  In this technical report, we review related works and recent trends in visual
vocabulary based web image search, object recognition, mobile visual search,
and 3D object retrieval. Especial focuses would be also given for the recent
trends in supervised/unsupervised vocabulary optimization, compact descriptor
for visual search, as well as in multi-view based 3D object representation.
