Gil-Jin Jang

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Gil-Jin Jang

Professor

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1998 …2024

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  • 2021

    Korean Traditional Document Translation Using Transformer In Bidirectional-CRF

    Lee, J., Jang, J. W., Lee, J., Jang, G. J. & Lee, M. H., 2021, ICTC 2021 - 12th International Conference on ICT Convergence: Beyond the Pandemic Era with ICT Convergence Innovation. IEEE Computer Society, p. 1738-1742 5 p. (International Conference on ICT Convergence; vol. 2021-October).

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

  • 2019

    Stochastic drop of kernel windows for improved generalization in convolution neural networks

    Lee, S. & Jang, G. J., 2019, Intelligent Human Systems Integration 2019 - Proceedings of the 2nd International Conference on Intelligent Human Systems Integration IHSI 2019: Integrating People and Intelligent Systems, 2019. Ahram, T. & Karwowski, W. (eds.). Springer Verlag, p. 223-227 5 p. (Advances in Intelligent Systems and Computing; vol. 903).

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

  • 2018

    Hybridized character-word embedding for korean traditional document translation

    Yu, H., Jang, G. J. & Lee, M., 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Ozawa, S. & Leung, A. C. S. (eds.). Springer Verlag, p. 82-89 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11303 LNCS).

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

  • Image Pattern Classification Using MFCC and HMM

    Shah, Z., Kim, M. & Jang, G. J., 28 Nov 2018, 2018 IEEE International Conference on Consumer Electronics - Asia, ICCE-Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8552112. (2018 IEEE International Conference on Consumer Electronics - Asia, ICCE-Asia 2018).

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

    1 Scopus citations

  • Lighting Variability Correction for Pill Identification

    Kang, S., Jang, G. J. & Lee, M., 28 Nov 2018, 2018 IEEE International Conference on Consumer Electronics - Asia, ICCE-Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8552143. (2018 IEEE International Conference on Consumer Electronics - Asia, ICCE-Asia 2018).

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

  • 2017

    Line-break prediction of hanmun text using recurrent neural networks

    Oh, D. H., Shah, Z. & Jang, G. J., 12 Dec 2017, International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017. Institute of Electrical and Electronics Engineers Inc., p. 720-724 5 p. (International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017; vol. 2017-December).

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

    1 Scopus citations

  • Prediction of medical examination results using radial-basis function networks

    Jang, G. J., Kim, M., Kim, Y. W. & Choi, J., 3 Jan 2017, 2016 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2016. Institute of Electrical and Electronics Engineers Inc., 7804745. (2016 IEEE International Conference on Consumer Electronics-Asia, ICCE-Asia 2016).

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

    2 Scopus citations

  • Recognition model based on residual networks for cursive Hanja recognition

    Lee, S. & Jang, G. J., 12 Dec 2017, International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017. Institute of Electrical and Electronics Engineers Inc., p. 579-583 5 p. (International Conference on Information and Communication Technology Convergence: ICT Convergence Technologies Leading the Fourth Industrial Revolution, ICTC 2017; vol. 2017-December).

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

    5 Scopus citations

  • Recurrent neural networks with missing information imputation for medical examination data prediction

    Kim, H. G., Jang, G. J., Choi, H. J., Kim, M., Kim, Y. W. & Choi, J., 17 Mar 2017, 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017. Institute of Electrical and Electronics Engineers Inc., p. 317-323 7 p. 7881685. (2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017).

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

    30 Scopus citations

  • Temporal Attention Neural Network for Video Understanding

    Son, J., Jang, G. J. & Lee, M., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Zhao, D., El-Alfy, E.-S. M., Liu, D., Xie, S. & Li, Y. (eds.). Springer Verlag, p. 422-430 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10635 LNCS).

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

    1 Scopus citations
  • 2016

    Adaptive driver assistance system based on Traffic Information Saliency Map

    Kim, J., Kim, S., Mallipeddi, R., Jang, G. & Lee, M., 31 Oct 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. Institute of Electrical and Electronics Engineers Inc., p. 1918-1923 6 p. 7727434. (Proceedings of the International Joint Conference on Neural Networks; vol. 2016-October).

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

    2 Scopus citations

  • Investigation of the efficiency of unsupervised learning for multi-task classification in convolutional neural network

    Kim, J., Jang, G. J. & Lee, M., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Hirose, A., Lee, M., Liu, D., Doya, K., Ikeda, K. & Ozawa, S. (eds.). Springer Verlag, p. 547-554 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9949 LNCS).

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

    2 Scopus citations

  • Medical examination data prediction using simple recurrent network and long short-term memory

    Kim, H. G., Jang, G. J., Choi, H. J., Kim, M., Kim, Y. W. & Choi, J., 17 Oct 2016, Proceedings of the 6th International Conference on Emerging Databases: Technologies, Applications, and Theory, EDB 2016. Leung, C. K. (ed.). Association for Computing Machinery, p. 26-34 9 p. (ACM International Conference Proceeding Series).

