Difference between revisions of "Jiyong Oh"

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:e-mail: [mailto:jiyongoh@etri.re.kr jiyongoh@etri.re.kr]<br>
 
:e-mail: [mailto:jiyongoh@etri.re.kr jiyongoh@etri.re.kr]<br>
 
:address:<br>
 
:address:<br>
:1, Techno sunwhan-ro 10-gil, Yuga-myeon,<br>
+
:1, Techno sunwhan-ro 10-gil, Yuga-eup,<br>
 
: Dalseong-gun, Daegu, 42994, Korea.
 
: Dalseong-gun, Daegu, 42994, Korea.
 
|-
 
|-
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:* 2004.03.01-2006.02.24, M.S., Seoul National University. <br>
 
:* 2004.03.01-2006.02.24, M.S., Seoul National University. <br>
 
:* 1997.03.01-2004.02.20, B.S., Ajou University. <br>
 
:* 1997.03.01-2004.02.20, B.S., Ajou University. <br>
:* 1994.03.02-1997.02.05, Anyang High-School.
+
:* 1994.03.02-1997.02.05, Anyang High School.
 
<br>
 
<br>
  
 
== '''Research Interests''' ==
 
== '''Research Interests''' ==
:* Sensor Fusion for Autonomous Driving, <br>
+
:* Visual Object Tracking, Object Detection, <br>
:* Object Detection, Feature Extraction for Dimensionality Reduction, Pattern Classification, <br>
+
:* Sensor Fusion, Dimensionality Reduction, <br>
:* Pattern Recognition, Machine Learning, Computer Vision, etc. <br>
+
:* Pattern Recognition, Machine Learning, Computer Vision, and Their Applications. <br>
 
<br>
 
<br>
  
 
== '''Pulications''' ==
 
== '''Pulications''' ==
 
:<font size = 3>''International Journals'' </font><br>
 
:<font size = 3>''International Journals'' </font><br>
 +
:* Daewoong Cha, Sohee Jeong, Minwoo Yoo, '''Jiyong Oh''', and Dong Seog Han, "[https://www.mdpi.com/2079-9292/10/10/1144 Multi-Input Deep Learning based FMCW Radar Signal Classification]," ''Electronics'' 2021, 10(10), 1144.<br>
 +
 
:* '''Jiyong Oh''', Sung Joon Son, Sangkuk Lee, Ji-Won Kwon, and Nojun Kwak, "[http://link.springer.com/article/10.1007/s10032-017-0281-y?wt_mc=Internal.Event.1.SEM.ArticleAuthorOnlineFirst Online recognition of handwritten music symbols]," ''International Journal on Document Analysis and Recognition'', vol. 20, issue 2, pp. 79-89, June 2017.<br>
 
:* '''Jiyong Oh''', Sung Joon Son, Sangkuk Lee, Ji-Won Kwon, and Nojun Kwak, "[http://link.springer.com/article/10.1007/s10032-017-0281-y?wt_mc=Internal.Event.1.SEM.ArticleAuthorOnlineFirst Online recognition of handwritten music symbols]," ''International Journal on Document Analysis and Recognition'', vol. 20, issue 2, pp. 79-89, June 2017.<br>
  
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<br>
 
<br>
 
:<font size = 3>''International Conferences'' </font><br>
 
:<font size = 3>''International Conferences'' </font><br>
:* '''Jiyong Oh''', Ki-Seok Kim, Miryong Park, and Sungho Kim, "A Comparative Study on Camera-Radar Calibration Methods," Proceedings of the 15th International Conference on ''Control, Automation, Robotics and Vision'' ([https://www.icarcv.net/ ICARCV 2018]), Singapore, Nov. 20 (18-21), 2018.
+
:* '''Jiyong Oh''', Joon-Goo Lee, Hea-Min Lee, Seung-Woo Nam, Man-Soo Shin, and Sangjoon Choi, "A Person-Following Robot Using Siamese Network-Based RGBD Tracking," 21th International Conference on Control, Automation and Systems ([http://2021.iccas.org/ ICCAS 2021]), Jeju, Korea, Oct. 12-15, 2021.
  
