Welcome to Sangho Yoon's Homepage

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[image] Ph.D. in Electrical Engineering at Stanford University
M.S. in Electrical Engineering and in Statistics , both at Stanford University
Research Group: Signal Compression and Classification Group
Research Supervisors: Professor Robert M. Gray and Professor Richard A. Olshen
e-mail : holyoon AT stanford DOT edu
PhD Thesis

Clustering with Model Selection and its Application to Genetics (available upon request)
Research

Pattern recognition, Machine learning, Data compression, and Bio-informatics
Education

Ph.D. (2003~2008), Electrical Engineering, Stanford University, Stanford, CA
M.S. (2006~2007), Statistics, Stanford University, Stanford, CA
M.S. (2001~2003), Electrical Engineering, Stanford University, Stanford, CA
B.S. (1994~1998), School of Electrical Engineering, Seoul National University, Seoul, Korea
Work Experience

Google, Mountain View, CA, 2007 ~ present
Hewlett-Packard Labs., Palo Alto, CA, June, 2005 ~ Sep., 2005, summer internship
Fuji-Xerox Palo Alto Labs., Palo Alto, CA, June, 2004 ~ Sep., 2004, summer internship
Seodu-InChip, Seoul, Korea, 1998~2001, research staff
Teaching Experience

Teaching assistant for statistical and signal processing courses in graduate and undergraduate levels for nine quarters.
Publications

Sangho Yoon, "High-rate Regularized Vector Quantization," submitted.

Sangho Yoon and Robert M. Gray, "Clustering and Finding the Number of Clusters by Unsupervised Learning of Mixture Models using Vector Quantization," submitted.

S. Yoon, M. Harville, H. Baker, N. Bhatti, "Automatic Skin Pixel Selection and Skin Color Classification," to appear in Proc. of International Conference on Image Processing (ICIP), Oct., 2006, Atlanta, GA.

Sangho Yoon and Robert M. Gray, "Entropy and Memory constrained Vector Quantization with Separability based Feature Selection," Proc. of Ineternational Conference on Multimedia&Expo(ICME), July, 2006, Toronto, Canada.

Sangho Yoon, "Vector Quantization with Model Selection," Proc. of Data Compression Conference(DCC), March, 2006, Snowbird, UTAH.

Sangho Yoon, Mark Mao, and Mark Kalman, "Rate-Distortion Optimized Video Streaming for Scalable H.264," Proc. of International Conference on Multimedia&Expo(ICME), July, 2006, Toronto, Canada.

Sangho Yoon and Robert M. Gray, "Feature Selection based on Maximizing Separability in Gauss Mixture Model and its Application to Image Classification," Proc. of International Conference on Image Processiong(ICIP), 2005, Sep, Italy.

Sangho Yoon, "Regularizing Covariance Estimation by Quantized Eigenvalues and its Application to Image Classification," Proc. of Asilomar conference on Signals, Systems and Computers, Nov, 2004, CA.

Kivanc Ozonat and Sangho Yoon, "Context-dependent Tree-structured Image Classification using the QDA distortion measure and the Hidden Markov Model," Proc. of International Conference on Image Processing(ICIP), Oct, 2004, Singapore.

S. Yoon, C.S. Won, K.S. Pyun, and R.M. Gray, " Image Classification using GMM with Context Information and with a Solution of Singular Covariance Problem," Proc. of Data Compression Conference(DCC), March, 2003, Snowbird, UTAH.

Sangho Yoon, "Turbo Decoder Implementation," IEEE VTC(Vehicular Technology Conference) 2001 Fall,PP 1824-1828,OCT,2001,NJ.

Resume available upon request.

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