Some Computational Properties of Rotation Representations.

Abstract

There are four main parameterizations of the rotation group SO(3). Two of them (rotation angle and axis, and the closely related quaternion components) as well as the matrix form of rotation representation are particularly of interest in computer vision, graphics, and robotics. Some of their computational properties are explored here. Operation counts are given for primitive operations of normalization, conversion, and application of the same or different rotations. The measure of accuracy is taken to be the length and direction of the resulting rotated vector. Some analytical analysis appears, but most conclusions are based on empirical tests at artificially reduced numerical precision. Keywords: Operations counts; Numerical accuracy. (kr)

Document Details

Document Type
Technical Report
Publication Date
Aug 23, 1989
Accession Number
ADA213888

Entities

People

  • Christopher M. Brown

Organizations

  • University of Rochester

Tags

DTIC Thesaurus Topics

  • Accuracy
  • Computer Vision
  • Computers
  • Conversion
  • Graphics
  • Precision
  • Robotics
  • Rotation
  • Visual Servoing

Fields of Study

  • Mathematics

Readers

  • Computer Vision.
  • Graph Algorithms and Convex Optimization.
  • Regression Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • Autonomy