Schedule
Tentative
| Week | Topics | Reading |
|---|---|---|
| 1/30 | Introduction What is an image? |
Ch. 1, skim 2.2 |
| 2/6 | Image processing tools Microscopy image formation |
Microscopy Image Formation |
| 2/13 | IEEE 1394 cameras Camera calibration |
|
| 2/20 | Image processing Point operations |
Ch. 2.3, 3.1 |
| 2/27 | Binary images Morphological operations |
Ch. 3.3.2 – 3.3.4 |
| 3/5 | Morphological operations Background subtraction |
|
| 3/12 | Neighborhood operations Linear filtering Edges |
Ch. 3.2, 3.3 |
| 3/19 | Spring break | |
| 3/26 | Edges Image Features |
Ch. 4.1, 4.2 |
| 4/2 | Midterm Feature tracking |
Shi & Tomasi, 1994 |
| 4/9 | Object tracking Particle filter |
Nummiaro et al., 2003 |
| 4/16 | Particle filter Texture-based classification |
Varma & Zisserman, 2003 |
| 4/23 | Texture-based classification | |
| 4/30 | Classification Final presentations |
|
| 5/9 | Final exam: Wednesday 9 May 2012, 9:00 am | |