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Reference image based color correction for multi-camera panoramic high resolution imaging

  • SUNY Buffalo
  • Futrewei Technologies Inc.

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

1 Scopus citations

Abstract

Maintaining color consistency across panoramic video captured by multi-camera array is a challenging problem. In an uncalibrated multi-camera array with automatic camera settings, each camera individually adjusts its parameters in accordance with the region of scene captured, independent of adjacent cameras. This leads to inconsistency in intensity and color in the stitched panoramic image. Selection of one of the images as reference for color correction may yield poor results because no individual camera image may represent the color palette of entire scene. We address these issues by capturing a separate low resolution reference color image with a field of view that encompasses entire scene. The color statistics of the reference image are used to bring each camera array image into a uniform radiance and color palette. We then estimate optimal color correction parameters using a joint pairwise optimization that minimizes overall error in stitched panorama, thus achieving a fast and robust color correction scheme for multi-camera panoramic high resolution imaging.

Original languageEnglish
Title of host publicationProceedings - 2016 13th Conference on Computer and Robot Vision, CRV 2016
EditorsJuan Guerrero
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages410-415
Number of pages6
ISBN (Electronic)9781509024919
DOIs
StatePublished - Dec 28 2016
Event13th Conference on Computer and Robot Vision, CRV 2016 - Victoria, Canada
Duration: Jun 1 2016Jun 3 2016

Publication series

NameProceedings - 2016 13th Conference on Computer and Robot Vision, CRV 2016

Conference

Conference13th Conference on Computer and Robot Vision, CRV 2016
Country/TerritoryCanada
CityVictoria
Period06/1/1606/3/16

Keywords

  • Image color analysis
  • Image enhancement
  • Image processing
  • Image registration
  • Image segmentation

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