International
Journal & Conference

89. Hyejin Oh, Woo-Shik Kim, Sangyoon Lee, YungKyung Park and Je-Won Kang, “Spectrum Aware Illumination Estimation Using Multispectral Image,” IEEE Transactions on Circuits and Systems for Video Technology, 2026.

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

87.  Jee-Ye Yoon and Je-Won Kang, “Future Object Localization Using Multi-Modal Ego-Centric Video,” Journal of Visual Communication and Image Representation, 2025.

86. Yeoneui Kim and Je-Won Kang, “Neural Implicit Representations for Object-Centric Machine Vision Tasks,” APSIPA, 2025.

85. Ju-Hee Lee and Je-Won Kang, “ERP-AWARE TEXT-TO-360 PANORAMA DIFFUSION MODEL,” ICIP, 2025.  (Spotlight)

84.  Hyejin Oh and Je-Won Kang, “Illumination Spectrum Estimation for Multispectral Images using Illuminant Prior,” ICIP, 2025.

83. Semi Kwon, Ju-Hee Lee, and Je-Won Kang, “LIGHTWEIGHT TEMPORAL CONTEXTUAL FINE-TUNING METHOD OF LARGE MULTIMODAL MODEL FOR VIDEO MOMENT RETRIEVAL,” ICIP, 2025.

82. 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,” CVPR, 2025.

81. 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.

80. Hyun-Kyung Um, Eunseo Noh, Chaehwa Yoo, Hyang Woon Lee, Je-Won Kang, Byoung Hoon Lee, and Jung-Rok Lee, “Mobile Sleep Stage Analysis Using Multichannel Wearable Devices Integrated with Stretchable Transparent Electrodes,” ACS Sensors, vol. 10, no. 6, pp. 4016–4026, 2025.

79. 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.

78. 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, 2025.

77. Jina Kim, Jihoo Lee, and Je-Won Kang, “SNeRV: Spectra-preserving Neural Representation for Video,” ECCV, 2024.

76. Ju-Hee Lee and Je-Won Kang, “SRTube: Video-Language Pre-Training with Action-Centric Video Tube Features and Semantic Role Labeling,” CVPR, 2024.

75. Ju-Yeon Shin, Yeoneui Kim, Gun Bang, and Je-Won Kang, “Dynamic Volumetric Video Coding with Tensor Decomposition,” VCIP, 2024.

74. 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.

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

72. Jihoo Lee and Je-Won Kang, “Implicit Neural Representation for Video Coding Through Progressive Feature Extraction,” APSIPA, 2023.

71. Minhun Lee, HyeonJu Song, Jeeyoon Park, Byeungwoo Jeon, Jungwon Kang, Jae-Gon Kim, Yung-Lyul Lee, Je-Won Kang, and Donggyu Sim, “Overview of Versatile Video Coding (H.266/VVC) and Its Coding Performance Analysis,” IEIE Transactions on Smart Processing & Computing, vol. 12, no. 2, pp. 122–154, 2023. 

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

69. X. Liu, Chaehwa Yoo, F. Xing, Hyejin Oh, G. E. Fakhri, Je-Won Kang, Jonghye Woo, “Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives,” APSIPA Transactions on Signal and Information Processing, 2022.

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

67. Seoyoung Jo, Jung Kyung Lee, and Je-Won Kang, “Future Object Localization in Autonomous Driving Using Ego-Centric Images and Motions,” APSIPA, 2022.

66. Ju-Hee Lee and Je-Won Kang, “Relation Enhanced Vision Language Pre-Training,” ICIP, 2022.

65. Gyu-Lee Jeon, Hee-Jae Kim, Eun Yeo, Je-Won Kang, “CNN Based Multi-View Image Quality Enhancement,” ICUFN, 2022.

64. X. Liu, C. Yoo, F. Xu, C.-C. J. Kuo, G. E. Fakhri, J.-W. Kang, and J. Woo, “Unsupervised Domain Adaptation for Segmentation with Black-box Source Model,” SPIE Medical Imaging, 2022.

