情報処理で利用される光学の知識として,ディジタル画像処理と光の干渉・回折や結像理論の関係について述べるとともに,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。
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.
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.
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 filtering, image analysis
8. Image restoration, reconstruction, computational imaging
9. Color imaging
10. Multispectral Imaging
11. Three-dimensional imaging
12. Holography and three-dimensional display
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
Associate Professor Masahiro Yamaguchi
Suzukake-Dai Campus R2 Bld. Rm.326
Phone: ext. 5190
E-mail: guchi(a)isl.titech.ac.jp
Send e-mail for appointment.