CISC/CMPE 457 - Schedule & Notes
| Week | Lecture | Topic | |
|---|---|---|---|
| Introduction | Sep 04 | 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 11 | 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 18 | notes, video | Order statistic filters; Bilinear and bicubic interpolation | |
| notes, video | Spatial Filtering | ||
| notes, video | Properties of convolutions; Smoothing filters | ||
| Sep 25 | notes, video | Sharpening filters | |
| notes, video | Separable filters | ||
| A1 extended to Wednesday, September 27 at noon | |||
| notes, video | Gaussian variants | ||
| No class Sep 29 | |||
| Oct 02 | No class Oct 2 (truth & reconciliation) | ||
| Frequency Domain | notes, video | Fourier intuition | |
| notes, video | Projection of functions | ||
| notes, video | Function spaces | ||
| Oct 09 | Fall term break (no classes) | ||
| Oct 16 | notes, video | Real Fourier series | |
| Midterm - Wed Oct 18 at 9:30am in class | |||
| notes, video | Complex Fourier series | ||
| notes, video | Fourier transform | ||
| Oct 23 | notes, video | Convolution theorem | |
| notes, video | 1D discrete Fourier transform | ||
| notes, video | 2D discrete Fourier transform | ||
| notes, no video | Applications of the Fourier transform | ||
| CT Imaging | notes, video | Beer-Lambert Law | |
| notes, video | CTs and sinograms | ||
| Oct 30 | notes, video | Filtered backprojection | |
| notes, images | more notes (as PDF) on filtered backprojection | ||
| notes, images | and more (as PDF) on filtered backprojection | ||
| Nov 06 | notes, video | Iterative reconstruction | |
| Feature Detection | notes, video | Segmentation | |
| notes, video | Otsu's method | ||
| notes, video | Canny edge detection | ||
| notes, video | Hough transform | ||
| Nov 13 | No class Nov 13 (Remembrace service) | ||
| notes, video | Hough circle detection | ||
| Compression | notes, video | Compression introduction | |
| notes, video | Information theory | ||
| A2 due Thursday, Nov 16 at noon | |||
| notes, video | Huffman encoding | ||
| notes, video | Arithmetic encoding | ||
| Nov 20 | notes, video | LZW encoding | |
| notes, video | Run-length encoding | ||
| notes, video | Predictive encoding, including MPEG | ||
| notes, video | JPEG encoding | ||
| Various Topics | Nov 27 | notes | HDR imaging |
| notes, images | Image watermarking | ||
| notes | Tone mapping | ||
| A3 due Thursday, Nov 30 at noon | |||
| Dec 04 | Exam review | ||
| Sampling Theorem | not covered | notes, video | Impulse trains |
| notes, video | Fundamental period and frequency | ||
| notes, video | Sampling theorem | ||
| Flash / no-flash photography | |||
| Sound imaging (beamforming) | |||