CVJun 29, 2012
Visual Vocabulary Learning and Its Application to 3D and Mobile Visual Search
arXiv:1207.7244v1
Originality Synthesis-oriented
AI Analysis
This is an incremental review paper summarizing current techniques for researchers in computer vision and visual search.
The paper reviews existing methods and trends in visual vocabulary learning for applications like web image search, object recognition, mobile visual search, and 3D object retrieval, without presenting new results or numbers.
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.