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Sanzhar Askaruly, Hyunmo Yang, Nurbolat Aimakov, Geoseong Na, Yujin Ahn, Joon S You, Gil-Jin Jang, Jeong Hun Jang, Woonggyu Jung. Advanced ear examination using deep learning-assisted mobile otoscope. In Proceedings of Optics and Biophotonics in Low-Resource Settings VIII, SPIE
Publication date 2022/3/7
(Poster) Jungi Lee; JongWon Jang; Jangwon Lee; Gil-Jin Jang; MinHo Lee. Korean Traditional Document Translation Using Transformer In Bidirectional-CRF. In Proceedings of International Conference on Information and Communication Technology Convergence (ICTC 2021), Pages 1738-1742. October 2021.
Dates and Location: 20-22 October 2021; Jeju, South Korea (added to IEEE Xplore at 07 December 2021)
Presented: Friday, 22 October 2021, Poster Session 8E 8:30-10:10, http://ictc.org/
Electronic ISBN:978-1-6654-2383-0, Print on Demand(PoD) ISBN:978-1-6654-2384-7, Print on Demand(PoD) ISSN: 2162-1233
DOI: 10.1109/ICTC52510.2021.9621001
ACK: This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017M3C1B6071400), Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No. R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding), the BK21 Plus project funded by the Ministry of Education, Korea (21A20131600011), and the Technology Innovation Program (20016180, Forecast of overseas inflow of new infectious diseases and development of intelligent blocking technology) funded By the Ministry of Trade, Industry & Energy (MOTIE, Korea).
Sangwon Lee, Youngjae Park, Jinhee Park, Giljin Jang, Hyemi Kim. Multi-target Learning on asymmetric U-Net for PNI boundary detection. In Proceedings of the 9th International Conference on Big Data Applications and Services (BIGDAS2021), Vol.9, No.1, Pages 127-131
Date and location: November 25-27, 2021; Jeju Island, Korea
ISSN 2466-135X Hosted by Korea Big Data Service Society
DOI: https://doi.org/10.1109/ICTC52510.2021.9621001
ACKNOWLEDGMENT: This research is supported Year 2021 Copyright Technology R&D Program by Ministry of Culture, Sports and Tourism and Korea Copyright Commission (Project Name: Development of high-speed music search technology using deep learning, Project Number: 2021-hs-9500, Contribution Rate: 50%) and by the Technology Innovation Program (20016180, Forecast of overseas inflow of new infectious diseases and development of intelligent blocking technology) funded By the Ministry of Trade, Industry & Energy (MOTIE, Korea, Contribution Rate: 50%).
Sangwon Lee, Gil-Jin Jang, Hyemi Kim. Asymmetric U-Net for Weakly Supervised Sound Event Detection. 한국인공지능학회 추계 학술대회
Date of Conference: November 4-6, 2021
ACKNOWLEDGMENT: This research is supported Year 2021 Copyright Technology R&D Program by Ministry of Culture, Sports and Tourism and Korea Copyright Commission (Project Name: Development of high-speed music search technology using deep learning, Project Number: 2021-hs-9500, Contribution Rate: 50%) and by the Technology Innovation Program (20016180, Forecast of overseas inflow of new infectious diseases and development of intelligent blocking technology, Contribution Rate: 50%) funded By the Ministry of Trade, Industry & Energy (MOTIE, Korea).
(Oral) Sangwon Lee, Gil-Jin Jang*. Stochastic Drop of Kernel Windows for Improved Generalization in Convolution Neural Networks. In Proceedings of the 2nd International Conference on Intelligent Human Systems Integration (IHSI 2019): Integrating People and Intelligent Systems, Pages 223-227, February, 2019,
Dates and Location: February 7-10, 2019, San Diego, California, USA
Presented: Saturday February 9, 2019, Session 2 8:30-10:30 (IHSI 2: Intelligence, Technology and Analytics I), http://ihsint.org/
ISSN 2194-5357 ISSN 2194-5365 (electronic)
ISBN 978-3-030-11050-5 ISBN 978-3-030-11051-2 (eBook)
DOI: https://doi.org/10.1007/978-3-030-11051-2_34
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No. R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%) and by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017M3C1B6071400).
(Extended Abstract/poster) Seungtae Kang, Gil-Jin Jang*. Loss Function Weighting Based on Source Dominance for Monaural Source Separation Using Recurrent Neural Networks. 14th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA). July 2018.
Dates and Location: July 2-6, 2018. University of Surrey, Guildford, UK.
Presented: Conference Day 3, Thursday, July 5, 13:40-15:00
DOI: N/A
ISBN: N/A
ACK: Corresponding Author is Gil-Jin Jang. This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017M3C1B6071400, 50%) and by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government(MSIT) (No.2017-0-00053, A Technology Development of Artificial Intelligence Doctors for Cardiovascular Disease, 50%).
