Bayesian reconstruction of color images acquired with a single CCD

Miguel Vega*, Rafael Molina, Aggelos K. Katsaggelos

*Corresponding author for this work

Research output: Contribution to journalConference articlepeer-review

2 Scopus citations

Abstract

Most of the available digital color cameras use a single Coupled Charge Device (CCD) with a Color Filter Array (CFA) in acquiring an image. In order to produce a visible color image a demosaicing process must be applied, which produces undesirable artifacts. This paper addresses the demosaicing problem from a superresolution point of view. Utilizing the Bayesian paradigm, an estimate of the reconstructed images and the model parameters is generated.

Original languageEnglish (US)
Pages (from-to)343-350
Number of pages8
JournalLecture Notes in Computer Science
Volume3522
Issue numberI
DOIs
StatePublished - 2005
EventSecond Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2005 - Estoril, Portugal
Duration: Jun 7 2005Jun 9 2005

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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