In Revisiting the VLAD Image Representation the authors introduce Local Coordinate System, i.e. they:
we learn off-line (for each visual word) a rotation matrix Qi from training descriptors mapped to this word.
So they obtain
k (i.e. the number of visual words, or k-means parameter) rotation matrices.
My question is: how do you compute a rotation matrix given a set of descriptors?