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Recognizing polygonal parts from width measurements

  • Stony Brook University
  • University of Salzburg

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Automatic recognition of parts is an important problem in many industrial applications. One model of the problem is: given a finite set of polygonal parts, use a set of "width" measurements taken by a parallel-jaw gripper to determine which part is present. We study the problem of computing efficient strategies ("grasp plans"), with the goal to minimize the number of measurements necessary in the worst case. We show that finding a minimum length grasp plan is NP-hard, and give a polynomial time approximation algorithm that is simple and produces a solution that is within a log factor from optimal.

Original languageEnglish
Pages (from-to)237-246
Number of pages10
JournalComputational Geometry: Theory and Applications
Volume9
Issue number4
DOIs
StatePublished - Mar 1998

Keywords

  • Approximation algorithm
  • Decision tree
  • Grasping
  • Object recognition
  • Robotics

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