Difference between revisions of "Stefan Karlsson/PersonalPage/Education/MultiScaleCourse"
| Line 1: | Line 1: | ||
| − | |||
| − | + | {{Infobox | |
| + | |image = [[Image:Segmentation-picture.png|200px]] | ||
| + | |header1 = Multiscale and Multidimensional Analysis | ||
| + | |header2 = '''Contact:''' [[Fernando Alonso-Fernandez]], [[Stefan Karlsson]] | ||
| + | }} | ||
| + | |||
| + | ='''Multiscale and Multidimensional Analysis course'''= | ||
| + | |||
| + | This is the web page for the course '''Multiscale and Multidimensional Analysis'''. | ||
| + | |||
| + | === Course information === | ||
| + | |||
| + | The course description will be available on the official university site soon. | ||
| + | |||
| + | Instructors: [[Fernando Alonso-Fernandez]], [[Stefan Karlsson]] | ||
| + | |||
| + | Class time: The schedule for the course will be made ad hoc, using doodle or by agreement over email. | ||
| + | |||
| + | Class location: E5. | ||
| + | |||
| + | Office hours: by appoinment. | ||
| + | |||
| + | Contact: Stefan.Karlsson(AHTT)hh.se or feralo(AHTT)hh.se. | ||
| − | |||
| − | |||
===Course organization=== | ===Course organization=== | ||
There will be roughly one new exercise made available to you for every session, and there will be a total of 4 exercises including a project. For each exercise there are several tasks for you to perform. These are to be completed and discussed during the sessions. Instructions on how to report on them will be given in the descriptions for the exercises. Communication '''WILL NOT''' be done through blackboard. | There will be roughly one new exercise made available to you for every session, and there will be a total of 4 exercises including a project. For each exercise there are several tasks for you to perform. These are to be completed and discussed during the sessions. Instructions on how to report on them will be given in the descriptions for the exercises. Communication '''WILL NOT''' be done through blackboard. | ||
| + | |||
=Exercises and sessions (files will be made available before each session)= | =Exercises and sessions (files will be made available before each session)= | ||
Revision as of 18:47, 9 January 2015
| |
| Multiscale and Multidimensional Analysis | |
|---|---|
| Contact: Fernando Alonso-Fernandez, Stefan Karlsson |
Contents
Multiscale and Multidimensional Analysis course
This is the web page for the course Multiscale and Multidimensional Analysis.
Course information
The course description will be available on the official university site soon.
Instructors: Fernando Alonso-Fernandez, Stefan Karlsson
Class time: The schedule for the course will be made ad hoc, using doodle or by agreement over email.
Class location: E5.
Office hours: by appoinment.
Contact: Stefan.Karlsson(AHTT)hh.se or feralo(AHTT)hh.se.
Course organization
There will be roughly one new exercise made available to you for every session, and there will be a total of 4 exercises including a project. For each exercise there are several tasks for you to perform. These are to be completed and discussed during the sessions. Instructions on how to report on them will be given in the descriptions for the exercises. Communication WILL NOT be done through blackboard.
Exercises and sessions (files will be made available before each session)
1. Linear scale space (Stefan): 1 WEEK
- Waveletets (Gabor, Mexican Hat)
- Pyramids (Gaussian, Laplacian, etc.)
- Median filtering
2. Directionality analysis (Fernando): 1 WEEK
- Structure tensor, HOGs, Gabor
- Edges, corners
3. Non-linear scale-space (Stefan): 1.5 WEEK
- Variational formulations
- Non-linear filtering
- De-noising
→ PRACTICAL ASSIGNMENT
4. Feature analysis (Fernando): 1.5 WEEK
- Feature extraction, pattern matching and classification
→ PRACTICAL ASSIGNMENT
5. Applications for computer vision/object detection (Fernando, Stefan): 1 WEEK
Topics to present will include (but are not restricted to):
- SIFT
- Viola-Jones
- Perona-Malik
→ FINAL PROJECT ASSIGNMENT
