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Lossless compression of DNA Microarray images with Inversion Coder | IEEE Conference Publication | IEEE Xplore

Lossless compression of DNA Microarray images with Inversion Coder


Abstract:

DNA Microarray images are used to identify and monitor gene activity, or expression. In a single experiment, a large number of microarray images may be produced. Storage ...Show More

Abstract:

DNA Microarray images are used to identify and monitor gene activity, or expression. In a single experiment, a large number of microarray images may be produced. Storage and archiving of these images are an important problem for researchers. Since microarray images can have a wide variety of nearly random patterns with no discernible structures, general entropy coders, e.g. Bzip2, or generic image compressors, e.g. JPEG-LS, do not perform well. In this work, we investigate performance of the inversion coding technique in lossless compression of DNA microarray images. We show that inversion coding outperforms commonly used entropy coders and image compressors.
Date of Conference: 15-17 December 2014
Date Added to IEEE Xplore: 05 February 2015
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Conference Location: Charlotte, NC, USA

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