Image processing algorithm for the manipulation of object using 3D sensor

Dong Whan Kim, Jong Eun Ha

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Recently, cheap 3D sensor such as Kinect is widely used in diverse applications. In this paper, we use Kinect as the 3D sensor for the object manipulation using robot arm. Our target is insert objects on the horizontal table into the corresponding location on the hole in the vertical plate. First, we find two dominant planes corresponding to the horizontal and vertical table by processing 3D points by Kinect. Then, we find each object on the horizontal table using contour processing. Also, object on the vertical plane is processed using the same algorithm. Finally, object matching is done using Hu invariant moments.

Original languageEnglish
Title of host publicationChemical, Mechanical and Materials Engineering II
Pages312-315
Number of pages4
DOIs
StatePublished - 2013
Event2013 2nd International Conference on Chemical, Mechanical and Materials Engineering, CMME 2013 - Melbourne, VIC, Australia
Duration: 20 Jan 201321 Jan 2013

Publication series

NameApplied Mechanics and Materials
Volume319
ISSN (Print)1660-9336
ISSN (Electronic)1662-7482

Conference

Conference2013 2nd International Conference on Chemical, Mechanical and Materials Engineering, CMME 2013
Country/TerritoryAustralia
CityMelbourne, VIC
Period20/01/1321/01/13

Keywords

  • Image processing
  • Object detection
  • Object matching

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