:* Sangkuk Lee, Sung Joon Son, '''Jiyong Oh''', and Nojun Kwak, "[http://ieeexplore.ieee.org/document/7885856/ Handwritten Music Symbol Classification Using Deep Convolutional Neural Networks]," 2016 International Conference on ''Information Science and Security'' (ICISS), Pattaya, Thailand, Dec. 21 (19-22), 2016.
+
:* '''Jiyong Oh''', Kil-Taek Lim, and Yun-Su Chung, "[https://www.scitepress.org/PublicationsDetail.aspx?ID=Rf72zoxRUjs=&t=1 TrajNet: An Efficient and Effective Neural Network for Vehicle Trajectory Classification]," 10th International Conference on Pattern Recognition Applications and Methods ([http://www.icpram.org/ ICPRAM 2021]), Vinenna, Austria, Feb. 5 (4-6), 2021.
  
:* Myunggi Lee, Hyeogin Lee, '''Jiyong Oh''', Hak Jong Lee, Seung Hyup Kim, and Nojun Kwak, "[http://link.springer.com/chapter/10.1007%2F978-3-319-46681-1_3 Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks]," Proceedings of the 23rd International Conference on ''Neural Information Processing'' (ICONIP), Kyoto, Japan, Oct. 20 (16-21), 2016.
+
:* '''Jiyong Oh''', Ki-Seok Kim, Miryong Park, and Sungho Kim, "[https://ieeexplore.ieee.org/document/8581329 A Comparative Study on Camera-Radar Calibration Methods]," 15th International Conference on Control, Automation, Robotics and Vision ([https://www.icarcv.net/ ICARCV 2018]), Singapore, Nov. 20 (18-21), 2018.
  
:* '''Jiyong Oh''', Chong-Ho Choi, and Nojun Kwak, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5358603&queryText%3DMAP+Classifier+with+BDA+Features MAP Classifier with BDA Features]," Proceedings of the 6th International Conference on ''Fuzzy Systems and Knowledge Discovery'' (FSKD), Tianjin, China, Aug. 2009.<br>
+
:* Sangkuk Lee, Sung Joon Son, '''Jiyong Oh''', and Nojun Kwak, "[http://ieeexplore.ieee.org/document/7885856/ Handwritten Music Symbol Classification Using Deep Convolutional Neural Networks]," 2016 International Conference on Information Science and Security (ICISS), Pattaya, Thailand, Dec. 21 (19-22), 2016.
  
:* '''Jiyong Oh''', Chong-Ho Choi, and Chunghoon Kim, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4634144&queryText%3DKernel+Discriminant+Analysis+Using+Composite+Vectors Kernel Discriminant Analysis Using Composite Vectors]," Proceedings of the International Joint Conference on ''Neural Networks'' (IJCNN), Hong Kong, June 2008.<br>
+
:* Myunggi Lee, Hyeogin Lee, '''Jiyong Oh''', Hak Jong Lee, Seung Hyup Kim, and Nojun Kwak, "[http://link.springer.com/chapter/10.1007%2F978-3-319-46681-1_3 Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks]," 23rd International Conference on Neural Information Processing (ICONIP), Kyoto, Japan, Oct. 20 (16-21), 2016.
  
:* Chunghoon Kim, '''Jiyong Oh''', and Chong-Ho Choi, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=1556212&queryText%3DCombined+Subspace+Method+Using+Global+and+Local+Features+for+Face+Recognition Combined Subspace Method Using Global and Local Features for Face Recognition]," Proceedings of the International Joint Conference on ''Neural Networks'' (IJCNN), Montreal, Canada, Aug. 2005.<br>
+
:* '''Jiyong Oh''', Chong-Ho Choi, and Nojun Kwak, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5358603&queryText%3DMAP+Classifier+with+BDA+Features MAP Classifier with BDA Features]," 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Tianjin, China, Aug. 2009.<br>
 +
 
 +
:* '''Jiyong Oh''', Chong-Ho Choi, and Chunghoon Kim, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4634144&queryText%3DKernel+Discriminant+Analysis+Using+Composite+Vectors Kernel Discriminant Analysis Using Composite Vectors]," International Joint Conference on Neural Networks (IJCNN), Hong Kong, June 2008.<br>
 +
 
 +
:* Chunghoon Kim, '''Jiyong Oh''', and Chong-Ho Choi, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=1556212&queryText%3DCombined+Subspace+Method+Using+Global+and+Local+Features+for+Face+Recognition Combined Subspace Method Using Global and Local Features for Face Recognition]," International Joint Conference on Neural Networks (IJCNN), Montreal, Canada, Aug. 2005.<br>
  
