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mvpr:thesisprojects [2012/01/04 15:05]
kyrki
mvpr:thesisprojects [2013/01/30 10:59] (current)
jkamarai [Image Alignment Using Pairwise Matching]
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 ===== Available topics ===== ===== Available topics =====
 +
 +==== Optimal Codebook for Visual Bag of Words ====
 +
 +Visual Bag-of-Words has become one of the key tools for "​google kind of" image based search. In this project you play with the existing code and data and you writen a machine learning algorithm that will iteratively or randomly generate, test and search optimal codebooks for the BoW based image matching. In particular, the codebooks based on linear filters will be considered.
 +
 +  * C/C++ and/or Matlab skills are required.
 +  * Supervisor: Prof Joni Kamarainen
 +  * Please contact the supervisor for more details.
 +
 +==== Image Alignment Using Pairwise Matching ====
 +
 +The main idea of this project is to extend our previous image alignment method using single global seed, to align images pairwise and then build a tree structure which can
 +align each image to any other image via the tree paths. For more details see our BMVC [[http://​www2.it.lut.fi/​mvpr/​data/​Lankinen-bmvc2011.pdf|paper]].
 +
 +  * C/C++ and/or Matlab skills are required.
 +  * Supervisor: Prof Joni Kamarainen
 +  * Please contact the supervisor for more details.
  
 ==== Model Predictive Visual Servoing ==== ==== Model Predictive Visual Servoing ====