63.  Chaehwa Yoo, Hyang Woon Lee, and Je-Won Kang, “Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network,” IEEE Journal of Biomedical and Health Informatics, 2021.

62. Nayoung Kim, Seong Jong Ha, and Je-Won Kang, “Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature,” ICCV, 2021.

61. 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.

601. Jung Kyung Lee, Nayoung Kim, and Je-Won Kang, “Rate-distortion Optimized Temporal Segmentation Using Reinforcement Learning for Video Coding,” APSIPA, 2021.

59. Nayoung Kim, Seong Jong Ha, and Je-Won Kang, “Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature,” ICCV, 2021.

58. Yu-Jin Ham, Chaehwa Yoo, and Je-Won Kang, “Training Compression Artifacts Reduction Network with Domain Adaptation,” Applications of Digital Image Processing XLIV, 2021.

57. Nayoung Kim and Je-Won Kang, “Dynamic Motion Estimation and Evolution Video Prediction Network,” IEEE Transactions on Multimedia, 2021.

56. Sang-hyo Park and Je-Won Kang, “Fast Multi-type Tree Partitioning for Versatile Video Coding Using a Lightweight Neural Network,” IEEE Transactions on Multimedia, 2020.

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

54. 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,” International Journal of Concrete Structures and Materials, 2020.

53. Hee-Jae Kim, Je-Won Kang, Byung-Uk Lee, “Super-resolution of Multi-view ERP 360-Degree Images with Two-Stage Disparity Refinement,” APSIPA, 2020.

52. Nayoung Kim, Seong Jong Ha, and Je-Won Kang, “Temporal Attention Feature Encoding for Video Captioning,” 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1279–1282, 2020. 

51. Sang-hyo Park and Je-Won Kang, “Context-based Ternary Tree Decision Method in Versatile Video Coding for Fast Intra Coding,” IEEE Access, 2019.

50. Jieun Lee, Hee-Sun Kim, Nayoung Kim, Eun-Mi Ryu, Je-Won Kang, “Learning to Detect Cracks on Damaged Concrete Surfaces Using Two-branched Convolutional Neural Network,” Sensors, 2019.

49. Sang-hyo Park and Je-Won Kang, “Fast Affine Motion Estimation for Versatile Video Coding (VVC) Encoding,” IEEE Access, 2019.

48. Aisha Khan, Jee Eun Sung, Je-Won Kang, “Multi-channel Fusion Convolutional Neural Network to Classify Syntactic Anomaly from Language-Related ERP Components,” Information Fusion, 2019.

47. Ye-Ji Mun and Je-Won Kang, “Ensemble of Random Binary Output Encoding for Adversarial Robustness,” IEEE Access, 2019.

46. Chaehwa Yoo, Nayoung Kim, and Je-Won Kang, “Relevance Regularization of Convolutional Neural Network for Interpretable Classification,” CVPR Workshop, 2019.

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

44. Nayoung Kim, Jung Kyung Lee, Chaehwa Yoo, Seunghyun Cho, and Je-Won Kang, “Video Generation and Synthesis Network for Long-term Video Interpolation,” APSIPA, 2018.

43. Jung Kyung Lee, Nayoung Kim, Seunghyun Cho, and Je-Won Kang, “Convolution Neural Network based Video Coding Technique using Reference Video Synthesis,” APSIPA, 2018.

42. Nayoung Kim and Je-Won Kang, “Long-term Video Generation with Evolving Residual Video Frames,” ICIP, 2018.

41. Hee-Sun Kim, Eun-Mi Ryu, Yoo-Jin Lee, Ji-Eun Lee, and Je-Won Kang, “Performance Evaluation of Fire Damaged Reinforced Concrete Beams using Machine Learning,” ICCCBE, 2018.

40. Je-Won Kang, “Novel Distribution Model of Transformed Coefficients in Video Coding Using Quad-tree Structured Block Partitioning,” Multidimensional Systems and Signal Processing, 2017.

39. Nayoung Kim and Je-Won Kang, “Bi-Directional Deformable Block-based Motion Estimation for Frame Rate-up Conversion of 360-degree Videos,” Electronics Letters, 2017.