 
<br>
 
<br>
:<font size = 3>''Book Chapters'' </font><br>
+
:<font size = 3>''Domestic Journals'' </font><br>
:* '''Jiyong Oh''' and Nojun Kwak, "[https://www.springerprofessional.de/en/robust-pcas-and-pca-using-generalized-mean/15303758 Robust PCAs and PCA using generalized mean]," in ''[http://www.springer.com/us/book/9789811067037 Advances in Principal Component Analysis Research and Development],'' Ganesh R. Naik Ed., Springer Singapore, 2018, pp. 71-98.<br>
+
:* '''오지용''', 이지은, "[https://ettrends.etri.re.kr/ettrends/194/0905194009/ Siamese 네트워크 기반 영상 객체 추적 기술 동향]", 전자통신동향분석, 37권 1호 (통권 194), pp. 73-83, 2022년 2월.
:* Sanghyun Kim, Mingon Kim, Jimin Lee, Soonwook Hwang, Joonbo Chae, Beomyeong Park, Hyunbum Cho, Jaehoon Sim, Jaesug Jung, Hosang Lee, Seho Shin, Minsung Kim, Wonje Choi, Yisoo Lee, Sumin Park, '''Jiyong Oh''', Yongjin Lee, Sangkuk Lee, Myunggi Lee, Sangyup Yi, Kyong-Sok  K.C. Chang, Nojun Kwak, and Jaeheung Park, "[https://link.springer.com/chapter/10.1007/978-3-319-74666-1_10 Team SNU's Control Strategies for Enhancing Robots Capability: Lessons from the DARPA Robotics Challenge Finals 2015]," in ''[https://www.springer.com/us/book/9783319746654 The DARPA Robotics Challenge Finals: Humanoid Robots To The Rescue],'' M. Spenko, S. Buerger, and K. Iagnemma Eds., Springer International Publishing, 2018, pp. 347-379.<br>
+
<!-- This is a comment
+
<br>
+
:<font size = 3>''Under Review or In Preparation'' </font><br>
+
:* '''Jiyong Oh''' and Nojun Kwak, "Discriminant Subspace Learning Using Generalized Mean," in revision for resubmission to ''IEEE Transactions on Cybernetics.''<br>
+
  
-->
 
 
<br>
 
<br>
 
:<font size = 3>''Domestic Conferences'' </font><br>
 
:<font size = 3>''Domestic Conferences'' </font><br>
 +
:* '''오지용''', 이지은, "카메라-라이다 융합 기반 이동로봇 위치재추정", 2022 제37회 제어로봇시스템학회 학술대회 (ICROS 2022), 2022. 6. 23 (6.22-6.24).
 +
:* 이준구, '''오지용''', 남승우, "클래스 정보를 고려한 샴 네트워크 기반의 추적 방법", 제2회 한국 인공지능 학술대회, 2021. 9. 29 (9.29-10.1).
 +
:* 이준구, '''오지용''', 이혜민, 이송, 남승우, "추종로봇을 위한 RGBD 센서 기반의 End-to-End 학습", 2021년도 한국통신학회 하계종합학술발표회, 2021. 6. 17 (16-18).
 +
:* 차대웅, 유민우, 정소희, 한동석, '''오지용''', "CNN 기반의 FMCW 레이다 신호 분류", 2021년도 한국통신학회 동계종합학술발표회, 2021. 2. 4 (3-5).
 +
:* 손찬영, 이혜민, 이준구, '''오지용''', "심층 신경망 기반 추적기를 사용한 사용자 추종 로봇", 제1회 한국 인공지능 학술대회, 2020. 12. 17 (16-18).
 +
:* 권우경, '''오지용''', 최상준, 신만수, "다중 센서를 이용한 무인 이동 로봇에 대한 관측기 기반 제어 기법", 제15회 한국로봇종합학술대회, 2020. 8. 18 (17-19).
 +
:* 손찬영, '''오지용''', 정윤수, "위상학적 지도를 위한 어노테이션 도구 개발", 한국통신학회 2020년도 하계종합학술대회, 2020. 8. 13 (12-14).
 +
:* '''오지용''', 윤성민, 김성호, "임베디드 시스템을 위한 적외선 영상추적 알고리즘의 속도개선 방법", 2019 대한임베디드공학회 추계학술대회, 2019. 11. 15 (14-16).
 
:* '''오지용''', 김기석, 송윤정, "반자동 카메라-레이다 캘리브레이션 방법", 정보 및 제어 학술대회 (CICS'18), 2018. 10. 26 (25-27).
 
:* '''오지용''', 김기석, 송윤정, "반자동 카메라-레이다 캘리브레이션 방법", 정보 및 제어 학술대회 (CICS'18), 2018. 10. 26 (25-27).
 
