CISC/CMPE 457 - Schedule & Notes
| Week | Lecture | Topic | |
|---|---|---|---|
| Sep 01 | 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 08 | 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 15 | notes, video | Order statistic filters; Bilinear and bicubic interpolation | |
| notes, video | Spatial Filtering | ||
| notes, video | Properties of convolutions; Smoothing filters | ||
| Sep 22 | notes, video | Sharpening filters | |
| notes, video | Separable filters | ||
| notes, video | Gaussian variants | ||
| Frequency Domain | Sep 29 | Fourier intuition | |
| Test 1 - Oct 2 in class | |||
| Projection of functions | |||
| Function spaces | |||
| Oct 06 | Real Fourier series | ||
| Complex Fourier series | |||
| Fourier transform | |||
| Convolution theorem | |||
| Assignment 1 - Oct 10 at noon | |||
| Oct 13 | Fall term break (no classes) | ||
| Oct 20 | 1D discrete Fourier transform | ||
| 2D discrete Fourier transform | |||
| Applications of the Fourier transform | |||
| CT Imaging | Beer-Lambert Law | ||
| CTs and sinograms | |||
| Oct 27 | Filtered backprojection | ||
| more on filtered backprojection | |||
| and yet more on filtered backprojection | |||
| Assignment 2 - due Oct 31 at noon | |||
| Iterative reconstruction | |||
| Feature Detection | Segmentation | ||
| Otsu's method | |||
| Canny edge detection | |||
| Hough transform | |||
| Nov 03 | Hough circle detection | ||
| Test 2 - Nov 6 in class | |||
| Compression | Compression introduction | ||
| Information theory | |||
| Nov 10 | Huffman encoding | ||
| Arithmetic encoding | |||
| LZW encoding | |||
| Nov 17 | Run-length encoding | ||
| Predictive encoding, including MPEG | |||
| JPEG encoding | |||
| Topics | HDR photography | ||
| Tone mapping | |||
| Nov 24 | Image watermarking | ||
| Flash / no-flash photography | |||
| Sound imaging (beamforming) | |||
| Test 3 - Nov 27 in class | |||
| Dec 01 | Assignment 3 - due Dec 1 at noon |