 Day |
Date |
Topic |
Reading |
| 1-1 |
M |
Nov 26 |
Introductions and overview |
Ch 1 Please do assigned readings before class |
Image basics
|
| 1-2 |
T |
27 |
Visual perception, image model |
Ch 2.1-2.2 |
| 1-3 |
R |
29 |
Image acquisition issues: sampling, quantization, aliasing,
noise |
Ch 2.3 |
| 2-1 |
M |
Dec 3 |
Image categories, image visualization and measurement
techniques |
|
Spatial-domain processing
|
| 2-2 |
T |
4 |
Pixel relationships |
Ch 2.4 |
| |
Point-wise
processing applications: |
| 2-3 |
R |
6 |
Binary image techniques, intensity transformations,
pseudo-color coding |
Ch 4.1.1, 4.2.1, 4.6.3 |
| 3-1 |
M |
10 |
Histogram equalization |
Ch 4.2.2 |
| 3-2 |
T |
11 |
Subtraction-based techniques (trend removal,
motion/difference detection), image averaging |
Ch 4.2.3.4.2.4 |
| 3-3 |
R |
13 |
Thresholding |
Ch 7.3.1-7.3.4 |
| |
Neigborhood
processing applications: |
| 4-1 |
M |
17 |
Convolution filtering, lowpass filter |
Ch 4.3.1-4.3.2 |
| 4-2 |
T |
18 |
Exam 1 |
|
| 4-3 |
R |
20 |
Median, highpass filters |
Ch 4.3.2-4.3.3 |
| 5-1 |
M |
Jan 7 |
Edge detectors |
Ch 7.1 |
| 5-2 |
T |
8 |
Matched filtering (template matching) |
|
| |
Geometric
transformations: |
| 5-3 |
R |
10 |
Image geometry |
Ch 5.9 |
| 6-1 |
M |
14 |
Image warping |
|
| 6-2 |
T |
15 |
Hotelling transformation |
Ch 3.6 |
Frequency-domain processing
|
| 6-3 |
R |
17 |
1-D to 2-D discrete Fourier transformation (DFT) |
Ch 3.1-3.2 |
| 7-1 |
M |
21 |
2-D DFT properties, practical issues |
Ch 3.3 |
| |
Applications: |
| 7-2 |
T |
22 |
Filtering techniques |
Ch 4.1.2, 4.4.1-4.4.2 |
| 7-3 |
R |
24 |
Filtering applications |
Ch 4.4 |
| 8-1 |
M |
28 |
Homomorphic filtering |
Ch 4.4.3 |
| 8-2 |
T |
29 |
Inverse filtering |
Ch 5.1, 5.4 |
Image compression
|
| 8-3 |
R |
31 |
Issues and definitions |
Ch 6.1, 6.2 |
| |
Lossless
compression: |
| 9-1 |
M |
Feb 4 |
Huffman, run-length coding |
Ch 6.4 |
| 9-2 |
T |
5 |
Exam 2 |
|
| 9-3 |
R |
7 |
Predictive coding |
Ch 5.3, 8.3 |
| |
Lossy compression: |
| 10-1 |
M |
11 |
Delta modulation |
Ch 6.5 |
| 10-2 |
T |
12 |
Transform coding |
Ch 10.5-6 |
| 10-3 |
R |
14 |
Applications |
|
