Machine Learning - Spring 2007

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Contents

[edit] Overview

This is a discussion forum for our group in Isbell's Machine Learning - Spring 2007 class.

[edit] Mailing list

http://groups.google.com/group/ml-07/topics

[edit] Team Members

  • Gaurav Gupta - gaurav@cc
  • Roozbeh - roozbehm@cc.gatech.edu
  • Pradeep - pradeepy@cc.gatech.edu

[edit] Project Ideas

[edit] Links

http://www.ics.uci.edu/~mlearn/MLRepository.html 

-- http://vision.cs.princeton.edu/documents/Fei-FeiPerona2005.pdf
-- Associated Presentation http://www.cs.cmu.edu/~tmalisie/presentations/pLSA_LDA_in_images.ppt

http://ieeexplore.ieee.org.gtel.gatech.edu:2048//iel5/36/30375/01396330.pdf http://www.cs.ubc.ca/~vogel/publications/apgv06_VogelSchwaningerWallravenBuelthoff.pdf http://www.cs.ubc.ca/~vogel/publications/IJCV06_VogelSchiele.pdf http://www.idiap.ch/~quelhas/papers/CIVR2006.pdf http://cogvis.nada.kth.se/yr1-presentations/semantic_categorization.pdf

  • Roozbeh papers: 
-- http://www.nada.kth.se/~pronobis/research/iros06.pdf 
-- Associated thesis http://www.nada.kth.se/~pronobis/research/mscthesis_printer.pdf

http://www.informatik.uni-freiburg.de/~stachnis/pdf/rottmann05aaai.pdf

[edit] Selected Papers



[edit] Implementations

  • SURF Features: (needs GCC-4.0.2)

http://www.vision.ee.ethz.ch/~surf/eccv06.pdf

http://www.vision.ee.ethz.ch/~surf/papers.html

  • SIFT C++:

http://vision.ucla.edu/~vedaldi/code/siftpp/siftpp.html


  • SIFT O'Caml:

http://swiki.cc.gatech.edu:8080/cs4495-fl04/26

[edit] Datasets

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