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

Manabu Hashimoto, Shuichi Akizuki, Shoichi Takei

    Research output: Contribution to journalArticlepeer-review

    3 Citations (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

    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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