Mathematical Statistics

(Matematisk statistik, CTH/GU)

Examiner: Mats Rudemo

- Statistical image analysis (called SIA below), notes by Mats
Rudemo

pages 1-24 delivered 010116

pages 25-34 delivered 010119

pages 35-47 delivered 010202

pages 48-53 delivered 010208

- Computer exercises (called CE 1 - 4) by Mats Kvarnström. CE 1 delivered 010116, also available from the net, see below.
- Translation into English of written examination May 2000 delivered 010214.
- C.A. Glasbey, M. Berman and H.M. Hudson (1998). Image analysis and tomography (called IAAT), 27 pages, delivered 010116. Also available from http://www.bioss.sari.ac.uk/~chris/
- Weed and crop classification by automated digital image processing (called WACC) by Mattias Andersson, Master thesis, February 1998, delivered 010119
- P.Diggle (1983) Statistical analysis of point patterns, pp 1-9, 81. (called SAPP)
- C.A. Glasbey and K.V. Mardia(1998)
A review of warping methods. J. Applied Statistics 25,
155-171.
(called RWM)

C.A. Glasbey and K.V. Mardia(1998) A penalized approach to image warping, 32 pp. (called PAIW)

RWM+PAIW delivered 010209 - M. Larsen and Mats Rudemo (1998)
Optimizing templates for finding trees in aerial photographs,
Pattern Recognition Letters 19, 1153-1162. (called OTFT)

J. Lund and M. Rudemo (2000) Models for point processes observed with noise. Biometrika 87, 235-249. (called MPPO)

OFTF+MPPO delivered 010216 - Yee Hwa Yang, Sandrine Dudoit, Michael J. Buckley, Sandrine Dudoit and Terence P. Speed (2000). Comparison of methods for image analysis on cDNA microarray data (called CMIA), 38 pages. delivered 010223 Available from http://www.stat.Berkeley.EDU/users/terry/zarray/Html/matt.htm
- T. Voss and P. Haberl (2000) Observations on the reproducibility and matching efficiency of two-dimensional electrophoresis gels: Consequences for comprehensive data analysis. Electrophoresis 21, 3345-3350. (called ORME)

Data

Computer programmes

Computer exercises

Exam 2001 with solutions

Tuesday 16 Jan Lecture 10.00-11.45 | MD1 | SIA pp 1-17, examples of images, image filtering. |

Friday 19 Jan Lecture 8.00-9.45 | MD7 | SIA pp 17-22, histograms, thresholding, segmentation,morpho-
logical operations, object feature measurements. IAAT pp 1-16. |

Tuesday 23 Jan Exercise 15.15-17.00 | B | CE 1 |

Wednesday 24 Jan Lecture 8.00-9.45 | MD3 | SIA Chapter 2, pattern recognition. WACC.
Time for written examination decided. |

Friday 26 Jan Lecture 8.00-9.45 | MD3 | SIA Chapter 2, pattern recognition. WACC. SIA Chapter 3, statistical image modelling. |

Friday 26 Jan Exercise 13.15-15.00 | B | CE 1 - 2 |

Tuesday 30 Jan Exercise 15.15-17.00 | B | CE 1 - 2 |

Wednesday 31 Jan Lecture 8.00-9.45 | MD3 | SIA Chapter 3, statistical image modelling. |

Friday 2 Feb Lecture 8.00-9.45 | MD3 | SIA Chapter 3, statistical image modelling.
SIA Chapter 4, spatial random processes. |

Friday 2 Feb Exercise 13.15-15.00 | B | CE 2 - 3 |

Tuesday 6 Feb Exercise 15.15-17.00 | B | CE 2 - 3 |

Wednesday 7 Feb Lecture 8.00-9.45 | MD3 | SIA Chapter 5, point processes. |

Friday 9 Feb Lecture 8.00-9.45 | MD3 | Point processes, SAPP. Warping and matching, RWM. |

Friday 9 Feb Exercise 13.15-15.00 | B | CE 4. Project work |

Tuesday 13 Feb Exercise 15.15-17.00 | B | CE 4. Project work |

Wednesday 14 Feb Lecture 8.00-9.45 | MD3 | Warping and matching, PAIWM. |

Friday 16 Feb Lecture 8.00-9.45 | MD3 | SIA Chapter 7, Aerial photographs of forests, OFTF+MPPO |

Friday 16 Feb Exercise 13.15-15.00 | B | Project work |

Tuesday 20 Feb Exercise 15.15-17.00 | B | OBS OBS! No scheduled exercises this day, but you are welcome to use the computers. |

Wednesday 21 Feb 8.00-9.45 | OBS OBS! NO LECTURE | |

Thursday 22 Feb Guest lecture 15.15-16.15 | S1 | OBS OBS! Kenneth Jonsson, Fingerprint cards:
Biometric methods for person identification. |

Friday 23 Feb Lecture 8.00-9.45 | MD3 | Analysis of microarray data, CMIA. 2D electrophoresis, ORME. |

Friday 23 Feb Exercise 13.15-15.00 | B | Project work |

Tuesday 27 Feb Exercise 15.15-17.00 | B | Project work |

Wednesday 28 Feb Lecture 8.00-9.45 | MD3 | Problems from earlier examinations. |

Thursday 1 March before 16.00 | 1431 | Delivery of preliminary version of project reports |

Friday 2 March seminars 8.00-9.45 | MD3 | Seminars on projects |

Friday 2 March Seminars 13.15-15.00 | MD1 | Seminars on projects |

Wednesday 7 March,
8.45-12.45, Written examination, in ML 3 | ||
---|---|---|

Monday 12 March before 16.00 | 1431 | Delivery of project reports |

Last modified: Wed Mar 7 19:59:08 MET 2001