38. Min-Joo Kang, Jung-Kyung Lee, Je-Won Kang, “Combining Random Forest with Multi-Block Local Binary Pattern Feature Selection for Multiclass Head Pose Estimation,” PLOS One, 2017.

37. Je-Won Kang, Woo-Shik Kim, Kei Kawamura, “Sample-adaptive Color Space Transform for Screen Content Video Coding,” Journal of Signal, Image and Video Processing, 2017.

36. Je-Won Kang and Soo-Kyung Ryu, “Sample-Adaptive-Prediction for HEVC SCC Intra Coding with Ridge Estimation from Spatially Neighboring Samples,” Eighth International Conference on Graphic and Image Processing (ICGIP 2016), vol. 10225, pp. 304–308, 2017. 

35. Ji-Eun Lee, Min-Joo Kang, and Je-Won Kang, “Ensemble of Binary Tree Structured Deep Convolutional Network for Image Classification,” APSIPA, 2017.

34. Khan Aisha, Jee Eun Sung, and Je-Won Kang, “Deep Learning Approach for Detecting Syntactic and Semantic Violations in Sentences Using ERP Signals,” ICT-CSCC, 2017.

33. Nayoung Kim, Gun Bang, and Je-Won Kang, “Deformable Block-based Motion Estimation in 360-degree Videos,” ICT-CSCC, 2017.

32. Soo-Kyung Ryu and Je-Won Kang, “Machine-Learning based Fast Intra Mode Decision Algorithm in HEVC,” ICT-CSCC, 2017.

31. Min-Joo Kang, Ji-Eun Lee, Je-Won Kang, “Learning Local Binary Patterns using Random Forest and Gaussian Pyramid for Head Pose Estimation,” ICEIC, 2017.

30. Soo-Kyung Ryu, Na-Young Kim, Je-Won Kang, “Color-Space Transform based on Independent Component Analysis in Video Coding,” ICEIC, 2017.

29. Je-Won Kang, Soo-Kyung Ryu, Na-Young Kim, Minjoo Kang, “Efficient Residual DPCM using an L-1 Robust Linear Prediction in Screen Content Video Coding,” IEEE Transactions on Multimedia, 2016.

28. Minjoo Kang and Je-Won Kang, “Intrusion Detection System using Deep Neural Network for In-Vehicle Network Security,” PLOS One, 2016.

27. Y. Chen, X. Zhao, L. Zhang, and J.-W. Kang, “Multiview and 3D Video Compression Using Neighboring Block based Disparity Vectors,” IEEE Transactions on Multimedia, 2016.

26. S.-H. Lee, Je-Won Kang, and C.-S. Kim, “Compressed Domain Video Saliency Detection Using Global and Local Spatiotemporal Features,” Journal of Visual Communication and Image Representation, 2016.

25. Minjoo Kang, Hayeon Lee, and Je-Won Kang, “Head Pose Estimation using Random Forest and Texture Analysis,” APSIPA, 2016.

24. Je-Won Kang and Soo-Kyung Ryu, “Sample-Adaptive-Prediction for HEVC SCC Intra Coding with Ridge Estimation from Spatially Neighboring Samples,” International Conference on Graphic and Image Processing, 2016.

23. M.-J. Kang and Je-Won Kang, “A Novel Intrusion Detection Method Using Deep Neural Network for In-Vehicle Network Security,” IEEE Vehicular Technology Conference, 2016.

22. J.-W. Kang, “Adaptive Residual DPCM Using Weighted Linear Combination of Adjacent Residues in Screen Content Video Coding,” Journal of Broadcast Engineering, vol. 20, no. 5, pp. 782–785, 2015. 

21. J.-W. Kang, “Structured Sparse Representation of Residue in Screen Content Video Coding,” Electronics Letters, 2015.

20. J.-W. Kang, “Sample Selective in HEVC Intra-prediction for Screen Content Video Coding,” Electronics Letters, 2015.

19. J.-W. Kang, “Sparcity-Induced Structured Transform in Intra Video Coding for Screen Contents,” Advances in Multimedia Information Processing – PCM, 2015.