(Oral) Sangwon Lee, Gil-Jin Jang*. Multi-Hop Global Average Pooling for Convolutional Neural Networks for Image Classification. In Proceedings of The Third International Conference On Consumer Electronics (ICCE) Asia, pages 248-251, June 2018.
Dates and Location: June 24 (Sun) - (Tue), 2018, Ramada Plaza Hotel, Jeju, Korea.
Presented: Tuesday, June 26, 2018, RS07 Image/Signal Processing.
ISSN N/A ISBN N/A
DOI: N/A
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No. R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%, and No. 2017-0-00053, A Technology Development of Artificial Intelligence Doctors for Cardiovascular Disease, 50%).
학회규모(source: https://youthpress.net/xe/index.php?mid=kypnews_article_culture&document_srl=416452&listStyle=viewer)
총 233건의 논문이 지원되었으며 이 중 177개 즉 75.9%가 채택되어 발표됨.
지원국은 16개국으로 한국, 일본, 중국, 미국 등을 포함
주요 주제는 5가지로 인공지능 및 머신러닝, 이미지 미디어 프로세싱, 반도체 로봇 및 드론과 자동화, 무선 통신 시스템
컨퍼런스에는 제주과학고등학교 학생 104명, 제주제일고등학교 125명이 참여
(Poster) Zahra Shah, Minsu Kim, Gil-Jin Jang*. Image Pattern Classification Using MFCC and HMM. In Proceedings of The Third International Conference On Consumer Electronics (ICCE) Asia, pages 416-418, June 2018.
Dates and Location: June 24 (Sun) - (Tue), 2018, Ramada Plaza Hotel, Jeju, Korea.
Presented: Monday, June 25, 2018, PS01 Poster Session
ISSN N/A ISBN N/A
DOI: N/A
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No. R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%, and No. 2017-0-00053, A Technology Development of Artificial Intelligence Doctors for Cardiovascular Disease, 50%).
(Poster) Seungtae Kang, Gil-Jin Jang*, Minho Lee. Lighting Variability Correction for Pill Identification. In Proceedings of The Third International Conference On Consumer Electronics (ICCE) Asia, pages 368-371, June 2018.
Dates and Location: June 24 (Sun) - (Tue), 2018, Ramada Plaza Hotel, Jeju, Korea.
Presented: Monday, June 25, 2018, PS01 Poster Session
ISSN N/A ISBN N/A
DOI: N/A
ACK: This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017R1E1A2A02023371, 50%) and by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%).
통신학회, Seungtae, Sangwon
(Abstract/poster) 김민수, 장길진. i-벡터와 집적 계층적 군집화를 이용한 화자 분류와 이를 이용한 화자적응 방법. 2018 뇌와 인공지능 심포지엄. pp. 157.
Minsu Kim, Gil-Jin Jang. Speaker Grouping using i-Vectors and Agglomerative Hierarchical Clustering for Speaker Adaptation. pp. 157.
Dates: January 30-31, 2018. Presented: January 31, 2018.
Conference Location: 웰리힐리파크 골드홀, 루비홀
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%), and by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017M3C1B6071400, 50%).
(Abstract/poster) 오동훈, 강승태, 이상원, 장길진. 순환 신경망 앙상블 모델을 사용한 EMR 데이터 예측. 2018 뇌와 인공지능 심포지엄. pp. 159.
Donghoon Oh, Seungtae Kang, Sangwon Lee, Gil-Jin Jang. Ensemble Model-Based Prediction Using Recurrent Neural Networks for Electronic Medical Record. pp. 159.
Dates: January 30-31, 2018. Presented: January 31, 2018.
Conference Location: 웰리힐리파크 골드홀, 루비홀
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding (50%), No.2017-0-00053, A Technology Development of Artificial Intelligence Doctors for Cardiovascular Disease (50%)).
Jangwon Lee, Gil-Jin Jang, Jeong-Sik Park. Traditional Hanja Handwriting Recognition Using VGGNet. International Conference on Electronics, Information and Communication (ICEIC 2018). pp. 1150-1153, 26 January 2018.
Dates: January 24-27, 2018. Presented: January 26, 2018.
Conference Location: Sheraton Waikiki Hotel, Honolulu, Hawaii, USA
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%) and by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017R1E1A2A02023371, 50%).
Minsu Kim, Gil-Jin Jang, Ji-Hwan Kim. i-Vector-based Speaker Clustering and Model Adaptation for Large Scale Speech Recognition. International Conference on Electronics, Information and Communication (ICEIC 2018). pp. 1146-1150, 26 January 2018.
