Statistical Image Analysis

(7.5 HEC-points)
Mathematical Statistics
(Matematisk statistik, Chalmers/GU)

Examiner: Mats Rudemo

Plan for 2009

First and introductory lecture: Monday March 16, 2009, 10.00-11.45 in MVF26.

Course material 2009

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 course project should preferably be decided on Wednesday March 25 and not later than Monday March 30. Note seminars on projects May 18 and 20, Written examination May 28 and delivery of report before June 3 at 17.00, see details in Schedule below.

Schedule

The schedule below is preliminary and may be somewhat changed.
Mon 16 Mar
Lect. 10.00-11.45
MVF26 IASS pp 1-20, examples of images, image filtering.
Mon 16 Mar
Exerc. 13.15-15
MVF25 CE - 1
Wed 18 Mar
Lect. 10.00-11.45
MVF26 IASS pp 21-26, histograms, thresholding, segmentation, morphological operations, object feature measurements.
Wed 18 Mar
Exerc. 13.15-15
MVF25 CE - 1
Mon 23 Mar
Lect. 10.00-11.45
MVF26 IASS Chapter 2, pattern recognition. WACC.
Mon 23 Mar
Exerc. 13.15-15
MVF25 CE - 2
Wed 25 Mar
Lect. 10.00-11.45
MVF26 IASS Chapter 2, pattern recognition. WACC.
Wed 25 Mar
Exerc. 13.15-15
MVF25 CE - 2
Mon 30 Mar
Lect. 10.00-11.45
MVF26 IASS Chapter 3, statistical image modelling.
Mon 30 Mar
Exerc. 13.15-15
MVF25 CE - 3
Wed 1 Apr
Lect. 10.00-11.45
MVF26 IASS Chapter 3, statistical image modelling.
IASS Chapter 4, spatial random processes.
Wed 1 Apr
Exerc. 13.15-15
MVF25 CE - 3
Mon 20 Apr
Lect. 10.00-11.45
MVF26 IASS Chapter 5, point processes.
Jain et al. (1999) "Data clustering: a review"
Mon 20 Apr
Exerc. 13.15-15
MVF25 CE - 4
Wen 22 Apr
Lect. 10.00-11.45
MVF26 IASS Chapter 6, marked point processes.
Wen 22 Apr
Exerc. 13.15-15
MVF25 CE - 4. Project work
Mon 27 Apr
Lect. 10.00-11.45
MVF26 IASS Chapter 7. Warping and matching.
Mon 27 Apr
Exerc. 13.15-15
MVF25 CE - 4. Project work
Wed 29 Apr
10.00-11.45
OBS OBS! NO LECTURE
Wed 29 Apr
13.15-15
OBS OBS! NO EXERCISE
Mon 4 May
Lect. 10.00-11.45
MVF26 IASS Chapter 8. Analysis of microarray data
Huber et al. (2003), Ekstrom et al. (2004, 2005)
Mon 4 May
Exerc. 13.15-15
MVF25 Project work
Wed 6 May
Lect. 10.00-11.45
MVF26 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)
Wed 6 May
Exerc. 13.15-15
MVF25 Project work
Mon 11 May
Lect. 10.00-11.45
MVF26 IASS Chapter 11. Estimation of diffusion coefficients
Mon 11 May
Exerc. 13.15-15
MVF25 Project work
Wed 13 May
Seminars 10.00-11.45
MVF26 Problems from earlier examination, March 2004.
Wed 13 May
13.15-15
MVF25 Project work
Sun 17 May
16.00
Delivery of preliminary version of project reports by e-mail.
Mon 18 May
Seminars 10.00-11.45
MVF26 Seminars on projects
Mon 18 May
Lect. 13.15-15
MVF21 Seminars on projects and Problems from earlier examination, August 2004.
Wed 20 May
Seminars 10.00-11.45
MVF26 Seminars on projects
Wed 20 May
Lect. 13.15-15
MVF25 Project work
Written examination: Choose one of the following two possibilities:
Wednesday, May 27, 8.30-12.30 in house M, or
Thursday, May 28, 8.30-12.30 in "Hörsalslängan"
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 20 August 2009, see below)

Wednesday June 3
before 17.00
H3024 Delivery of project reports. Please deliver one paper version in room H3024 and also an electronic version to rudemo@chalmers.se
Thursday, August 20, 8.30-12.30. Written examination (Re-exam), Civil Engineering house (hus V). 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.