Statistical Image Analysis

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

Examiner: Mats Rudemo

Plan for 2006

First and introductory lecture: Monday January 16, 2006, 10.00-11.45 in FL71.

Course material 2006

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 Literature below).
Highly useful is also Glasbey and Horgan (1995), currently available on the Internet (see Literature below).

Changes in course material
Notes
Computer exercises
Literature
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 will be decided at the lecture Wednesday January 25. Result: Wednesday, March 8, 8.30-12.30.

The course project should preferably be decided on Wednesday January 25 and not later than Monday January 30. Note seminars on projects March 1 and March 6 and delivery of report before March 20 at 16.00, see details in Schedule below.

Schedule

The schedule below is preliminary and may be somewhat changed.

Wednesday, March 8, 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 23 August 2006, see below)
Monday 16 Jan Lect. 10.00-11.45	FL71	IASS pp 1-20, examples of images, image filtering.
Monday 16 Jan Exerc. 13.15-15	MVF25	CE - 1
Wed 16 Jan Lect. 10.00-11.45	MVF21	IASS pp 21-26, histograms, thresholding, segmentation, morphological operations, object feature measurements.
Wed 18 Jan Exerc. 13.15-15	MVF25	CE - 1
Monday 23 Jan Lect. 10.00-11.45	FL71	IASS Chapter 2, pattern recognition. WACC.
Monday 23 Jan Exerc. 13.15-15	MVF25	CE - 2
Wed 25 Jan Lect. 10.00-11.45	MVF21	IASS Chapter 2, pattern recognition. WACC. OBS OBS! Time for written examination decided.
Wed 25 Jan Exerc. 13.15-15	MVF25	CE - 2
Monday 30 Jan Lect. 10.00-11.45	FL71	IASS Chapter 3, statistical image modelling.
Monday 30 Jan Exerc. 13.15-15	MVF25	CE - 3
Wed 1 Feb Lect. 10.00-11.45	MVF21	IASS Chapter 3, statistical image modelling. IASS Chapter 4, spatial random processes.
Wed 1 Feb Exerc. 13.15-15	MVF25	CE - 3
Monday 6 Feb Lect. 10.00-11.45	FL71	IASS Chapter 5, point processes. Jain et al. (1999) "Data clustering: a review"
Monday 6 Feb Exerc. 13.15-15	MVF25	CE - 4
Wed 8 Feb Lect. 10.00-11.45	MVF21	IASS Chapter 6, marked point processes. IASS Chapter 7. Warping and matching.
Wed 8 Feb Exerc. 13.15-15	MVF25	CE - 4.Project work
Monday 13 Feb Lect. 10.00-11.45	FL71	IASS Chapter 8. Analysis of microarray data Huber et al. (2003), Ekstrom et al. (2004, 2005)
Monday 13 Feb Exerc. 13.15-15	MVF25	Project work
Wed 15 Feb 10.00-11.45		OBS OBS! NO LECT. (because of CHARM-days)
Wed 15 Feb 13.15-15		OBS OBS! NO EXERCISE
Monday 20 Feb Lect. 10.00-11.45	FL71	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 20 Feb Exerc. 13.15-15	MVF25	Project work
Wed 22 Feb Lect. 10.00-11.45	MVF21	Problems from earlier examination, March 2004.
Wed 22 Feb Exerc. 13.15-15	MVF25	Project work
Friday 24 Feb		Delivery of preliminary version of project reports by e-mail.
Monday 27 Feb Seminars 10.00-11.45	FL71	Seminars on projects
Monday 27 Feb Seminars 13.15-15	MVF21	Seminars on projects
Wed 1 March Seminars 10.00-11.45	MVF21	Seminars on projects
Wed 1 March Exerc. 13.15-14	MVF24 +25	Project work
Wed 1 March Exerc. 14.15-15	MVF26	Problems from earlier examination, August 2004.


Monday 20 March before 16.00	H3024	Delivery of project reports. Please deliver one paper version in room H3024 or L3101 and also an electronic version to rudemo@math.chalmers.se

Wednesday, August 23, 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