Dates: January 24-27, 2018. Presented: January 26, 2018.
Conference Location: Sheraton Waikiki Hotel, Honolulu, Hawaii, USA
ACK: This work was supported by Institute for Information and communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding, 50%) and by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017R1E1A2A02023371, 50%).
Jegyung Son, Gil-Jin Jang, and Minho Lee*. Temporal Attention Neural Network for Video Understanding. International Conference on Neural Information Processing. Lecture Notes in Computer Science, vol 10635. Springer, Cham. pages 422-430. 15 November 2017.
Presented: Wednesday, November 15, 4:00PM-6:00PM
DOI: https://doi.org/10.1007/978-3-319-70096-0_44
Print ISBN: 978-3-319-70095-3 Online ISBN: 978-3-319-70096-0 Publisher: Springer, Cham
Conference Location: November 14-18, 2017, Guangzhou, China
ACK: This work was partly supported by Institute for Information & communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (R7124-16-0004, Development of Intelligent Interaction Technology Based on Context Awareness and Human Intention Understanding) (50%) and the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2016R1E1A2020559) (50%).
Sangwon Lee, Gil-Jin Jang. Recognition Model Based on Residual Networks for Cursive Hanja Recognition. International Conference on Information and Communication Technology Convergence (ICTC), Pages 580-584. 20 October 2017.
Presented: 20 Oct. 2017
Electronic ISBN: 978-1-5090-4032-2 USB ISBN: 978-1-5090-4031-5 Print on Demand(PoD) ISBN: 978-1-5090-4033-9 Publisher: IEEE
Conference Location: Jeju Island, Korea (South)
ACK: This work was supported by Institute for Information & communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No.2017-0-00053, A Technology Development of Artificial Intelligence Doctors for Cardiovascular Disease, 50%) and National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017R1E1A2A02023371, 50%).
Dong Hoon Oh, Zahra Shah, Gil-Jin Jang. Line-Break Prediction of Hanmun Text using Recurrent Neural Networks. International Conference on Information and Communication Technology Convergence (ICTC), Pages 720-724 721-725. 18 October 2017
Presented: 18 Oct. 2017
Electronic ISBN: 978-1-5090-4032-2 USB ISBN: 978-1-5090-4031-5 Print on Demand(PoD) ISBN: 978-1-5090-4033-9 Publisher: IEEE
DOI: 10.1109/ICTC.2017.8190763
Conference Location: Jeju Island, Korea (South)
ACK: This work was supported by Institute for Information & communications Technology Promotion (IITP) grant funded by the Korea government (MSIT) (No.2017-0-00053, A Technology Development of Artificial Intelligence Doctors for Cardiovascular Disease, 50%) and National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2017R1E1A2A02023371, 50%).
Han-Gyu Kim, Gil-Jin Jang, Ho-Jin Choi, Minho Kim, Young-Won Kim, Jaehun Choi. Recurrent neural networks with missing information imputation for medical examination data prediction. Proceedings of the IEEE International Conference on Big Data and Smart Computing (BigComp), pages 317-323.
Date of Conference: 13-16 Feb. 2017 Conference Location: Jeju, South Korea
DOI: 10.1109/BIGCOMP.2017.7881685
Electronic ISBN: 978-1-5090-3015-6 USB ISBN: 978-1-5090-3014-9 Print on Demand(PoD) ISBN: 978-1-5090-3016-3 Electronic ISSN: 2375-9356
Publisher: IEEE Computer Society
Gil-Jin Jang*, Minho Kim, Young-Won Kim, Jaehun Choi. Prediction of medical examination results using radial-basis function networks. Proceedings of the IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia). October 2016
DOI: 10.1109/ICCE-Asia.2016.7804745
Date of Conference: 26-28 Oct. 2016
Electronic ISBN: 978-1-5090-2743-9 Print on Demand(PoD) ISBN: 978-1-5090-2744-6 Publisher: IEEE
Conference Location: Seoul, South Korea
ACK: This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2016R1E1A2020559), and by the ICT R&D program of MSIP/IITP [B0101-15-247, Development of open ICT healing platform using personal health data]. This study used NHIS-NSC data (NHIS-2015-2-017) made by National Health Insurance Service (NHIS) in Korea. The authors declare no conflict of interest with NHIS.
