Thursday, August 2, 2012

The Gurus of Image Classification



Francis Bach    http://www.di.ens.fr/~fbach/


Alyosha Efros    http://www.cs.cmu.edu/~efros/




Zaid Harchaoui    http://www.harchaoui.eu/zaid/en/


Martial Hebert    http://www.cs.cmu.edu/~hebert/

Christoph Lampert

Christoph Lampert    http://pub.ist.ac.at/~chl/

Ivan Laptev

Ivan Laptev    http://www.di.ens.fr/~laptev/

Aude Oliva

Aude Oliva     http://cvcl.mit.edu/aude.htm

Beckman Institute

Jean Ponce     http://www.di.ens.fr/~ponce/enindex.html

headshot
Deva Ramanan     http://www.ics.uci.edu/~dramanan/



Cordelia Schmid     http://lear.inrialpes.fr/people/schmid/



Josef Sivic     http://www.di.ens.fr/~josef/



Antonio Torralba     http://web.mit.edu/torralba/www/



Andrew zisserman    http://www.robots.ox.ac.uk/~vgg/

Tutorials collections



  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

  1. Bag-of-Features models for category-level classification, Cordelia Schmid
  2. Sparse coding and dictionary learning for image analysis, Jean Ponce
  3. Category-level localization, Andrew Zisserman
  1. Learning with structured inputs and outputs, Christoph Lampert
  2. Large-scale learning, Zaid Harchaoui
  3. More words and bigger pictures, David Forsyth
  1. Human actions (part 1), Ivan Laptev
  2. Human actions (part 2), David Forsyth
  3. Human pose estimation, Deva Ramanan
  4. Geometry for recognition and scene analysis, Martial Hebert
  1. Human vision, Aude Olivia
  2. Large scale recognition / Context / many categories, Antonio Torralba
  3. Big data, Alyosha Efros