Analysis of the Impact of Demosaicking on JPEG Image Compression

TitleAnalysis of the Impact of Demosaicking on JPEG Image Compression
Publication TypeConference Paper
Year of Publication2007
AuthorsDoutre, C., and P. Nasiopoulos
Conference NameImage Analysis for Multimedia Interactive Services, 2007. WIAMIS '07. 8th International Workshop on
Pagination71 -71
Date Publishedjun.
Keywordscolour filter array, consumer digital camera, data compression, image coding, image colour analysis, image demosaicking, JPEG image compression, light sensor, mosaic image colour analysis
Abstract

Most consumer digital cameras capture colour data using a single light sensor with a colour filter array (CFA). This results in a mosaic image where each pixel location contains either a red, green or blue sample, and the two missing colours must be interpolated from the surrounding samples in a process called demosaicking. After demosaicking the image is typically compressed with lossy methods. In this paper we examine the impact demosaicking has on subsequent JPEG compression of still images. Simulations indicate the demosaicking method chosen affects the amount of error introduced in the compression stage and that the amount of compression applied affects the benefit from using more advanced demosaicking methods.

URLhttp://dx.doi.org/10.1109/WIAMIS.2007.22
DOI10.1109/WIAMIS.2007.22

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