生醫影像研究方法 Biomedical Image Investigation

• 研究所課程，亦歡迎大四同學選修。
• 課程內容：介紹數位影像處理技術於生醫領域的應用，亦包含醫學影像的統計分析。
• 近五年開課情形：971、981、991、1022。
• 99學年度第一學期課程大綱與課程簡介。
• Reference books
  • “Biosignal and Biomedical Image Processing: MATLAB-Based Applications”, John L. Semmlow, CRC 2004 (1st edition)
  • “Digital Image Processing”, Rafael C. Gonzalez and Richard E. Woods, Prentice Hall 2007 (3rd edition)
  • “Engineering Statistics”, Douglas C. Montgomery, George C. Runger, and Norma F. Hubele, Wiley 2006 (4th edition)
• Topics include
  • Digital image fundamentals
  • Histogram and intensity transformation
  • Image enhancement: filtering in spatial and frequency domains
  • Image enhancement: restoration
  • Color image processing
  • Image segmentation
  • Image registration
  • Morphological image processing
  • Statistical inference on biomedical image
  • Decision making: hypothesis testing
  • ANOVA analysis
• Grading
  • Homework 50%
  • Midterm 30%
  • Term project 30%
• Released News
  • TBA