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TSBB06 Multidimensional Signal Analysis
Teaching Plan HT2
| Lecture | Lesson | Computer Exercise | Content | Related Material |
|---|---|---|---|---|
| 2A | Introduction and overview | Compendium Part 1. | ||
| 2B | Dual bases | Compendium Part 2. | ||
| 2C | Least-squares problems, subspaces, normalised convolution | Processing Incomplete and Uncertain Data using Subspace Methods, Westin & Knutsson, ICPR, 1994 (accessible from LiU IP-addresses). | ||
| 4 | Scalar products, dual bases, subspaces |
Problems on exercise sheet 4 (answers). You may also consider old exam problems, e.g.
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| C | Normalised convolution | |||
| 2D | Principal component analysis | |||
| 2E | Filtering techniques, scale spaces | Video: ScaleSpace-1-Intro and ScaleSpace-3-DiffusionEquation. | ||
| D | Principal component analysis | |||
| 2F | Over-determined representations, frames and the continuous wavelet transform | Video: Frames-1-Intro. | ||
| E | Image blending | A Multiresolution Spline with Application to Image Mosaics, Burt & Adelson, 1983 (accessible from LiU IP-addresses.) | ||
| 5 | Principal component analysis, frames |
Problems on exercise sheet 5 (answers). You may also consider old exam problems, e.g.
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| 2G | Filter banks, Multi-resolution analysis (I) | Video: FilterBanks-1-Intro. | ||
| 2H | Multi-resolution analysis (II), DWT, buffer time | |||
| 6 | Filter banks, discrete wavelet transform (DWT), continuous wavelet transform (CWT) | Sections 21–22 and Section 20 in the exercises (answers — severely lacking, unfortunately). | ||
| F | Oversampling & discrete wavelet transform |