CISC 472 Schedule & Notes
| Section | Week | Lecture | Topic |
|---|---|---|---|
| X-Ray | Jan 8 | notes, video | X-ray/patient interactions |
| notes, video | Beer-Lambert law | ||
| notes, video | X-ray characteristics and risks | ||
| notes, video | Vectors and projections (ignore the graphics parts in the video) | ||
| notes | Fourier Transform | ||
| CT | Jan 15 | notes, video | CTs and sinograms |
| notes, video | Filtered backprojection | ||
| notes, video | Iterative reconstruction | ||
| MRI | Jan 22 | notes, video | Spin and precession |
| notes, video | Magnetic resonance | ||
| notes, video | Relaxation | ||
| notes, video | Spin echo and gradient echo | ||
| notes, video | TR and TE | ||
| A1 due Friday Jan 26 at noon | |||
| Jan 29 | notes, video | Inversion recovery | |
| notes, video | Fourier transform | ||
| 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 | ||
| PET | powerpoint | PET imaging. MLEM and OSEM reconstruction algorithms | |
| Visualization | Feb 5 | notes, video | Digitally Reconstructed Radiographs |
| MIP, surface rendering, transfer functions | |||
| Segmentation | Feb 12 | notes, video | Segmentation |
| notes, video | Canny edge detection | ||
| notes (PDF) | Gaussian Mixture Models | ||
| A2 due Friday Feb 16 at noon | |||
| Feb 19 | Winter term break (no classes) | ||
| Point Registration | Feb 26 | notes, video | Hough transform |
| notes, video | Hough circle detection | ||
We're moving into geometric operations this week. If you are not familiar with coordinate transforms or with homogeneous coordinates, or would like a review, please take a look the following notes and videos from CISC 454: |
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| notes, video | Rotational transformations (CISC 454) | ||
| notes, video | Compositions of transformations (CISC 454) | ||
| notes, video | Homogeneous coordinates (CISC 454) | ||
Here's this week's 472 material: |
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| notes, video | Coordinate systems | ||
| notes, video | Geometric toolkit I | ||
| notes, video | Geometric toolkit II | ||
| Mar 4 | notes, video | Least square problems | |
| notes, video | RANSAC | ||
| notes, video | Procrustes method | ||
| Mar 11 | notes, video | Iterated Closest Point | |
| notes, video | Epipolar geometry | ||
| notes | Stereo Tool Tracking (also in Epipolar Geometry video) | ||
| A3 due Friday Mar 15 at noon | |||
| Image Registration | Mar 18 | notes, video | Similarity measures |
| notes, video | Joint histograms | ||
| notes, video | Entropy | ||
| Mar 25 | notes, video | Conditional Entropy | |
| notes, video | Mutual information | ||
| notes, video | Optimization methods | ||
| 2D/3D Registration | Apr 1 | notes, video | CT-to-Fluoro Registration |
| A4 due Friday Apr 5 at noon | |||