Statistical Image Analysis

(5.0 credit units)
Mathematical Statistics
(Matematisk statistik, CTH/GU)

Examiner: Mats Rudemo

Plan for 2004

First and introductory lecture: Monday January 19, 2004, 10.00-11.45 in MD1.

Course material 2004

Image analysis and spatial statistics (called IASS in Schedule), notes by Mats Rudemo. Will become available from the Internet (see Notes below).
Computer exercises (called CE 1 - 4) by Mats Kvarnström. Available from the Internet (see Computer exercises below).
Some papers, in particular the master thesis by Mattias Andersson (called WACC in Schedule) will be used in Lectures 3 and 4. The papers are available from the Internet (see Papers below).

Notes
Computer exercises
Papers
Projects
Images
Data
Computer programmes
Exam 2000
Exam 2001 with solutions
Exam 2002
Exam 2003 with solutions

Examination

Examination consists of a written examination and approval of a project report, including giving a seminar on the project. The written examination counts 50% and the project counts 50%.

The date (and time) for the written examination will be decided on at the lecture Wednesday January 28.

The course project should preferably be decided on Wednesday January 28 and not later than Monday February 2.

Schedule

The schedule below is preliminary and may be somewhat changed.

Friday, March 12, 14.15-18.15. Written examination, in Civil Engineering house (Väg och Vatten). Precise information on room will be available at house entrance. Literature and notes may be brought for the examination. All types of pocket calculators are allowed but not computers.
Monday 19 Jan Lecture 10.00-11.45	MD1	IASS pp 1-20, examples of images, image filtering.
Monday 19 Jan Exercise 13.15-15	G+H	CE - 1
Wednesday 21 Jan Lecture 10.00-11.45	MD1	IASS pp 21-26, histograms, thresholding, segmentation, morphological operations, object feature measurements.
Wednesday 21 Jan Exercise 13.15-15	G+H	CE - 1
Monday 26 Jan Lecture 10.00-11.45	MD1	IASS Chapter 2, pattern recognition. WACC.
Monday 26 Jan Exercise 13.15-15	G+H	CE - 2
Wednesday 28 Jan Lecture 10.00-11.45	MD1	IASS Chapter 2, pattern recognition. WACC. OBS OBS! Time for written examination decided.
Wednesday 28 Jan Exercise 13.15-15	G+H	CE - 2
Monday 2 Feb Lecture 10.00-11.45	MD1	IASS Chapter 3, statistical image modelling.
Monday 2 Feb Exercise 13.15-15	G+H	CE - 3
Wednesday 4 Feb Lecture 10.00-11.45	MD1	IASS Chapter 3, statistical image modelling. IASS Chapter 4, spatial random processes.
Wednesday 4 Feb Exercise 13.15-15	G+H	CE - 3
Monday 9 Feb Lecture 10.00-11.45	MD1	IASS Chapter 5, point processes.
Monday 9 Feb Exercise 13.15-15	G+H	CE - 4
Wednesday 11 Feb 10.00-11.45		OBS OBS! NO LECTURE
Wednesday 11 Feb 13.15-15		OBS OBS! NO EXERCISE
Monday 16 Feb Lecture 10.00-11.45	MD1	IASS Chapter 6, marked point processes. IASS Chapter 7. Warping and matching.
Monday 16 Feb Exercise 13.15-15	G+H	CE - 4. Project work
Wednesday 18 Feb Lecture 10.00-11.45	MD1	IASS Chapter 8. Analysis of microarray data.
Wednesday 18 Feb Exercise 13.15-15	G+H	Project work
Monday 23 Feb Lecture 10.00-11.45	MD1	IASS Chapter 8. Analysis of microarray data. IASS Chapter 9. 2D electrophoresis.
Monday 23 Feb Exercise 13.15-15	G+H	Project work
Wednesday 25 Feb Lecture 10.00-11.45	MD1	Problems from earlier examinations.
Wednesday 25 Feb Exercise 13.15-15	MD1	Problems from earlier examinations.
Sunday 29 Feb before 16.00	1431	Delivery of preliminary version of project reports by e-mail.
Mond 1 March Seminars10.00-11.45	MD1	Seminars on projects
Wednesday 3 March Seminars 10.00-11.45	MD1	Seminars on projects


Monday 15 March before 16.00	1431	Delivery of project reports. Please deliver one paper version in room 1431 and, if possible also an electronic version to rudemo@math.chalmers.se

Last modified: Mon Mar 31 20:19:16 MET DST 2003