CISC/CMPE 457 - Schedule & Notes
| Week | Lecture | Topic | |
|---|---|---|---|
| Sep 02 | notes, video | Sensing and acquisition | |
| notes, video | Sampling, quantization, and units
More details on units of illumination |
||
| notes, video | Neighbourhoods and metrics | ||
| Spatial Domain | Sep 09 | 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 16 | notes, video | Order statistic filters; Bilinear and bicubic interpolation | |
| notes, video | Spatial Filtering | ||
| notes, video | Properties of convolutions; Smoothing filters | ||
| Sep 23 | notes, video | Sharpening filters | |
| Assignment 1 - Sep 25 | |||
| notes, video | Separable filters | ||
| notes, video | Gaussian variants | ||
| Sep 30 | No class Monday, Sep 30 (truth & reconciliation). Class moved to Tuesday, Oct 1 at 4:30. | ||
| Frequency Domain | notes, video | Fourier intuition | |
| Test 1 - Oct 2 | |||
| notes, video | Projection of functions | ||
| notes, video | Function spaces | ||
| Oct 07 | notes, video | Real Fourier series | |
| notes, video | Complex Fourier series | ||
| notes, video | Fourier transform | ||
| notes, video | Convolution theorem | ||
| Oct 14 | Fall term break (no classes) | ||
| Oct 21 | notes, video | 1D discrete Fourier transform | |
| notes, video | 2D discrete Fourier transform | ||
| notes | Applications of the Fourier transform | ||
| CT Imaging | notes, video | Beer-Lambert Law | |
| notes, video | CTs and sinograms | ||
| Oct 28 | notes, video | Filtered backprojection | |
| notes, images | more notes (as PDF) on filtered backprojection | ||
| notes, images | and more (as PDF) on filtered backprojection | ||
| Assignment 2 - Oct 30 | |||
| notes, video | Iterative reconstruction | ||
| Feature Detection | notes, video | Segmentation | |
| notes, video | Otsu's method | ||
| notes, video | Canny edge detection | ||
| notes, video | Hough transform | ||
| Nov 04 | notes, video | Hough circle detection | |
| Test 2 - Nov 6 | |||
| Compression | notes, video | Compression introduction | |
| notes, video | Information theory | ||
| Nov 11 | notes, video | Huffman encoding | |
| notes, video | Arithmetic encoding | ||
| notes, video | LZW encoding | ||
| Nov 18 | notes, video | Run-length encoding | |
| notes, video | Predictive encoding, including MPEG | ||
| notes, video | JPEG encoding | ||
| HDR photography | |||
| Tone mapping | |||
| Nov 25 | Image watermarking | ||
| Assignment 3 - Nov 27 | |||
| Flash / no-flash photography | |||
| Sound imaging (beamforming) | |||
| Dec 02 | Test 3 - Dec 2 |