:* 이혁진, '''오지용''', 곽노준, "비선형 투영 기법을 이용한 비선형 부분 공간 학습", 제27회 신호처리합동학술대회, 2014. 9.
 
:* 이혁진, '''오지용''', 곽노준, "비선형 투영 기법을 이용한 비선형 부분 공간 학습", 제27회 신호처리합동학술대회, 2014. 9.
Line 93: Line 101:
 
:* '''오지용''', 이민식, 최종호, "조화 평균을 이용한 BDA", 대한전자공학회 하계학술대회, 2009. 7.
 
:* '''오지용''', 이민식, 최종호, "조화 평균을 이용한 BDA", 대한전자공학회 하계학술대회, 2009. 7.
 
:* '''오지용''', 곽노준, 최종호, "분류 문제를 위한 BDA의 사후 확률 결정", 대한전자공학회 추계학술대회, 2008. 11.
 
:* '''오지용''', 곽노준, 최종호, "분류 문제를 위한 BDA의 사후 확률 결정", 대한전자공학회 추계학술대회, 2008. 11.
 +
 +
<br>
 +
:<font size = 3>''Book Chapters'' </font><br>
 +
:* '''Jiyong Oh''' and Nojun Kwak, "[https://www.springerprofessional.de/en/robust-pcas-and-pca-using-generalized-mean/15303758 Robust PCAs and PCA using generalized mean]," in ''[http://www.springer.com/us/book/9789811067037 Advances in Principal Component Analysis Research and Development],'' Ganesh R. Naik Ed., Springer Singapore, 2018, pp. 71-98.<br>
 +
:* Sanghyun Kim, Mingon Kim, Jimin Lee, Soonwook Hwang, Joonbo Chae, Beomyeong Park, Hyunbum Cho, Jaehoon Sim, Jaesug Jung, Hosang Lee, Seho Shin, Minsung Kim, Wonje Choi, Yisoo Lee, Sumin Park, '''Jiyong Oh''', Yongjin Lee, Sangkuk Lee, Myunggi Lee, Sangyup Yi, Kyong-Sok  K.C. Chang, Nojun Kwak, and Jaeheung Park, "[https://link.springer.com/chapter/10.1007/978-3-319-74666-1_10 Team SNU's Control Strategies for Enhancing Robots Capability: Lessons from the DARPA Robotics Challenge Finals 2015]," in ''[https://www.springer.com/us/book/9783319746654 The DARPA Robotics Challenge Finals: Humanoid Robots To The Rescue],'' M. Spenko, S. Buerger, and K. Iagnemma Eds., Springer International Publishing, 2018, pp. 347-379.<br>
 +
<!-- This is a comment
 +
<br>
 +
:<font size = 3>''Under Review or In Preparation'' </font><br>
 +
:* '''Jiyong Oh''' and Nojun Kwak, "Discriminant Subspace Learning Using Generalized Mean," in revision for resubmission to ''IEEE Transactions on Cybernetics.''<br>
 +
-->
  
 
<br>
 
<br>

Latest revision as of 16:03, 20 June 2022

오지용 20161028.jpg Jiyong Oh (오지용)

Senior Researcher,
Smart Vehicle Section,
Daegu-Gyeongbuk Research Center,
Electronics and Telecommunications Research Institute (ETRI).

Tel: +82-53-670-8082
e-mail: jiyongoh@etri.re.kr
address:
1, Techno sunwhan-ro 10-gil, Yuga-eup,
Dalseong-gun, Daegu, 42994, Korea.

Career

Research
  • 2015.03.15-2016.05.31, BK Assistant Professor (Research Fellow), Seoul National University, Korea.
  • 2013.09.01-2015.03.14, Post-Doc. (Research Fellow), Seoul National University, Korea.
  • 2013.04.01-2013.08.31, Post-Doc. (Research Fellow), Ajou University, Korea.
  • 2012.03.01-2013.02.28, Post-Doc. (Research Fellow), Sungkyunkwan University, Korea.


Lecture
  • 2015.09.-2015.12., Special Issues on Mobile Systems, Dankook University, Korea.


Education

  • 2006.03.01-2012.02.24, Ph.D., Seoul National University.
  • 2004.03.01-2006.02.24, M.S., Seoul National University.
  • 1997.03.01-2004.02.20, B.S., Ajou University.
  • 1994.03.02-1997.02.05, Anyang High School.


Research Interests

  • Visual Object Tracking, Object Detection,
  • Sensor Fusion, Dimensionality Reduction,
  • Pattern Recognition, Machine Learning, Computer Vision, and Their Applications.


