2010
Pattern Information Processing

2010
パターン情報
処理特論

2010 autumn semester
Graduate School of Engineering

2010年度後期
大学院工学研究科

Information

Course guide
Lecture notes in the previous year (for your reference)
References (Google books)
- M. Petrou and C. Petrou, Image Processing: The Fundamentals
- A. K. Jain, Fundamentals of digital image processing

Schedule and handouts

Session 1

Oct. 4

Oct. 11

Canceled (Health-Sports Day)

Topic 1. Sampling and digital processing of images

Session 2

Oct. 18

(1) Spatial frequency and Fourier series

Session 3

Oct. 25

(2) Fourier transformation and sampling theorem

Session 4

Nov. 1

(3) Discrete Fourier transformation

Topic 2. Image compression by orthogonal transformation

Session 5

Nov. 8

(1) Principal component analysis and Karhunen-Loève transformation

Session 6

Nov. 15

(2) Orthogonal and unitary transformations of matrices

Session 7

Nov. 22

(3) Discrete Fourier transformation and discrete cosine transformation

Topic 3. Mathematical morphology

Session 8	Nov. 29	(1) Opening and set operations on images
Session 9	Dec. 6	(2) Granulometry and skeleton
	Dec. 13	Canceled
Session 10	Dec. 20	(3) Filter theorem / morphology and ordered set
		Problems on Topic 3
	Dec. 27	(Reserved)
	Jan. 3	Canceled (Winter vacation)
	Jan. 10	Canceled (Coming-of-Age Day)

Topic 4. Computed Tomography - Image reconstruction from projection

Session 11

Jan. 17

(1) Radon transformation and projection theorem

Session 12

Jan. 24

(2) Image reconstruction from projection