Chulachomklao Royal Military Academy B.E. (Electrical Engineering): 1986 to 1990. GPA: 3.2/4.0.


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Courses (UW)
Digital Image Processing, Video Coding, Artificial Neural Networks, Random Variable and Stochastic Process, Computer Design and Organization, Digital Signal Processing, Artificial Intelligence, Digital Communications, Wavelet, Wireless Communications , Statistic Pattern Recognition I.


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Courses: (GWU)
Communication Theory I, Communication Theory II, Coding Theory, Introduction to Random Variable and Stochastic Process, Satellite Communications, Logic Design, Information Theory, Computer Network I, Computer Network II, ISDN .


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Projects
Research on fingerprint classification and recognition. Developed feature extraction methods. Term project on Neural Networks pattern recognition using BPN. Term project on comparison between the analytical and simulating results of Slotted-ALOHA Term project on Cache design using Verilog.


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Publication
Sanpachai Huvanandana and Jenq-Neng Hwang, "The Retrieval Scheme for Fingerprint Identification in Large Database" Submited to IEEE International Conference on Image Processing (ICIP'2001), Thessaloniki, Greece, October, 2001.

Sanpachai Huvanandana, Changick Kim and Jenq-Neng Hwang, "An Improved Image Enhancement Scheme for Fingerprint Identification" Submited to IEEE transanction on Image Processing, Nov 2000.

Changick Kim, Sanpachai Huvanandana, and Jenq-Neng Hwang, "Semi-automatic Video Object Extraction using Modified Color Histogram Backprojection," Submitted to ICASSP2001 , Saltlake City, U.S.A.,2001.

Sanpachai Huvanandana, Changick Kim and Jenq-Neng Hwang, "Reliable and Fast Fingerprint Identification for Security Applications, " IEEE International Conference on Image Processing (ICIP'2000), Vancouver, Canada, October 2000


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Awards and Scholarships
Recipient of Royal Thai Army scholarship for pursuing Ph.D. Recipient of Royal Thai Army scholarship for pursuing MSEE. Recipient of silver medal from Chulachomklao Royal Military Academy for outstanding in BE.