Other topics that may be covered in class
Date | Lecture Topics | Suggested Readings | Additional material |
---|---|---|---|
29 Aug 2011 | Introduction: Representing Sounds and Images [slides] |
Tom, Dick and Mary discover the DFT [pdf] Vetterli's tutorial on Wavelets [pdf] Time Frequency Representations [pdf] |
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1 Sep 2011 | Introduction to Linear Algebra [slides] |
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6 Sep 2011 | Introduction to Linear Algebra II [slides] |
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13 Sep 2011 | DSP refresher: data parameterization [slides] |
  | Additional DSP notes [link] |
15 Sep 2011 | Eigen representations: Eigenfaces [slides] |
Short tutorial [link] |
Paper describing Eigenfaces [pdf] Tutorial with Matlab code[link] |
20 Sep 2011 | Detecting faces in Images [slides] |
Viola Jones classic paper [pdf] | Excellent list of Face recognition papers [link] |
22 Sep 2011 | Expectation Maximization [slides] |
Self contained tutorial [link] |
Jeff Bilmes tutorial [link] Variants of EM[link] |
27 Sep 2011 | No class | ||
29 Sep 2011 | Probabilistic Latent Component Analysis [slides] |
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4 Oct 2011 | Guest Lecture: Prof. Alan Black Speech Synthesis [slides] |
Statistical Parametric Speech Synthesis [pdf] |
Instructions for building a talking clock in your voice [link] |
6 Oct 2011 | PLCA / LVA 2 [slides] |
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11 Oct 2011 | Shift-Invariant Decompositions [slides] |
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13 Oct 2011 | Guest Lecture: Prof. Fernando de la Torre Component Analysis [slides] |
Tutorial paper on PCA [pdf] Another tutorial[pdf] |
Original paper on ICA [pdf] |
18 Oct 2011 | Clustering [slides] |
Andrew Moore's tutorial on K-means clustering [link] |
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20 Oct 2011 | Clustering II [slides] |
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10 Nov 2011 | Guest Lecture: Prof. Marios Savvides Biometrics: Iris [slides] |
  | How Iris Recognition Works [link] How the Afghan Girl was Identified[link] |