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

    5 Scopus citations
  • 2015

    Convolutional neural networks considering robustness improvement and its application to face recognition

    Jalali, A., Jang, G., Kang, J. S. & Lee, M., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Springer Verlag, p. 240-245 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

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

    10 Scopus citations

  • Implementation of doorlock system using face recognition

    Hwang, J., Nam, Y., Lee, S. & Jang, G., 21 Oct 2015, HAI 2015 - Proceedings of the 3rd International Conference on Human-Agent Interaction. Association for Computing Machinery, Inc, p. 181-182 2 p. (HAI 2015 - Proceedings of the 3rd International Conference on Human-Agent Interaction).

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

    1 Scopus citations

  • Implementation of voice emotion recognition for interaction with mobile agent

    Park, J. S. & Jang, G. J., 21 Oct 2015, HAI 2015 - Proceedings of the 3rd International Conference on Human-Agent Interaction. Association for Computing Machinery, Inc, p. 307-308 2 p. (HAI 2015 - Proceedings of the 3rd International Conference on Human-Agent Interaction).

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

    1 Scopus citations
  • 2014

    Development of small footprint korean large vocabulary speech recognition for commanding a standalone robot

    Lee, D., Lim, M., Koo, M. W., Seo, J., Jang, G. J., Kim, J. H. & Park, J. S., 20 Jan 2014, Proceedings - 2014 9th International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2014. Chen, X., Ikeda, M., Barolli, L. & Xhafa, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 536-540 5 p. 7016130. (Proceedings - 2014 9th International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2014).

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

  • Facial emotion recognition using active shape models and statistical pattern recognizers

    Jang, G. J., Park, J. S., Jo, A. & Kim, J. H., 20 Jan 2014, Proceedings - 2014 9th International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2014. Chen, X., Ikeda, M., Barolli, L. & Xhafa, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 514-517 4 p. 7016125. (Proceedings - 2014 9th International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2014).

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

    2 Scopus citations

  • Video-based emotion identification using face alignment and support vector machines

    Jang, G. J., Jo, A. & Park, J. S., 29 Oct 2014, HAI 2014 - Proceedings of the 2nd International Conference on Human-Agent Interaction. Association for Computing Machinery, p. 285-286 2 p. (HAI 2014 - Proceedings of the 2nd International Conference on Human-Agent Interaction).

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

    1 Scopus citations
  • 2013

    Noise reduction scheme for speech recognition in mobile devices

    Park, J. S., Jang, G. J. & Kim, J. H., 2013, Information Technology Convergence: Security, Robotics, Automations and Communication. Springer Verlag, p. 949-955 7 p. (Lecture Notes in Electrical Engineering; vol. 253 LNEE).

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

  • Performance improvement of human detection using thermal imaging cameras based on mahalanobis distance and edge orientation histogram

    Jo, A., Jang, G. J., Seo, Y. & Park, J. S., 2013, Information Technology Convergence: Security, Robotics, Automations and Communication. Springer Verlag, p. 817-825 9 p. (Lecture Notes in Electrical Engineering; vol. 253 LNEE).

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

    2 Scopus citations

  • Variable quantile level based noise suppression for robust speech recognition

    Lee, K., Jang, G. J., Park, J. S. & Kim, J. H., 2013, Information Technology Convergence: Security, Robotics, Automations and Communication. Springer Verlag, p. 1037-1045 9 p. (Lecture Notes in Electrical Engineering; vol. 253 LNEE).

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

  • 2012

    Particle filtering by sigmoidal weight update for speech pitch correction

    Kim, H. G., Park, J. S., Jang, G. J. & Oh, Y. H., 2012, Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012. p. 2574-2579 6 p. 6378133. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

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

  • 2007

    Independent vector analysis using non-spherical joint densities for the separation of speech signals

    Jang, G. J., Lee, I. & Lee, T. W., 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07. p. II629-II632 4217487. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

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

    10 Scopus citations
  • 2003

    A probabilistic approach to single channel blind signal separation

    Jang, G. J. & Lee, T. W., 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

    42 Scopus citations
  • 2002

    A Probabilistic Approach to Single Channel Blind Signal Separation

    Jang, G. J. & Lee, T. W., 2002, NIPS 2002: Proceedings of the 15th International Conference on Neural Information Processing Systems. Becker, S., Thrun, S. & Obermayer, K. (eds.). MIT Press Journals, p. 1173-1180 8 p. (NIPS 2002: Proceedings of the 15th International Conference on Neural Information Processing Systems).

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

    13 Scopus citations
  • 2000

    Improvement of speaker recognition system by individual information weighting

    Kim, S. H., Jang, G. J. & Oh, Y. H., 2000, 6th International Conference on Spoken Language Processing, ICSLP 2000. International Speech Communication Association, (6th International Conference on Spoken Language Processing, ICSLP 2000).

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