Computer Assisted Image Analysis I
1TD396, Spring 2013, 5 credits
Goal
- To give an introduction to the processing and analysis of digital images.
Contents
- Pointwise image operators
- Local image operators
- Fourier analysis of images
- Mathematical morphology and distance transforms
- Image segmentation
- Object description
- Classification
- Color images and image compression
- Applications of image analysis
Examiner
Anders Brun, [1]
Schedule
Teachers
- Anders Brun
- Cris Luengo
- Vladimir Curic
- Filip Malmberg
- Azadeh Fakhrzadeh
- Kristina Lidayová
Lectures and Labs
| Date, Place | Title | Teacher | Chapters | Files |
|---|---|---|---|---|
| Tue 2012-01-22, 13-15, Pol_2446 | Introduction | Anders | 1, 2.1-2.4 | lecture_introduction.pdf VT13_MATLAB.pdf
|
| Thu 2012-01-24, 13-15, Pol_2446 | Pointwise Operators | Anders | 2.6.1-2.6.4 and 3.1-3.3 | lecture_pointwise.pdf L02_example.zip |
| Mon 2012-01-28, 15-17, Pol_2446 | Local Operators | Anders | 2.5.1-2.5.2, 3.4-3.7 (and 5.3) | lecture_local.pdf competition.zip localop_loop.m
|
| Wed 2012-01-30, 10-12, Pol_2446 | Fourier Image Processing I | Cris | 4.2, 4.3, 4.4, 4.5, 4.6, 4.11.1, 4.11.3 | lecture_fourier1.pdf lecture_fourier1_demo.zip |
| Fri 2012-02-01, 13-17, Pol_1515D | LAB 1 | Kristina, Vladimir, Azadeh | Lab1_all_material.zip |
|
| Mon 2012-02-04, 10-12, Pol_1211 | Fourier Image Processing II | Cris | 4.8, 4.9, 4.10, 5.2, 5.5, 5.7, 5.8 | lecture_fourier2.pdf lecture_fourier2_demo.zip |
| Wed 2012-02-06, 13-15, Pol_2446 | Mathematical Morphology and Distance Transforms | Vladimir | 9.1-9.5.8, 9.6.1-9.6.3 | lecture_morphology_dt.pdf |
| Mon 2012-02-11, 13-15, Pol_2446 | Image Segmentation | Filip | 10.1-10.2.5 and 10.3-10.5. | lecture_segmentation.pdf |
| Fri 2012-02-15, 13-17, Pol_2510D | LAB 2 | Kristina, Vladimir, Azadeh | lab2_material.zip |
|
| Mon 2012-02-18, 15-17, Pol_2446 | Object Description | Azadeh | 11.1-11.4 | lecture_objectdecriptors.pdf |
| Wed 2012-02-20, 13-15, Pol_2446 | Classification | Vladimir | 12-12.2.3 | lecture_classification.pdf |
| Mon 2012-02-25, 10-12, Pol_2446 | Color Images and Image Compression | Anders | 6 and 8 | lecture_color_compression.pdf |
| Thu 2012-02-28, 08-12, Pol_1515D | LAB 3 | Kristina, Vladimir, Azadeh | lab3_material.zip |
|
| Mon 2012-03-04, 15-17, Pol_2446 | Applications | Anders, Cris, Ida-Maria (Vironova AB) | lecture_applications.pdf applications_cris.pdf (new theory introduced in this lecture will not be a part of the written exam. Ida-Marias slides will not be available.) |
|
| Wed 2012-03-06, 13-15, Pol 2446 | Review | Anders |
Labs
During the lab sessions, you will be able to try out things learned in the lectures. Please come prepared! That means, go over the lectures again and read the relevant sections in the book. If you are properly prepared, you should be able to finish all the exercises during the lab session.
Examination
Exam Mon 2013-03-11, 8-13. Re-exam Thu 2013-06-13, 14-19.
For each lab finished before its deadline you will receive 2 additional points on the written exam (the exam will have a total of 40 points). This leads to a total of 15% bonus score on the exam.
On the written exam you will be allowed to carry one sheet (two sides) with hand-written notes. Preparing your own notes for the exam is a helpful studying technique, and we see little point in memorizing things.
Old exams:
- exam_20120307.pdf answers_20120307.pdf (updated fri 2013-03-08)
- exam_20110311.pdf
- exam_20100113.pdf
Literature
Most of the lectures are based on this book:
- R. C. Gonzalez and R. E. Woods, "Digital Image Processing",3rd. ed. : Upper Saddle River, N.J. : Prentice Hall, cop. 2008, ISBN: 9780131687288.
You can get it (order it) at any bookstore (e.g. LundeQ) and also online, for example at: adlibris.com
or bokus.com. A few books are also available through libraries.
Copies of slides and other material will be handed out during most of the lectures. The written exam is based on content covered in the lectures (oral presentation, lecture notes and blackboard examples). The book is highly recommended for background information and details about methods and theory.