3D Object Retrieval via Range Image Queries based on SIFT descriptors on Panoramic Views

Sfikas, Konstantinos; Pratikakis, Ioannis; Theoharis, Theoharis

3D Object Retrieval via Range Image Queries based on SIFT descriptors on Panoramic Views

Files

009-015.pdf (498.47 KB)

Date

2012

Authors

Sfikas, Konstantinos
Pratikakis, Ioannis
Theoharis, Theoharis

Publisher

The Eurographics Association

Abstract

The increasing availability of low-cost 3D scanners is resulting in the creation of large repositories of 3D models. Low-cost 3D range scanners in particular can also be used to capture partial views of real 3D objects which can then act as queries over 3D object repositories. This paper concerns a new methodology for 3D object retrieval based on range image queries which represent partial views of 3D objects. SIFT descriptors based on panoramic views are used to address this problem. The proposed method is evaluated against state-of-the-art works on a standard dataset.

        @inproceedings{:10.2312/3DOR/3DOR12/009-015
,
booktitle = {Eurographics Workshop on 3D Object Retrieval
},
editor = {M. Spagnuolo and M. Bronstein and A. Bronstein and A. Ferreira
},
title = {{3D Object Retrieval via Range Image Queries based on SIFT descriptors on Panoramic Views
}},
author = {Sfikas, Konstantinos and 
Pratikakis, Ioannis and 
Theoharis, Theoharis
},
year = {2012
},
publisher = {The Eurographics Association
},
ISSN = {1997-0463
},
ISBN = {978-3-905674-36-1
},
DOI = {/10.2312/3DOR/3DOR12/009-015
}
}