Light field planar homography and its application

Qi Zhang, Xue Wang, Qing Wang

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

2 Scopus citations

Abstract

Light field planar homography is essential for light field camera calibration and light field raw data rectification. However, most previous researches assume light field camera as pinhole camera array and deduce the planar homography matrix of sub-aperture image, which is analogous to traditional method. In this paper, we regard light field as a whole and present a novel light field planar homography matrix based on multi-projection-center (MPC) model. The projections of point, line and conic are exploited based on light field planar homography. In addition, a camera calibration method and a homography estimation are proposed to verify the light field planar homography. Experimental results on light field datasets have verified the performance of the proposed methods.

Original languageEnglish
Title of host publicationOptoelectronic Imaging and Multimedia Technology VI
EditorsQionghai Dai, Tsutomu Shimura, Zhenrong Zheng
PublisherSPIE
ISBN (Electronic)9781510630918
DOIs
StatePublished - 2019
EventOptoelectronic Imaging and Multimedia Technology VI 2019 - Hangzhou, China
Duration: 21 Oct 201923 Oct 2019

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11187
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceOptoelectronic Imaging and Multimedia Technology VI 2019
Country/TerritoryChina
CityHangzhou
Period21/10/1923/10/19

Keywords

  • Camera calibration
  • Homography estimation
  • Light field camera
  • Planar homography

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