A Survey and Technology Trends of 3D Features for Object Recognition

Manabu Hashimoto, Shuichi Akizuki, Shoichi Takei

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Recently, various kinks of three-dimensional (3D) imaging devices such as laser range finder or time-of-flight sensor become popular, so a lot of practical algorithms for recognizing 3D objects using “point cloud data” have been proposed. In this paper, we will introduce typical object recognition approaches and survey various kinds of 3D features proposed by many researchers. As for some important techniques, their principle and characteristics are explained in detail. Also we will mention about the local reference frame that is very important factor to realize stable feature description and accurate pose estimation in practical use.

Original languageEnglish
Pages (from-to)31-42
Number of pages12
JournalElectronics and Communications in Japan
Volume100
Issue number11
DOIs
Publication statusPublished - 2017 Nov 1
Externally publishedYes

Keywords

  • 3D features
  • local reference frame
  • object recognition
  • robot vision

ASJC Scopus subject areas

  • Signal Processing
  • Physics and Astronomy(all)
  • Computer Networks and Communications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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