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 | notes, video | Fourier intuition |
| notes, video | Projection of functions | ||
| Test 1 - Oct 2 in class | |||
| notes, video | Function spaces | ||
| Oct 07 | notes, video | Real Fourier series | |
| notes, video | Complex Fourier series | ||
| notes, video | Fourier transform | ||
| notes, video | Convolution theorem | ||
| Assignment 1 - Oct 10 at noon | |||
| Oct 13 | Fall term break (no classes) | ||
| Oct 20 | notes, video | 1D discrete Fourier transform | |
| notes, video | 2D discrete Fourier transform | ||
| notes | Applications of the Fourier transform | ||
| MRI | notes, video | Spin and precession | |
| notes, video | Magnetic resonance | ||
| notes, video | Relaxation | ||
| Oct 27 | notes, video | Spin echo and gradient echo | |
| notes, video | TR and TE | ||
| notes, video | Inversion recovery | ||
| notes, video | Frequency encoding | ||
| notes, video | Phase encoding: Gradients and phase shift | ||
| notes, video | Phase encoding: Fourier decomposition | ||
| notes, video | Phase encoding: Amplitude and phase determination | ||
| notes, video | Phase encoding: Pulse sequences | ||
| Assignment 2 - due Oct 31 at noon | |||
| Feature Detection | Nov 03 | notes, video | Segmentation |
| notes, video | Otsu's method | ||
| notes, video | Canny edge detection | ||
| notes, video | Hough transform | ||
| notes, video | Hough circle detection | ||
| Test 2 - Nov 6 in class | |||
| Compression | Nov 10 | Compression introduction | |
| Information theory | |||
| 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 | ||
| Sampling Theorem | not covered | notes, video | Impulse trains |
| not covered | notes, video | Fundamental period and frequency | |
| not covered | notes, video | Sampling theorem | |
| CT Imaging | not covered | notes, video | Beer-Lambert Law |
| not covered | notes, video | CTs and sinograms | |
| not covered | notes, video | Filtered backprojection | |
| not covered | notes, images | more notes (as PDF) on filtered backprojection | |
| not covered | notes, images | and more (as PDF) on filtered backprojection |