INRIA Visual Recognition and Machine Learning Summer School 2012

Lecture slides

1. Supervised learning, SVMs, kernel methods, Francis Bach

2. Instance-level recognition (part 1), Cordelia Schmid

3. Instance-level recognition (part 2), Josef Sivic

4. Large-scale visual search (part 1), Josef Sivic

5. Large-scale visual search (part 2), Cordelia Schmid

6. Bag-of-Features models for category-level classification, Cordelia Schmid

7. Sparse coding and dictionary learning for image analysis, Jean Ponce

8. Category-level localization, Andrew Zisserman

9. Learning with structured inputs and outputs, Christoph Lampert

10. More words and bigger pictures, David Forsyth

11. Human actions (part 1), Ivan Laptev

12. Human actions (part 2), David Forsyth

13. Human pose estimation, Deva Ramanan

14. Human vision, Aude Olivia

15. Large scale recognition / Context / many categories, Antonio Torralba

16. Big data, Alyosha Efros

 

Website of the summer school: http://www.di.ens.fr/willow/events/cvml2012/