Untitled Document

Schedule (tentative)

Date	Movies for pre-viewing if you find this helpful	Topic and Slides	Readings	Quiz and Assignments
20 Jan	This meeting will be a kickoff meeting. The movie is on mediaspace, here	Introduction: What Computer Vision DoesPPTX, PDF	Self-study: I can no longer find David Fouhey's page on "Mastery"; sorry Zico Kolter put together a nice linear algebra tutorial here . Readings from draft Computer Vision (D.A. Forsyth, likely 2026)	Quiz:
22 Jan	Obtaining Images	Obtaining Images PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Obtaining Images	Quiz: to be discussed in class:
27 Jan	Upsampling Smoothing and downsampling	Upsampling PDF PPTX Smoothing and downsampling PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Upsampling and Downsampling	Quiz: to be discussed in class: Assignment: you do this: 3.14 (a), (b), (c), (d) Due date: 9 Feb, 23h59 CST
29 Jan	Geometric transformations Transforming images	Geometric transformations PDF PPTX Transforming images PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Geometric Image Transformations	Quiz: to be discussed in class:
3 Feb	Linear Filters Finding Patterns Denoising	Linear Filters PDF PPTX Finding Patterns PDF PPTX Denoising PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Convolution Applications of Convolution	Quiz: to be discussed in class:
5 Feb	Denoising considerations Denoising with optimization	Denoising considerations PDF PPTX Denoising with optimization PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Optimization based denoising	Quiz: to be discussed in class: Assignment: you do this: 6.15 (a), (b), (c), (d) Due date: 16 Feb, 23h59 CST
10 Feb	Edges and orientations Interest points	Edges and orientations PDF PPTX Interest points PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Edges and interest points	Quiz: to be discussed in class:
12 Feb	Background subtraction and shot boundary detection Image segmentation as clustering The k-means algorithm Graph theoretic clustering	Background subtraction and shot boundary detection PDF PPTX Image segmentation as clustering PDF PPTX The k-means algorithm PDF PPTX Graph theoretic clustering PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Image Segmentation with Clustering	Quiz: to be discussed in class:
17 Feb	Inpainting by matching patches Patch based denoising	Inpainting by matching patches PDF PPTX Patch based denoising PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Using Patches to Inpaint and Denoise	Quiz: to be discussed in class:
19 Feb	Fourier Series Fourier Transforms Using the Convolution Theorem Sampling and Aliasing	Fourier Series PDF PPTX Fourier Transforms PDF PPTX Using the Convolution Theorem PDF PPTX Sampling and Aliasing PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) The Fourier Transform Applications of the Fourier Transform	Quiz: to be discussed in class:
24 Feb	Representing Lines and Planes The Hough Transform Classification and Detection by Voting	Representing Lines and Planes PDF PPTX The Hough Transform PDF PPTX Classification and Detection by Voting PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Voting and its Applications	Quiz: to be discussed in class:
26 Feb	Fitting Just One Line Fitting One Line in the Presence of Outliers RANSAC: Searching for Good Points	Fitting Just One Line PDF PPTX Fitting One Line in the Presence of Outliers PDF PPTX RANSAC: Searching for Good Points PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Fitting Lines	Quiz: to be discussed in class:
3 Mar	Mosaics Registration easy cases	Mosaics PDF PPTX Registration easy cases PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Mosaics and Registration	Quiz: to be discussed in class:
5 Mar	Robustness, IRLS and RANSAC Unknown Correspondence and ICP	Robustness, IRLS and RANSAC PDF PPTX Unknown Correspondence and ICP PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Registration, Outliers and Correspondence	Quiz: to be discussed in class:
10 Mar	Encoding and Decoding Learning by Descent Losses and Generalization	Encoding and Decoding PDF PPTX Learning by Descent PDF PPTX Losses and Generalization PDF PPTX	Readings from draft Computer Vision (D.A. Forsyth, likely 2027) Learned Image Codes	Quiz: to be discussed in class: