Younghee Kwon
권영희
PhD candidate
KAIST
AIPR lab
LAST_UPDATE Dec. 8th, 2007

Contact Information
Research Interests
  • Probabilistic inference and graphical models (Bayseian Networks, Markov Random Fields, etc.)
  • Computer vision, image processing, and image understanding
  • Text information extraction (from camera-captured images or video frames)
  • Machine learning
Publications
  • Battulga Bayarsaikhan, Younghee Kwon, and Jin Hyung Kim, "Anisotropic Total Variation Method for Text Image Super-Resolution," The 8th IAPR International Workshop on Document Analysis Systems (DAS 2008), Nara, Japan, September 16-19, 2008
  • Kwang In Kim, Younghee Kwon, "Example-Based Learning for Single-Image Super-Resolution," Pattern Recognition, 30th DAGM Symposium, Munich, Germany, June 10-13, 2008, Proceedings of LNCS 5096 Springer 2008, pp.456-465
  • Younghee Kwon and Jin Hyung Kim, "State-wise Potential Description for Modeling Relationships between Distant Nodes in Markov Random Fields," The 2nd Korea-Japan Joint Workshop on Pattern Recognition (KJPR 2007), Matsushima, Japan, IEICE Technical Report, vol. 107, no. 281, PRMU2007-92, pp.9-14, Oct. 2007
  • Jinsik Kim, Seonghun Lee, Younghee Kwon, and Jin Hyung Kim, "Stroke verification with gray-level image for Hangul video text recognition," The eighteenth International Conference on Pattern Recognition, v.2, pp.1074-1077, 2006, Hong Kong
  • Jangkyun Park, Younghee Kwon, and Jinhyung Kim, "An Example-based Prior Model for Text Image Super-resolution," The eighth International Conference on Document Analysis and Recognition (ICDAR), August 2005, Seoul, Korea, pp.374-378
  • Matthias O. Franz, Younghee Kwon, Carl Edward Rasmussen, and Bernhard Schölkopf, "Semi-supervised Kernel Regression Using Whitened Function Classes," Pattern Recognition, 26th DAGM Symposium, August 2004, Tuebingen, Germany, Proceedings of LNCS 3175 Springer 2004, pp.18-26
  • Younghee Kwon, Han-Sung Kim, and Sung-Deok Cha, "Efficient Masquerade Detection Based on SVM," Journal of the Korea Institute of Information Security and Cryptology, v.13, n.5, pp.91-104, 2003 (in Korean)
  • Y. Kwon, J. H. Kim, S. Y. Yoon, and S. W. Yoon, "Image Analysis System for Automatic Classification and Counting of Microbes" in 29th Proceeding of KISS Spring Conference, pp.607-609, April 2002 (in Korean; Best paper award)
Resume
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