staging via Adversarial Training with an Auxiliary Model, IEEE Transactions on Biomedical Engineering, 2022

X. Liu, Chaehwa Yoo, F. Xing, Hyejin Oh, G. E. Fakhri, Je-Won Kang, and Jonghye Woo, Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives, vol. 11, no. 1, APSIPA Transactions on Signal and Information Processing, 2022

X. Liu, Chaehwa Yoo, F. Xing, C.-C. Jay Kuo, G. E. Fakhri, Je-Won Kang, and Jonghye Woo, Unsupervised Black-box Model Domain Adaptation for Brain Tumor Segmentation, Frontiers in Neuroscience, 2022

Chaehwa Yoo, Hyang Woon Lee, and Je-Won Kang, Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network, vol. 26, no. 3, pp. 1273–1284, IEEE Journal of Biomedical and Health Informatics, 2022

Nayoung Kim, Seong Jong Ha, and Je-Won Kang, Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature, International Conference on Computer Vision (ICCV), 2021

Nayoung Kim and Je-Won Kang, Dynamic Motion Estimation and Evolution Video Prediction Network, vol. 23, pp. 3986–3998, IEEE Transactions on Multimedia, 2021

Sang-hyo Park and Je-Won Kang, Fast Multi-type Tree Partitioning for Versatile Video Coding Using a Lightweight Neural Network, vol. 23, pp. 4388–4399, IEEE Transactions on Multimedia, 2021

Hee-Jae Kim, Je-Won Kang, and Byung Uk Lee, 360° Image Reference-Based Super-Resolution Using Latitude-Aware Convolution Learned From Synthetic to Real, IEEE Access, 2021

Jyung-Kyung Lee, Nayoung Kim, Seunghyun Cho, and Je-Won Kang, Deep Video Prediction Network Based Inter-Frame Coding in HEVC, IEEE Access, 2020

Eunmi Ryu, Je-Won Kang, Jieun Lee, Yeongsoo Shin, and Heesun Kim, Automated Detection of Surface Cracks and Numerical Correlation with Thermal-Structural Behaviors of Fire Damaged Concrete Beams, vol. 14, no. 12, International Journal of Concrete Structures and Materials, 2020

Sang-hyo Park and Je-Won Kang, Context-based Ternary Tree Decision Method in Versatile Video Coding for Fast Intra Coding, vol. 7, no. 1, pp. 172597–172605, IEEE Access, 2019

Jieun Lee, Hee-Sun Kim, Nayoung Kim, Eun-Mi Ryu, and Je-Won Kang, Learning to Detect Cracks on Damaged Concrete Surfaces Using Two-branched Convolutional Neural Network, vol. 19, no. 21, Sensors, 2019

Sang-hyo Park and Je-Won Kang, Fast Affine Motion Estimation for Versatile Video Coding (VVC) Encoding, vol. 7, no. 1, pp. 158075–158084, IEEE Access, 2019

Aisha Khan, Jee Eun Sung, and Je-Won Kang, Multi-channel Fusion Convolutional Neural Network to Classify Syntactic Anomaly from Language-Related ERP Components, vol. 52, pp. 53–61, Information Fusion, 2019

Ye-Ji Mun and Je-Won Kang, Ensemble of Random Binary Output Encoding for Adversarial Robustness, vol. 7, no. 1, pp. 124632–124640, IEEE Access, 2019

Sookyung Ryu and Je-Won Kang, Machine Learning-Based Fast Angular Prediction Mode Decision Technique in Video Coding, IEEE Transactions on Image Processing, 2018

Je-Won Kang, Novel Distribution Model of Transformed Coefficients in Video Coding Using Quad-tree Structured Block Partitioning, vol. 28, no. 4, pp. 1589–1604, Multidimensional Systems and Signal Processing, 2017

Nayoung Kim and Je-Won Kang, Bi-Directional Deformable Block-based Motion Estimation for Frame Rate-up Conversion of 360-degree Videos, vol. 53, no. 17, Electronics Letters, 2017

Min-Joo Kang, Jung-Kyung Lee, and Je-Won Kang, Combining Random Forest with Multi-Block Local Binary Pattern Feature Selection for Multiclass Head Pose Estimation, vol. 12, no. 7, PLOS ONE, 2017

Je-Won Kang, Woo-Shik Kim, and Kei Kawamura, Sample-adaptive Color Space Transform for Screen Content Video Coding, vol. 11, no. 3, pp. 557–564, Signal, Image and Video Processing, 2017

Je-Won Kang, Soo-Kyung Ryu, Na-Young Kim, and Minjoo Kang, Efficient Residual DPCM Using an L1 Robust Linear Prediction in Screen Content Video Coding, vol. 18, no. 10, pp. 2054–2065, IEEE Transactions on Multimedia, 2016

Minjoo Kang and Je-Won Kang, Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security, vol. 11, no. 6, PLOS ONE, 2016

Y. Chen, X. Zhao, L. Zhang, and J.-W. Kang, Multiview and 3D Video Compression Using Neighboring Block Based Disparity Vectors, vol. 18, no. 4, pp. 576–589, IEEE Transactions on Multimedia, 2016

S.-H. Lee, J.-W. Kang, and C.-S. Kim, Compressed Domain Video Saliency Detection Using Global and Local Spatiotemporal Features, vol. 35, pp. 169–183, Journal of Visual Communication and Image Representation, 2016

J.-W. Kang, Structured Sparse Representation of Residue in Screen Content Video Coding, vol. 51, no. 23, pp. 1871–1873, Electronics Letters, 2015

J.-W. Kang, Sample Selective in HEVC Intra-Prediction for Screen Content Video Coding, vol. 51, no. 3, pp. 236–237, Electronics Letters, 2015

J.-W. Kang, M. Gabbouj, and C.-C. J. Kuo, Sparse/DCT Two-Layered Representation of Prediction Residuals for Video Coding, vol. 21, no. 7, pp. 2711–2722, IEEE Transactions on Image Processing, 2013

J.-W. Kang, R. Lou, S.-H. Kim, and C.-C. J. Kuo, Efficient HD Video Coding with Joint First-Order-Residual (FOR) and Second-Order-Residual (SOR) Coding Technique, vol. 24, no. 1, pp. 1–11, Journal of Visual Communication and Image Representation, 2013

S.-H. Kim, J.-W. Kang, and C.-C. J. Kuo, Improved H.264/AVC Lossless Intra Coding with Two-Layered Residual Coding (TRC), vol. 21, no. 7, pp. 1005–1010, IEEE Transactions on Circuits and Systems for Video Technology, 2011

J.-W. Kang, Y.-Y. Lee, C.-S. Kim, and S.-U. Lee, Coding Order Decision of B Frames for Rate-Distortion Performance Improvement in Single-View Video and Multi-View Video Coding, vol. 19, no. 8, pp. 2029–2041, IEEE Transactions on Image Processing, 2010