# Statistical Image Analysis

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

Examiner: Mats Rudemo

## Course material 2002

• 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 2001 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%.

### Schedule

The schedule below is preliminary and will presumably be somewhat changed.
 Tuesday, March 12, 8.45-12.45, Written examination, in house V (V-huset) Monday 21 Jan Lecture 10.00-11.45 MD3 IASS pp 1-17, examples of images, image filtering. Monday 21 Jan Exercise 13.15-15 C CE - 1 Wednesday 23 Jan Lecture 10.00-11.45 MD3 IASS pp 17-22, histograms, thresholding, segmentation, morphological operations, object feature measurements. Wednesday 23 Jan Exercise 13.15-15 MD2 CE - 1 Monday 28 Jan Lecture 10.00-11.45 MD3 IASS Chapter 2, pattern recognition. WACC. Monday 28 Jan Exercise 13.15-15 C CE - 2 Wednesday 30 Jan Lecture 10.00-11.45 MD3 IASS Chapter 2, pattern recognition. WACC. Time for written examination decided. Wednesday 30 Jan Exercise 13.15-15 MD2 CE - 2 Monday 4 Feb Lecture 10.00-11.45 MD3 IASS Chapter 3, statistical image modelling. Monday 4 Feb Exercise 13.15-15 C CE - 3 Wednesday 6 Feb Lecture 10.00-11.45 MD3 IASS Chapter 3, statistical image modelling. IASS Chapter 4, spatial random processes. Wednesday 6 Feb Exercise 13.15-15 MD2 CE - 3 Monday 11 Feb Lecture 10.00-11.45 MD3 IASS Chapter 5, point processes. Monday 11 Feb Exercise 13.15-15 C CE - 4 Wednesday 13 Feb 10.00-11.45 OBS OBS! NO LECTURE Wednesday 13 Feb 13.15-15 OBS OBS! NO EXERCISE Monday 18 Feb Lecture 10.00-11.45 MD3 IASS Chapter 6, marked point processes. IASS Chapter 7. Warping and matching. Monday 18 Feb Exercise 13.15-15 C CE - 4. Project work Wednesday 20 Feb Lecture 10.00-11.45 MD3 IASS Chapter 8. Analysis of microarray data. Wednesday 20 Feb Exercise 13.15-15 MD2 Project work Monday 25 Feb Lecture 10.00-11.45 MD3 IASS Chapter 8. Analysis of microarray data. IASS Chapter 9. 2D electrophoresis. Monday 25 Feb Exercise 13.15-15 C Project work Wednesday 27 Feb Lecture 10.00-11.45 MD3 Problems from earlier examinations. Wednesday 27 Feb Exercise 13.15-15 MD2 Problems from earlier examinations. Friday 1 March before 16.00 1431 Delivery of preliminary version of project reports Mond 4 March Seminars10.00-11.45 MD3 Seminars on projects Wednesday 6 March Seminars 10.00-11.45 MD3 Seminars on projects Monday 18 March before 16.00 1431 Delivery of project reports