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Matos-2012d

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Conference proceedings article

Title Compression of DNA microarrays using a mixture of finite-context models
Author Luís Matos, António J. R. Neves, Armando J. Pinho
Booktitle Proc. of the 18th Portuguese Conf. on Pattern Recognition, RecPad 2012
Address Coimbra, Portugal
Volume
Pages
Month October
Year 2012
Group
Group (before 2015) Signal Processing Laboratory
Indexed by ISI No
Scope National

Abstract - DNA microarray images are experiments that allow the identification of the function and regulation of a large number of genes in a single experiment. These micrarray experiments consist of a pair (green and red channel) of 16 bits per pixel grayscale images. This paper addressed a lossless method to compress these kind of images, using a mixture of finite-context models and arithmetic coding. We use a 3D context configuration, expectation-based bitplane coding and also a typical image context template in the mixture. We conclude that using a mixture of finite-context models we are able to improve the compression results.

Electronic version here