Based on the knowledge of the diffraction and interference of light, optical imaging theory, and two-dimensional Fourier transform, the fundamentals of optical imaging systems and digital image processing are described. The applications in image analysis, restoration and reconstruction are also introduced.
画像のディジタル処理に必要とされる光学の知識として、フーリエ変換と光の干渉・回折や結像理論の関係について述べるとともに、線形イメージング系を中心としたディジタル画像処理の基本的な知識を講義する。また、映像機器、光計測、医用画像等の分野において、これらの理論がどのように利用されているかを紹介する。
1. Introduction
2. Basics of imaging systems (1)
3. Basics of imaging systems (2)
4. Optical imaging systems (1)
5. Optical imaging systems (2)
6. Optical imaging systems (3)
7. Image restoration,
8. Image reconstruction, computational imaging
9. Color imaging (1)
10. Color imaging (2)
11. Multispectral Imaging
12. Three-dimensional imaging
13. Three-dimensional display
14. Holography
References
J. W. Goodman, "Introduction to Fourier Optics," McGraw-Hill (New York)
W. K. Platt, "Digital Image Processing," John Wiley & Sons
Also,
A. Rosenfeld and A. C. Kak, "Digital Picture Processing," 2nd Edition, Vol.1, 2, Academic Press, Inc
Students are recommended to take "Fundamentals of Digital Signal Processing" before taking this class. (Not mandatory)
Homework and in-class exercises, Short exams (twice), Class attendance
Masahiro Yamaguchi,
D. Eng., Professor,
E-mail: yamaguchi.m.aa@m.titech.ac.jp
Web: http://guchi.gsic.titech.ac.jp
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