Schedule (tentative)

Date Topic Readings (F&P 2nd ed.), assignments
August 27 Introduction: What Computer Vision DoesPPTX, PDF Self-study: See resources for Python and linear algebra tutorials, feel free to try U Mich EECS442 Mastery Assignment as a warmup
August 29
  • Upsampling, Smoothing and Downsampling PPTX, PDF
  • Geometric Image Transformations: PPTX, PDF
Sep 3

  • Geometric Image Transformations

Homework: Assignment 1 Draft

Reading:
Sep 5 I am away; lecture is by video, below

  • Patterns, Smoothing and Filters

Homework: Assignment 1 Draft

Reading:
Sep 10
Sep 12
  • Denoising Images using Optimization PPTX, PDF
 Reading:
Sep 17
  • Edges, Corners, and Keypoints
    • Edges and edge detection PDF, PPTX
    • Corners and keypoints PDF, PPTX

      I did not lecture the block on deriving the Harris corner detector criterion, but it does appear on the quiz

Assignment 1 due!

Reading:
Sep 19
  • Denoising Images using Distant Pixels PPTX PDF
 Reading:
Sep 24
  • Forming and Using Patch Dictionaries PPTX, PDF

The first quiz will start being available today on canvas. When you decide to start the quiz, you'll get 90 mins to answer 25 straightforward questions. Time is calculated to be much more than you need. The window for the quiz will be open for one week.

 Reading:
Sep 26 I am away; lecture is by video, below

  • Voting and its Applications: PPTX, PDF

Homework: Assignment 2 Draft Due Oct 15

Reading:
Oct 1 Reading:
Oct 3 Reading:
Oct 8 Reading:
Oct 10
  • Learned Image Codes: PPTX, PDF
  • Making an AutoEncoder that Works: MISSING PPTX, PDF
 Reading:
Oct 15
  • Mapping Images to Image-like Things: PPTX, PDF
  • The elements of classification: PPTX, PDF
 Reading:
Oct 17
  • Forcing images to be realistic PPTX, PDF
  • Image to Image mapping using classification ideas PPTX, PDF
 Reading:
Oct 22 Reading:
Oct 24 Reading:
Oct 29 Reading:
Oct 31 Reading:
Nov 5 Reading:
Nov 7 Reading:
Nov 12 Reading:
Nov 14 Reading:
Nov 19 Reading:
Nov 22 Reading:
November 26 Thanksgiving break
November 29 Thanksgiving break
Dec 3 Reading:
Dec 5 Reading:
Dec 10 TBD PPTX, PDF
  • Final project reports due December 12
  • Assignment 5 due 11 Dec