Han-Gyu Kim, Gil-Jin Jang, Ho-Jin Choi*, Minho Kim, Young-Won Kim, Jaehun Choi. Medical Examination Data Prediction Using Simple Recurrent Network and Long Short-Term Memory. Proceedings of the Sixth International Conference on Emerging Databases (EDB 2016), Pages 26-34
DOI: 10.1145/3007818.3007832
ACM, Jeju, Republic of Korea, October 17-19, 2016
ISBN: 978-1-4503-4754-9
ACK: This work was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIP) (No. NRF-2016R1E1A2020559 and No. 2010-0028631), and by the ICT R&D programof MSIP/IITP [B0101-15-247, Development of open ICT healing platform using personal health data]. This study used NHIS-NSC data (NHIS-2015-2-017) made by National Health Insurance Service (NHIS) in Korea. The authors declare no conflict of interest with NHIS.
Jonghong Kim, Gil-Jin Jang, Minho Lee. Investigation of the Efficiency of Unsupervised Learning for Multi-task Classification in Convolutional Neural Network. Proceedings of the International Conference on Neural Information Processing, pp. 547-554.
DOI: 10.1007/978-3-319-46675-0_60
Date of Conference: 16-21 Oct. 2016
Print ISBN 978-3-319-46674-3 Online ISBN 978-3-319-46675-0 Publisher Name Springer, Cham
Jihun Kim, Seonggyu Kim, Rammohan Mallipeddi, Giljin Jang, Minho Lee. Adaptive driver assistance system based on Traffic Information Saliency Map. Proceedings of the International Joint Conference on Neural Networks (IJCNN), pages 1918-1923.
DOI: 10.1109/IJCNN.2016.7727434
Conference Location: Vancouver, BC, Canada
Date of Conference: 24-29 July 2016
Electronic ISSN: 2161-4407 Electronic ISBN: 978-1-5090-0620-5 USB ISBN: 978-1-5090-0619-9 Print on Demand(PoD) ISBN: 978-1-5090-0621-2 Publisher: IEEE
Amin Jalali, Giljin Jang, Jun-Su Kang, Minho Lee. Convolutional Neural Networks Considering Robustness Improvement and Its Application to Face Recognition. Proceedings of the International Conference on Neural Information Processing. Lecture Notes in Computer Science, vol 9492. Springer, Cham. pp 240-245.
DOI 10.1007/978-3-319-26561-2_29
Date of Conference: 9-12 Nov 2015. Istanbul, Turkey
Print ISBN 978-3-319-26560-5 Online ISBN 978-3-319-26561-2
Jeong-Sik Park, Gil-Jin Jang*. Implementation of Voice Emotion Recognition for Interaction with Mobile Agent. Proceedings of the International Conference on Human-Agent Interaction, Pages 307-308
doi: 0.1145/2814940.2815004
Daegu, Kyungpook, Republic of Korea; October 21-24, 2015
ACM New York, NY, USA
ISBN: 978-1-4503-3527-0
Jaejoon Hwang, Yoojin Nam, Sangheon Lee, Gil-Jin Jang*. Implementation of Doorlock System Using Face Recognition. Proceedings of the International Conference on Human-Agent Interaction, Pages 181-182, Daegu, Kyungpook, Republic of Korea; October 21-24, 2015
DOI: http://dx.doi.org/10.1145/2814940.2814969
Presented Ocober 23, 2015
ACM New York, NY, USA
ISBN: 978-1-4503-3527-0
Jeong-Sik Park, Gil-Jin Jang*. Implementation of Voice Emotion Recognition for Interaction with Mobile Agent. Proceedings of the International Conference on Human-Agent Interaction, Pages 307-308, Daegu, Kyungpook, Republic of Korea; October 21-24, 2015
doi: 10.1145/2814940.2815004
Presented Ocober 23, 2015
ACM New York, NY, USA
ISBN: 978-1-4503-3527-0
Gil-Jin Jang, Jeong-Sik Park, Ahra Jo, Ji-Hwan Kim. Facial Emotion Recognition Using Active Shape Models and Statistical Pattern Recognizers. Proceedings of the International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), pages 514-517.
DOI: 10.1109/BWCCA.2014.110
Date of Conference: 8-10 Nov. 2014
Conference Location: Guangdong, China
Electronic ISBN: 978-1-4799-4173-5 CD-ROM ISBN: 978-1-4799-4174-2 Publisher: IEEE
Donghyun Lee, Minkyu Lim, Myoung-Wan Koo, Jungyun Seo, Gil-Jin Jang, Ji-Hwan Kim, Jeong-Sik Park. Development of Small Footprint Korean Large Vocabulary Speech Recognition for Commanding a Standalone Robot. Proceedings of the International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), pages 536-540.
DOI: 10.1109/BWCCA.2014.112
Date of Conference: 8-10 Nov. 2014
Conference Location: Guangdong, China
Electronic ISBN: 978-1-4799-4173-5 CD-ROM ISBN: 978-1-4799-4174-2 Publisher: IEEE