Course lectures given so far (not linked to specific dates, as some may span multiple classes)
- L00 Introduction (Wed., Jan 23).
- L01 Geometric Transformations (Fri., Jan 25 and Mon., Jan 28).
This material is also covered in Sections 2.1.1 and 2.1.2 in Szeliski's text.
- L02 Interpolation (Wed., Jan 30). This material is briefly covered by Szeliski in Section 3.5.1, but not well.
- L03 Photometric Transformations (Wed., Jan 30). This material is covered in Szeliski Section 3.1; Section 2.2 also provides useful background info.
- L04 Pearson's Correlation (Fri., Feb 1). This material is not in Szeliski, but the Wikipedia entry is pretty good.
- L05 Linear Correlation (Mon., Feb 4). This material is covered by Szeliski in Section 3.2.
- L06 Introduction to Fourier (Wed., Feb 6). This material is covered by Szeliski in Sections 3.4.1 and 3.4.2.
- L07 Fourier Matching (Fri., Feb 8). Same reading material as L06.
- No slides: discussion of programming assignment #1 (Mon., Feb 11).
- L08 Edges (Wed., Feb 13). This material is covered by Szeliski in Seciotn 4.2.
- L09 Orientation & the Structure Tensor (Fri., Feb 15). Szeliski, Section 4.1.1.
- L10 Introduction to PCA (Mon., Feb 18, Wed. Feb 20, Fri. Feb 22). Szeliski, Section 14.2.
- L11 Applied PCA (Mon., Feb 25, given by Ross Beveridge).
- No slides: discussion of programming assignment #2 (Wed., Feb 27, via Skype; and Mon., March 4).
- L12 Correlation Filters (Wed., March 6).
- L13 Features 1 (edges & lines) (Fri., March 8, Mon., March 11 and Wed. March 13)
- Midterm Exam (Fri., March 15)
- Spring Break (Mon., March 18 through Fri., March 22)
- Lecture 14: Kevin Bowyer (Mon., March 25)
- Classes canceled : Wed., March 27 and Fri., March 29
- L15 Segmentation
(Mon. April 1, Wed. April 3 and Fri. April 5)
- L16 Focus of Attention (Mon.,
April 8 and Wed. April 10)
- L17 Constellations and Bags of Words (Fri, April 12 and Mon, April 15)
- L18 Classifiers Part 1: Perceptrons, SVMs and Backpropagation (Wed., April 17 and Fri, April 19)
- L19 Classifiers Part 2: Bayesian Networks (Mon., April 22 and Wed., April 24)
- L20 Classifiers Part 3: Decision Trees and Nearest Neighbor (Fri., April 26)
- L21 Descriptors (Mon., April 29 and Wed., May 1)
- L22 Felzenswalb's Object Detector (Fri., May 3 and Mon., May 6)
- L23 Stereo (Wed., May 8)