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3D object recognition and classification: a systematic literature review.

Authors :
Carvalho, L. E.
von Wangenheim, A.
Source :
Pattern Analysis & Applications; Nov2019, Vol. 22 Issue 4, p1243-1292, 50p
Publication Year :
2019

Abstract

In this paper, we present a systematic literature review concerning 3D object recognition and classification. We cover articles published between 2006 and 2016 available in three scientific databases (ScienceDirect, IEEE Xplore and ACM), using the methodology for systematic review proposed by Kitchenham. Based on this methodology, we used tags and exclusion criteria to select papers about the topic under study. After the works selection, we applied a categorization process aiming to group similar object representation types, analyzing the steps applied for object recognition, the tests and evaluation performed and the databases used. Lastly, we compressed all the obtained information in a general overview and presented future prospects for the area. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14337541
Volume :
22
Issue :
4
Database :
Complementary Index
Journal :
Pattern Analysis & Applications
Publication Type :
Academic Journal
Accession number :
138725429
Full Text :
https://doi.org/10.1007/s10044-019-00804-4