Difference between revisions of "Jiyong Oh"

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:* Sangkuk Lee, Sung Joon Son, '''Jiyong Oh''',  and Nojun Kwak, "Handwritten Music Symbol Classification Using Deep Convolutional Neural Networks," to be presented in the 3rd International Conference on ''Information Science and Security'' (ICISS), Pattaya, Thailand, Dec. 19-22, 2016.
 
:* Sangkuk Lee, Sung Joon Son, '''Jiyong Oh''',  and Nojun Kwak, "Handwritten Music Symbol Classification Using Deep Convolutional Neural Networks," to be presented in the 3rd International Conference on ''Information Science and Security'' (ICISS), Pattaya, Thailand, Dec. 19-22, 2016.
  
:* Myunggi Lee, Hyeogin Lee, '''Jiyong Oh''', Hak Jong Lee, Seung Hyup Kim, and Nojun Kwak, "Unregistered Bosniak Classification with a Multi-phase Convolutional Neural Network Model," Proceedings of the 23rd International Conference on ''Neural Information Processing'' (ICONIP), Kyoto, Japan, Oct. 20 (16-21), 2016.
+
:* 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 MAP Classifier with BDA Features]," Proceedings of the 23rd International Conference on ''Neural Information Processing'' (ICONIP), Kyoto, Japan, Oct. 20 (16-21), 2016.
  
 
:* '''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>
 
:* '''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>

Revision as of 20:52, 28 October 2016

오지용 20161028.jpg Jiyong Oh (오지용)

Senior Researcher,
Automotive IT Platform Research 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-myeon,
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

  • Pattern Recognition, Machine Learning, Computer Vision.
  • Object Detection, Feature Extraction for Dimensionality Reduction, Pattern Classification, etc.


Pulications

International Journals
  • Sanghyun Kim et al., "Team SNU's Control Strategies to Enhancing Robot's Capability: Lessons from the DARPA Robotics Challenge Finals 2015," accepted for publication in Journal of Field Robotics.


International Conferences
  • Sangkuk Lee, Sung Joon Son, Jiyong Oh, and Nojun Kwak, "Handwritten Music Symbol Classification Using Deep Convolutional Neural Networks," to be presented in the 3rd International Conference on Information Science and Security (ICISS), Pattaya, Thailand, Dec. 19-22, 2016.
  • Myunggi Lee, Hyeogin Lee, Jiyong Oh, Hak Jong Lee, Seung Hyup Kim, and Nojun Kwak, "MAP Classifier with BDA Features," Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP), Kyoto, Japan, Oct. 20 (16-21), 2016.
  • Jiyong Oh, Chong-Ho Choi, and Nojun Kwak, "MAP Classifier with BDA Features," Proceedings of the 6th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Tianjin, China, Aug. 2009.


Under Review or In Preparation
  • Jiyong Oh and Nojun Kwak, "Generalized Mean for Discriminant Subspace Learning," under revision for resubmission to IEEE Transactions on Cybernetics.
  • Jiyong Oh, Sung Joon Son, Sangkuk Lee, and Nojun Kwak, “Online Recognition of Handwritten Music Symbols,” under revision for publication in International Journal of Document Analysis and Recognition.
  • Jiyong Oh and Nojun Kwak, “Robust PCAs and PCA using generalized mean,” in preparation as a chapter of the book "Advances in Principal Component Analysis - Research and Development," Ganesh R. Naik Ed., Springer‐Verlag GmbH.


Domestic Conferences
  • 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.


Thesis
  • Jiyong Oh, "Designing a System to Locate the Reference Point of Symphysis Pubis in Axial CT Images," Ph.D. Thesis, Seoul National University, Feb. 2012.
  • 오지용, "Modified LDA를 사용한 얼굴 정렬 (Face Alignment Using Modified LDA)", M.S. Thesis, Seoul National University, Feb. 2006.


Research Projects

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


Peer-Review Activities

  • 2016, Information Science (1).
  • 2014, Expert Systems with Applications (1), ICPRAM 2015 (2).


Codes

  • Principal component analysis using generalized mean [MATLAB code].