Pulications

International Journals


International Conferences
  • Jiyong Oh, Joon-Goo Lee, Hea-Min Lee, Seung-Woo Nam, Man-Soo Shin, and Sangjoon Choi, "A Person-Following Robot Using Siamese Network-Based RGBD Tracking," 21th International Conference on Control, Automation and Systems (ICCAS 2021), Jeju, Korea, Oct. 12-15, 2021.
  • Jiyong Oh, Chong-Ho Choi, and Nojun Kwak, "MAP Classifier with BDA Features," 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Tianjin, China, Aug. 2009.


Domestic Journals


Domestic Conferences
  • 오지용, 이지은, "카메라-라이다 융합 기반 이동로봇 위치재추정", 2022 제37회 제어로봇시스템학회 학술대회 (ICROS 2022), 2022. 6. 23 (6.22-6.24).
  • 이준구, 오지용, 남승우, "클래스 정보를 고려한 샴 네트워크 기반의 추적 방법", 제2회 한국 인공지능 학술대회, 2021. 9. 29 (9.29-10.1).
  • 이준구, 오지용, 이혜민, 이송, 남승우, "추종로봇을 위한 RGBD 센서 기반의 End-to-End 학습", 2021년도 한국통신학회 하계종합학술발표회, 2021. 6. 17 (16-18).
  • 차대웅, 유민우, 정소희, 한동석, 오지용, "CNN 기반의 FMCW 레이다 신호 분류", 2021년도 한국통신학회 동계종합학술발표회, 2021. 2. 4 (3-5).
  • 손찬영, 이혜민, 이준구, 오지용, "심층 신경망 기반 추적기를 사용한 사용자 추종 로봇", 제1회 한국 인공지능 학술대회, 2020. 12. 17 (16-18).
  • 권우경, 오지용, 최상준, 신만수, "다중 센서를 이용한 무인 이동 로봇에 대한 관측기 기반 제어 기법", 제15회 한국로봇종합학술대회, 2020. 8. 18 (17-19).
  • 손찬영, 오지용, 정윤수, "위상학적 지도를 위한 어노테이션 도구 개발", 한국통신학회 2020년도 하계종합학술대회, 2020. 8. 13 (12-14).
  • 오지용, 윤성민, 김성호, "임베디드 시스템을 위한 적외선 영상추적 알고리즘의 속도개선 방법", 2019 대한임베디드공학회 추계학술대회, 2019. 11. 15 (14-16).
  • 오지용, 김기석, 송윤정, "반자동 카메라-레이다 캘리브레이션 방법", 정보 및 제어 학술대회 (CICS'18), 2018. 10. 26 (25-27).
  • 이혁진, 오지용, 곽노준, "비선형 투영 기법을 이용한 비선형 부분 공간 학습", 제27회 신호처리합동학술대회, 2014. 9.
  • 김신곤, 오지용, 곽노준, "획의 크기 정보에 기반한 음악기호 인식 알고리즘", 제26회 영상처리 및 이해에 관한 워크샵, 2014. 2.
  • 박민규, 오지용, 최종호, "BDA를 이용한 눈 검출 성능 향상", 제24회 영상처리 및 이해에 관한 워크샵, 2012. 2.
  • 김은우, 오지용, 최종호, "편향된 판별 분석기법을 이용한 효과적인 얼굴 검출", 제24회 영상처리 및 이해에 관한 워크샵, 2012. 2.
  • 조정찬, 오지용, 최종호, "Gabor Feature의 Composite Vector를 이용한 얼굴인식", 대한전자공학회 하계학술대회, 2011. 6.
  • 오지용, 이민식, 최종호, "일반화된 평균을 이용한 BDA", 대한전자공학회 하계학술대회, 2010. 6.
  • 오지용, 이민식, 최종호, "조화 평균을 이용한 BDA", 대한전자공학회 하계학술대회, 2009. 7.
  • 오지용, 곽노준, 최종호, "분류 문제를 위한 BDA의 사후 확률 결정", 대한전자공학회 추계학술대회, 2008. 11.


Book Chapters


Thesis


Research Projects (Project Director)

  • Pedestrian Detection Robust to Low Resolution and Occlusion, 50,000,000 Won/year, National Research Foundation of Korea, 2015.11.-2016.05.
  • Feature Extraction Using Generalized Mean and Its Applications, 50,000,000 Won/year, National Research Foundation of Korea, 2013.06.-2016.05.