Automatic, fast, online calibration between depth and color cameras

Ilya V Mikhelson*, Philip G. Lee, Alan Varteres Sahakian, Ying Wu, Aggelos K Katsaggelos

*Corresponding author for this work

Research output: Contribution to journalArticle

19 Scopus citations

Abstract

Automatic camera calibration has remained a hard topic in computer vision since its inception due to its reliance on the image correspondence problem. This problem becomes even more pronounced when calibrating a depth image with a color image due to a lack of simple correspondences between the two modalities. In this work, we develop a completely automatic, very fast, online algorithm that demonstrates how a consumer-grade depth camera can be calibrated with a color camera with minimal user interaction.

Original languageEnglish (US)
Pages (from-to)218-226
Number of pages9
JournalJournal of Visual Communication and Image Representation
Volume25
Issue number1
DOIs
StatePublished - Jan 1 2014

Keywords

  • Automatic
  • Calibration
  • Color cameras
  • Depth cameras
  • Fast
  • Online
  • Point cloud
  • Point correspondence

ASJC Scopus subject areas

  • Signal Processing
  • Media Technology
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering

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