Statistical Image Analysis

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

Examiner: Mats Rudemo

Plan for 2005

First and introductory lecture: Monday January 17, 2005, 10.00-11.45 in MD1.

Course material 2005

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).

Changes in course material
Notes
Computer exercises
Papers
Projects
Images
Data
Computer programmes
Exam 2000
Exam 2001 with solutions
Exam 2002
Exam 2003 with solutions
Exams 2004
Exam 2005 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 was decided at the lecture Wednesday January 26. Result: Tuesday morning (8.30-12.30) March 15.

The course project should preferably be decided on Wednesday January 26 and not later than Monday January 31. Note seminars on projects March 2 and March 7 and delivery of report before March 21 at 16.00, see details in Schedule below.

Schedule

The schedule below is preliminary and may be somewhat changed.

Tuesday, March 15, 8.30-12.30. 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. (Re-exam in August 2005)
Monday 17 Jan Lecture 10.00-11.45	MD1	IASS pp 1-20, examples of images, image filtering.
Monday 17 Jan Exercise 13.15-15	G+H	CE - 1
Wednesday 19 Jan Lecture 10.00-11.45	MD1	IASS pp 21-26, histograms, thresholding, segmentation, morphological operations, object feature measurements.
Wednesday 19 Jan Exercise 13.15-15	G+H	CE - 1
Monday 24 Jan Lecture 10.00-11.45	MD1	IASS Chapter 2, pattern recognition. WACC.
Monday 24 Jan Exercise 13.15-15	G+H	CE - 2
Wednesday 26 Jan Lecture 10.00-11.45	MD1	IASS Chapter 2, pattern recognition. WACC. OBS OBS! Time for written examination decided.
Wednesday 26 Jan Exercise 13.15-15	G+H	CE - 2
Monday 31 Jan Lecture 10.00-11.45	MD1	IASS Chapter 3, statistical image modelling.
Monday 31 Jan Exercise 13.15-15	G+H	CE - 3
Wednesday 2 Feb Lecture 10.00-11.45	MD1	IASS Chapter 3, statistical image modelling. IASS Chapter 4, spatial random processes.
Wednesday 2 Feb Exercise 13.15-15	G+H	CE - 3
Monday 7 Feb Lecture 10.00-11.45	MD1	IASS Chapter 5, point processes. Jain et al. (1999) "Data clustering: a review"
Monday 7 Feb Exercise 13.15-15	G+H	CE - 4
Wednesday 9 Feb 10.00-11.45		OBS OBS! NO LECTURE (because of CHARM-days)
Wednesday 9 Feb 13.15-15		OBS OBS! NO EXERCISE
Monday 14 Feb Lecture 10.00-11.45	MD1	IASS Chapter 6, marked point processes. IASS Chapter 7. Warping and matching.
Monday 14 Feb Exercise 13.15-15	G+H	CE - 4. Project work
Wednesday 16 Feb Lecture 10.00-11.45	MD1	IASS Chapter 8. Analysis of microarray data Huber et al. (2003), Ekstrom et al. (2004, 2005)
Wednesday 16 Feb Exercise 13.15-15	G+H	Project work
Monday 21 Feb Lecture 10.00-11.45	MD1	IASS Chapter 9. 2D electrophoresis. Gustafsson et al. (2002, 2003) IASS Chapter 10. Aerial photographs of forests, Dralle and Rudemo (1997), Larsson and Rudemo (1998)
Monday 21 Feb Exercise 13.15-15	G+H	Project work
Wednesday 23 Feb Lecture 10.00-11.45	MD1	Problems from earlier examination, March 2004.
Wednesday 23 Feb Exercise 13.15-15	OBS MD4	Problems from earlier examination, August 2004. OBS OBS postponed, moved to March 2 13.15-15.
Monday 28 Feb 10.00-11.45		OBS OBS! NO LECTURE (because of MTS-days)
Monday 28 Feb 13.15-15		OBS OBS! NO EXERCISE
Tuesday 1 March before 13.00	1431	Delivery of preliminary version of project reports by e-mail.
Wednesday 2 March Seminars 10.00-11.45	MD1	Seminars on projects
Wednesday 2 March Exercise 13.15-15	G+H	Project work
Monday 7 March Seminars10.00-11.45	MD1	Seminars on projects
Wednesday 7 March Exercise 13.15-15	OBS MD1	Problems from earlier examination, August 2004.


Monday 21 March before 16.00	1431	Delivery of project reports. Please deliver one paper version in room 1431 or 1449 and also an electronic version to rudemo@math.chalmers.se

Wednesday, August 17, 8.30-12.30. Written examination (Re-exam), 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.

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