Visual Word Concurrence: We first
validate the motivation Star Student Project of our
concurrence based visual word distribution scheme. This fact
demonstrates that the straightforward solution Star Student
Project Method Star Student Project cannot work well in
our application scenario. Star Student Project shows the
visual word concurrence in UKBench. The left to right subfigures
Star Student Project show the cases of different vocabulary
sizes from Star Student Project The visual word concurrence
matrix at different vocabulary sizes in the UKBench dataset. Each
subfigure is a Star Student Project co-occurrence table,
with hierarchical levels to produce Star Student Project
words red-blue: maximal-minimal concurrence, best view in color
Star Student Project . It is obvious that visual words are
highly concurrent and do not show Star Student Project a
uniform distribution with the increasing number Star Student
Project of words The less heat colors are due to the effect of
normalized distribution Star Student Project over more visual
words