18. S. Kim, Y. Lee, S. Hwang, J.-W. Kang, S. B. Jun, H. W. Lee, and S. J. Lee, “Development of Real-Time Closed-Loop Neurostimulation System for Epileptic Seizure Suppression,” Journal of Biomechanical Engineering, vol. 36, no. 1, pp. 95–102, 2015. 

17. J.-W. Kang and C.-S. Kim, “On DCT Coefficient Distribution in Video Coding using Quad-tree Structured Partition,” APSIPA, 2014.

16. J.-W. Kang, R. Joshi, J. Sole, and M. Karczewicz, “Explicit RDPCM for Screen Contents Coding,” ISCE, 2014.

15. J.-W. Kang, Y. Chen, L. Zhang, and M. Karczewicz, “Low Complexity Neighboring Block Based Disparity Vector Derivation in 3D-HEVC,” ISCAS, 2014.

14. L. Zhang, J.-W. Kang, X. Zhao, Y. Chen, and M. Karczewicz, “Block Based Disparity Vector Derivation for 3D-AVC,” VCIP, 2014.

13. J.-W. Kang, M. Gabbouj, and C.-C. J. Kuo, “Sparse/DCT Two-Layered Representation of Prediction Residuals for Video Coding,” IEEE Transactions on Image Processing, 2013.

12. Y. Chen, J.-W. Kang, L. Zhang, X. Zhao, Y. K. Wang, R. Joshi, and M. Karczewicz, “CE2. a Related: MB-Level NBDV for 3D-AVC,” Joint Collaborative Team on 3D Video Coding Extension Development, Doc. JCT3V-D0185, Incheon, Korea, 2013. 

11. 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,” Journal of Visual Communication and Image Representation, 2013.

10. J.-W. Kang, Y. Chen, L. Zhang, X. Zhao, and M. Karczewicz, “Neighboring Block Based Disparity Vector Derivation for Multi-view Compatible 3D-AVC,” SPIE Electronics, 2013.

9. L. Zhang, J.-W. Kang, X. Zhao, Y. Chen, and R. Joshi, “Neighboring Block Based Disparity Vector Derivation for 3D-AVC,” 2013 Visual Communications and Image Processing (VCIP), pp. 1–6, 2013.

8. J. Chen, V. Seregin, M. Zhou, B. Jeon, S. Lei, E. Nassor, K. Ugur, A. Segall, A. Tabatabai, H. Yu, J.-W. Kang, Y. Ye, W. Zhang, and P. Bordes, “A Proposal for Scalable HEVC Test Model,” JCTVC-K0348, Joint Collaborative Team on Video Coding (JCT-VC) of ITU-T SG, 2012. 5.

7. J. -W. Kang, Y. Chen, L. Zhang, and M. Karczewicz, “3D-CE5. h related: Improvements for Disparity Vector Derivation,” JCT3V-B0047, Joint Collaborative Team on 3D Video Coding Extensions (JCT-3V), 2nd Meeting, Shanghai, China, 2012.

6. S.-H. Kim, J.-W. Kang, and C.-C. J. Kuo, “Improved H.264/AVC Lossless Intra Coding with Two-Layered Residual Coding (TRC),” IEEE Transactions on Circuits and Systems for Video Technology, 2011.

5. J.-W. Kang, S.-H. Kim, and C.-C. Jay Kuo, “Second-Order-Residual (SOR) Coding Technique with Super Macroblock and Inter-frame Stripe Prediction,” ICASSP, 2011.

4. J.-W. Kang, S.-H. Kim, R. Lou, and C.-C. Jay Kuo, “Improved FOR-SOR Based Video Coding and Its Performance Analysis,” ICIP, 2011.

3. J.-W. Kang, R. Cohen, A. Vetro and C.-C. Jay Kuo, “Dictionary Based Video Coding with Reduced Side Information,” ISCAS, 2011.

2.  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,” IEEE Transactions on Image Processing, 2010.

1. J.-W. Kang, S.-H. Cho, N.-H. Hur, C.-S. Kim, and S.-U. Lee, “Graph Theoretical Optimization of Prediction Structure in Multiview Video Coding,” ICIP, 2007.