2 To preserve spatial information in the BoVW representation, we use the spatial pyramid technique (Lazebnik et al., 2006), which consists in dividing the image into several regions, computing BoVW vectors for each region and concatenating them.
we divide ESP images into 16 regions and the smaller CIFAR-100 images into 4.