46 search results - page 1 / 10 » Permutation invariant SVMs |
ICML
2006
IEEE
14 years 5 months ago
2006
IEEE
We extend Support Vector Machines to input spaces that are sets by ensuring that the classifier is invariant to permutations of subelements within each input. Such permutations in...
CORR
2006
Springer
13 years 4 months ago
2006
Springer
ICPR
2004
IEEE
14 years 5 months ago
2004
IEEE
This paper presents an application of the general sample-to-object approach to the problem of invariant image classification. The approach results in defining new SVM kernels base...
ICCV
2003
IEEE
14 years 6 months ago
2003
IEEE
We propose modeling images and related visual objects as bags of pixels or sets of vectors. For instance, gray scale images are modeled as a collection or bag of (X, Y, I) pixel v...
APAL
2006
13 years 4 months ago
2006
We consider the possible cardinalities of the following three cardinal invariants which are related to the permutation group on the set of natural numbers: ag := the least cardina...