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

Visual Vocabulary Learning and Its Application to 3D and Mobile Visual Search