Improving accuracy of planar tracking by resolving resolution inconsistencies

Tomohiro Ushiki, Eisuke Ito, Takayuki Okatani

Research output: Contribution to journalArticlepeer-review

Abstract

This paper presents a method for improving the accuracy of template-based planar tracking. It has been shown that when the ROI of the input image has a lower resolution than the template, tracking accuracy will deteriorate; then, this can be remedied by blurring the template in response to the motion of the plane. In this study, we show that, conversely, when the template has a lower resolution than the input image, tracking accuracy will deteriorate in a different manner. We then present a method that can simultaneously deal with both cases and thus achieves higher tracking accuracy.

Original languageEnglish
Pages (from-to)109-113
Number of pages5
JournalIPSJ Transactions on Computer Vision and Applications
Volume5
DOIs
Publication statusPublished - 2013 Jul

Keywords

  • Efficient second-order minimization (ESM)
  • Image-based tracking
  • Planar tracking

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition

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