in section 4.1 of the paper, the authors say they used a sparse variant of the levenberg marquardt algo. the levmar site (
http://www.ics.forth.gr/~lourakis/levmar/) you found earlier is exactly that. i don't think gsl wala has sparse matrix support. so will switch to levmar.
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