A variational approach for image stitching I

Wei Wang, Kwok Po NG

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

The main aim of this paper is to develop an algorithm for image stitching. Our idea is to propose a variational approach containing an energy functional to determine both a weighting mask function and a stitched image together. The existence of a solution of the proposed energy functional is shown. We present an alternating minimizing algorithm to solve the proposed model numerically, and we show the convergence of the algorithm. Experimental results show that the proposed model works very well. We also consider a novel color correction procedure to enhance the visual quality of stitched images where source images have different lighting conditions.

Original languageEnglish
Pages (from-to)1318-1344
Number of pages27
JournalSIAM Journal on Imaging Sciences
Volume6
Issue number3
DOIs
Publication statusPublished - 2013

Scopus Subject Areas

  • Mathematics(all)
  • Applied Mathematics

User-Defined Keywords

  • Boundary conditions
  • Color correction
  • Image stitching
  • Mask function
  • Variational method

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