Introduction to Computer Vision

Overview: Videos and slides can be found below.

1. Introduction to Computer Vision

Notes: An overview of some of the main tasks studied in the field of computer vision.
Slides: link (pdf)
Further resources and references: link

2. Image structure (finding edges)
Slides: link (pdf)

3. Image structure (the aperture problem, blobs and scale space)
Slides: link (pdf)

4. Image structure (matching and correspondence, SIFT)
Slides: link (pdf)

5. Image structure (textures and filter banks)
Slides: link (pdf)

Note on usage/credits: A number of slides circulating in the computer vision community (including some of mine) owe a great deal to the heroic efforts of a number of individuals. These include, but are not limited to Roberto Cipolla, David Forsyth, Steve Seitz, Svetlana Lazebnik, Alyosha Efros. I’ve attempted to credit slide content where I could find the original source, but sometimes figures are so widely used that it’s difficult to be sure of the original author. If you find missing references, please let me know. Please feel free to use the slides if you find them useful - if so, please preserve references to the original authors of content where they are noted.