6533b7cffe1ef96bd12583a4

RESEARCH PRODUCT

A wavelet-based demosaicking algorithm for embedded applications

Michel PaindavoineSebastien CourrouxStéphane ChevobbeStéphane Guyetant

subject

DemosaicingComputer scienceColor imagebusiness.industryComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONWavelet transformIterative reconstructionDigital imageWaveletColor filter arrayComputer visionArtificial intelligencebusinessImage resolutionAlgorithm

description

This paper presents an alternative to the spatial reconstruction of the sampled color filter array acquired through a digital image sensor. A demosaicking operation has to be applied to the raw image to recover the full-resolution color image. We present a low-complexity demosaicking algorithm processing in the wavelet domain. Produced images are available at the output of the algorithm either in the spatial representation or directly in the wavelet domain for high-level post processing in the latter domain. Results show that the computational complexity has been lowered by a factor of five compared to state of the art demosaicking algorithms.

yearjournalcountryeditionlanguage
2010-10-012010 Conference on Design and Architectures for Signal and Image Processing (DASIP)
https://doi.org/10.1109/dasip.2010.5706251