Variation of edge detection uncertainty on fish-eye images

Kenji Terabayashi*, Takaaki Oiwa, Kazunori Umeda

*Corresponding author for this work

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

Abstract

This paper reports that uncertainty of detected edges on a fish-eye image depends on the direction to observe the edges. In fish-eye cameras, dimensions of observation space corresponding to a pixel greatly change with the pixel location. This dimension is defined as 'spatial uncertainty' in this paper and formulated with typical projection models of fish-eye cameras. Experimental results showed that the uncertainty of edge detection on fish-eye images increased with increase of the spatial uncertainty.

Original languageEnglish
Title of host publication2015 Frontiers of Computer Vision, FCV 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781479917204
DOIs
StatePublished - 2015/05/07
Event2015 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV 2015 - Mokpo, Korea, Republic of
Duration: 2015/01/282015/01/30

Publication series

Name2015 Frontiers of Computer Vision, FCV 2015

Conference

Conference2015 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV 2015
Country/TerritoryKorea, Republic of
CityMokpo
Period2015/01/282015/01/30

Keywords

  • edge detection
  • fish-eye image
  • observation direction
  • spatial uncertainty

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition

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