Jiyong Oh

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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

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


Pulications

International Journals


International Conferences
  • 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, "Discriminant Subspace Learning Using Generalized Mean," in revision for resubmission to IEEE Transactions on Cybernetics.
  • 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 (to be published).


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


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.