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
  • Applications of Convolution
  • Fourier Transforms, Sampling and Aliasing PPTX, PDF
Sep 12
  • Denoising Images using Optimization PPTX, PDF
 Reading:
Sep 17
  • Edges and Interest Points

Assignment 1 due!

Reading:
Sep 19
  • Denoising Images using Distant Pixels PPTX PDF
 Reading:
Sep 24
  • Forming and Using Patch Dictionaries PPTX, PDF
 Reading:
Sep 26
  • Voting and its Applications: PPTX, PDF

Homework: Assignment 2 Draft Due Oct 9

Reading:
Oct 1 Reading:
Oct 3 Reading:
Oct 8 Reading:
Oct 10
  • Learned Image Codes: PPTX, PDF
  • Making an AutoEncoder that Works: PPTX, PDF
 Reading:
Oct 15
  • Making an AutoEncoder that Works: PPTX, PDF
  • Forcing Images to be Realistic: PPTX, PDF
  • Mapping Images to Image-like Things: PPTX, PDF
 Reading:
Oct 17
  • Mapping Images to Image-like Things: 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