|
Week |
Lecture |
Topic |
|
Sep 07 |
notes,
video
|
Sensing and acquisition |
|
|
notes,
video
|
Sampling, quantization, and units |
| Spatial Domain |
Sep 14 |
notes,
video
|
Neighbourhoods and metrics |
|
|
notes,
video
|
Pixel operations: addition |
|
|
notes,
video
|
Pixel operations: subtraction and multiplication |
|
|
notes,
video
|
Pixel operations: boolean, linear, and power transforms |
|
|
notes,
video
|
Geometric transformations |
|
|
notes,
video
|
Homogeneous coordinates |
|
|
notes,
video
|
Colour spaces |
|
|
notes,
video
|
Histograms |
|
Sep 21 |
notes,
video
|
Order statistic filters; Bilinear and bicubic interpolation |
|
|
notes,
video
|
Spatial Filtering |
|
|
notes,
video
|
Properties of convolutions; Smoothing filters |
|
Sep 28 |
|
Test 1 - Sep 28 in class |
|
|
notes,
video
|
Sharpening filters |
|
|
notes,
video
|
Separable filters |
|
|
notes,
video
|
Gaussian variants |
|
|
|
Assignment 1 - due Oct 2 at noon |
| Frequency Domain |
Oct 05 |
notes,
video
|
Fourier intuition |
|
|
notes,
video
|
Projection of functions |
|
|
notes,
video
|
Function spaces |
|
Oct 12 |
|
Fall term break (no classes) |
|
Oct 19 |
notes,
video
|
Real Fourier series |
|
|
notes,
video
|
Complex Fourier series |
|
|
notes,
video
|
Fourier transform |
|
|
notes,
video
|
Convolution theorem |
|
|
notes,
video
|
1D discrete Fourier transform |
|
|
notes,
video
|
2D discrete Fourier transform |
|
Oct 26 |
|
Test 2 - Oct 26 in class |
|
|
|
Applications of the Fourier transform |
| CT Imaging |
Nov 02 |
|
Beer-Lambert Law |
|
|
|
CTs and sinograms |
|
|
|
Filtered backprojection |
|
|
|
Assignment 2 - due Nov 6 at noon |
|
Nov 09 |
|
more notes (as PDF) on filtered backprojection |
|
|
|
and more (as PDF) on filtered backprojection |
|
|
|
Iterative reconstruction |
|
Nov 16 |
|
Test 3 - Nov 16 in class |
| Feature Detection |
|
|
Segmentation |
|
|
|
Otsu's method |
|
|
|
Canny edge detection |
|
|
|
Hough transform |
|
|
|
Hough circle detection |
| Compression |
Nov 23 |
|
Compression introduction |
|
|
|
Information theory |
|
|
|
Huffman encoding |
|
|
|
Arithmetic encoding |
|
|
|
Run-length encoding |
|
|
|
LZW encoding |
|
Nov 30 |
|
Predictive encoding, including MPEG |
|
|
|
JPEG encoding |
| Topics |
|
|
HDR photography |
|
|
|
Tone mapping |
|
Dec 07 |
|
Test 4 - Dec 7 in class |
| |
|
|
|
Assignment 3 - due Dec 8 at noon |