3D object recognition and classification: a systematic literature review

作     者：Carvalho, L. E. von Wangenheim, A. 

作者机构：Univ Fed Santa Catarina Grad Program Comp Sci Florianopolis SC Brazil Univ Fed Santa Catarina Natl Brazilian Inst Digital Convergence Image Proc & Comp Graph Lab Florianopolis SC Brazil 

出 版 物：《PATTERN ANALYSIS AND APPLICATIONS》 (模式分析与应用)

年 卷 期：2019年第22卷第4期

页      面：1243-1292页

核心收录：

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：Coordenacao de Aperfeicoamento de Pessoal de Nivel Superior - Brasil (CAPES) 

主　　题：3D object recognition 3D object classification 3D object representation Systematic literature review 

摘      要：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.