Research output

Research output per year 2006 2011 2013 2015 2016 2017 2019 2020 2021 2022 2022

• 29 Article
• 27 Conference contribution

Research output per year

Research output per year

Search results

• 2022

  CNN Based Multi-view Image Quality Enhancement

  Jeon, G. L., Kim, H. J., Yeo, E. & Kang, J. W., 2022, ICUFN 2022 - 13th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 372-375 4 p. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2022-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image quality 100%
  • Optical flows 59%
  • Signal to noise ratio 44%
  1 Scopus citations

• Future Object Localization in Autonomous Driving Using Ego-Centric Images and Motions

  Jo, S., Lee, J. K. & Kang, J. W., 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1035-1039 5 p. (Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Autonomous agents 100%
  • Collision avoidance 81%
  • Probability distributions 77%
  • Trajectories 56%

• RELATION ENHANCED VISION LANGUAGE PRE-TRAINING

  Lee, J. H. & Kang, J. W., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 2286-2290 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Semantics 100%

• Unsupervised Domain Adaptation for Segmentation with Black-box Source Model

  Liu, X., Yoo, C., Xing, F., Kuo, C. C. J., El Fakhri, G., Kang, J. W. & Woo, J., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 1203210. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Distillation 100%
  • boxes 99%
  • Information Storage and Retrieval 95%
  • Entropy 85%
  • Privacy 62%
  2 Scopus citations
• 2021

  Rate-Distortion Optimized Temporal Segmentation Using Reinforcement Learning for Video Coding

  Lee, J. K., Kim, N. & Kang, J. W., 2021, 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1598-1601 4 p. (2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2021 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • learning 100%
  • reinforcement 97%
  • Reinforcement learning 91%
  • Image coding 91%
  • coding 85%

• Training compression artifacts reduction network with domain adaptation

  Ham, Y. J., Yoo, C. & Kang, J. W., 2021, Applications of Digital Image Processing XLIV. Tescher, A. G. & Ebrahimi, T. (eds.). SPIE, 118420U. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11842).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Training 100%
  • Compression 96%
  • education 92%
  • artifacts 87%
  • Quality Factor 78%

• Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature

  Kim, N., Ha, S. J. & Kang, J. W., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 1688-1697 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image compression 100%
  • Deep neural networks 95%
  • Linguistics 93%
  • Computational complexity 80%
  • Semantics 67%
  3 Scopus citations
• 2020

  Super-resolution of Multi-view ERP 360-Degree Images with Two-Stage Disparity Refinement

  Kim, H. J., Kang, J. W. & Lee, B. U., 7 Dec 2020, 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1283-1286 4 p. 9306358. (2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • projection 100%
  • Nonlinear distortion 80%
  • Image resolution 67%
  • Electric fuses 64%
  • Convolution 61%
  2 Scopus citations

• Temporal Attention Feature Encoding for Video Captioning

  Kim, N., Ha, S. J. & Kang, J. W., 7 Dec 2020, 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1279-1282 4 p. 9306402. (2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • decoders 100%
  • coding 91%
  • Fusion 38%
  • Loss Function 37%
  • sentences 34%
• 2019

  Convolution Neural Network based Video Coding Technique using Reference Video Synthesis

  Lee, J. K., Kim, N., Cho, S. & Kang, J. W., 4 Mar 2019, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 505-508 4 p. 8659611. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  • Convolution 99%
  • Neural networks 61%
  • Motion compensation 59%
  • Motion estimation 53%
  11 Scopus citations

• Relevance regularization of convolutional neural network for interpretable classification

  Yoo, C. H., Kim, N. & Kang, J. W., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 40-43 4 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convolutional neural networks 100%
  • Chemical activation 49%
  • Learning algorithms 45%
  • Chemical analysis 35%

• Video Generation and Synthesis Network for Long-term Video Interpolation

  Kim, N., Lee, J. K., Yoo, C. H., Cho, S. & Kang, J. W., 4 Mar 2019, 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 705-709 5 p. 8659743. (2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Interpolation 100%
  • Deep learning 52%
  • Electric fuses 30%
  • Cost functions 26%
  2 Scopus citations
• 2018

  Ensemble of binary tree structured deep convolutional network for image classification

  Lee, J. E., Kang, M. J. & Kang, J. W., 5 Feb 2018, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1448-1451 4 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Binary trees 100%
  • Image classification 86%
  • Deep neural networks 78%
  • Convolutional neural networks 73%
  • Anchors 20%
  6 Scopus citations

• Long-Term Video Generation with Evolving Residual Video Frames

  Kim, N. & Kang, J. W., 29 Aug 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 3578-3582 5 p. 8451079. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Pixels 100%
  • Convolutional neural networks 60%
  • Deep learning 59%
  • Textures 53%
  5 Scopus citations
• 2017

