Large margin filtering 0.9

remi flamary, alain rakotomamonjy — Sat, 18 Feb 2012 15:50:43 -0000

This code is an implementation of the large margin filtering method for both 1D sequence labeling and 2D pixel classification in images. It is the code that has been used in the paper Large Margin Filtering.

In addition the package contains an updated version of the Toolbox SVM-KM (with classifiers defined as a structure and not a bunch of matrices), and general function for validation/cross validation.

This package contains:

SVM-KM : SVM and kernel methods toolbox (see here) Wrappers function svmclass2 that permits to learn different SVM Solvers (libsvm, monqp, svqp2, …) Other methods: GMM (using netlabs)

mloss.org Large margin filtering

Large margin filtering 0.9