  Head pose estimation using random forest and texture analysis

  Kang, M. J., Lee, H. Y. & Kang, J. W., 17 Jan 2017, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820742. (2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Random forests 100%
  • Textures 75%
  • Lighting 50%
  1 Scopus citations

• Sample-adaptive-prediction for HEVC SCC intra coding with ridge estimation from spatially neighboring samples

  Kang, J. W. & Ryu, S. K., 2017, Eighth International Conference on Graphic and Image Processing, ICGIP 2016. Zeng, Z., Pham, T. D. & Vozenilek, V. (eds.). SPIE, 102251J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10225).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ridge 100%
  • Video Coding 86%
  • Coding 85%
  • ridges 85%
  • Image coding 84%
• 2016

  A novel intrusion detection method using deep neural network for in-vehicle network security

  Kang, M. J. & Kang, J. W., 5 Jul 2016, 2016 IEEE 83rd Vehicular Technology Conference, VTC Spring 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7504089. (IEEE Vehicular Technology Conference; vol. 2016-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Intrusion Detection 100%
  • Network Security 91%
  • Packet networks 64%
  • Network security 59%
  • Intrusion detection 55%
  119 Scopus citations
• 2015

  Sparcity-induced structured transform in intra video coding for screen contents

  Kang, J. W., 2015, Advances in Multimedia Information Processing – PCM 2015 - 16th Pacific-Rim Conference on Multimedia, Proceedings. Ho, Y-S., Ro, Y. M., Kim, J., Wu, F. & Sang, J. (eds.). Springer Verlag, p. 300-307 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9315).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Video Coding 100%
  • Image coding 48%
  • Transform 36%
  • Coding Gain 21%
  • Experiments 17%
• 2014

  Explicit residual DPCM for screen contents coding

  Kang, J., Joshi, R., Sole, J. & Karcziwicz, M., 2014, ISCE 2014 - 18th IEEE International Symposium on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., 6884328. (Proceedings of the International Symposium on Consumer Electronics, ISCE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  4 Scopus citations

• Low complexity Neighboring Block based Disparity Vector Derivation in 3D-HEVC

  Kang, J. W., Chen, Y., Zhang, L. & Karczewicz, M., 2014, 2014 IEEE International Symposium on Circuits and Systems, ISCAS 2014. Institute of Electrical and Electronics Engineers Inc., p. 1921-1924 4 p. 6865536. (Proceedings - IEEE International Symposium on Circuits and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  • Textures 80%
  9 Scopus citations

• On DCT coefficient distribution in video coding using quad-tree structured partition

  Kang, J. W. & Kim, C. S., 12 Feb 2014, 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014. Institute of Electrical and Electronics Engineers Inc., 7041654. (2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  3 Scopus citations
• 2013

  Neighboring block based disparity vector derivation for 3D-AVC

  Zhang, L., Kang, J., Zhao, X., Chen, Y. & Joshi, R., 2013, IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing. 6706401. (IEEE VCIP 2013 - 2013 IEEE International Conference on Visual Communications and Image Processing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  • Textures 53%
  5 Scopus citations

• Neighboring block based disparity vector derivation for multiview compatible 3D-AVC

  Kang, J., Chen, Y., Zhang, L., Zhao, X. & Karczewicz, M., 2013, Applications of Digital Image Processing XXXVI. 88560W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8856).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Crystalline Texture 100%
  • Texture 96%
  • coding 95%
  • derivation 86%
  • Coding 77%
• 2011

  Efficient dictionary based video coding with reduced side information

  Kang, J. W., Kuo, C. C. J., Cohen, R. & Vetro, A., 2011, 2011 IEEE International Symposium of Circuits and Systems, ISCAS 2011. p. 109-112 4 p. 5937513. (Proceedings - IEEE International Symposium on Circuits and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  • Glossaries 97%
  13 Scopus citations

• FOR/SOR video coding with super macroblock and inter-frame stripe prediction

  Kang, J. W., Kim, S. H. & Kuo, C. C. J., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 821-824 4 p. 5946530. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  2 Scopus citations

• Improved FOR/SOR-based video coding and its performance analysis

  Kang, J. W., Lou, C. C., Kim, S. H. & Kuo, C. C. J., 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 3505-3508 4 p. 6116470. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  1 Scopus citations
• 2006

  Graph theoretical optimization of prediction structure in multiview video coding

  Kang, J. W., Cho, S. H., Hur, N. H., Kim, C. S. & Lee, S. U., 2006, 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. IEEE Computer Society, p. 429-432 4 p. 4379613. (Proceedings - International Conference on Image Processing, ICIP; vol. 6).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image coding 100%
  • Motion compensation 39%
  • Graph theory 37%
  • Compensation and Redress 25%
  8 Scopus citations