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Matos-2014b

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Conference proceedings article

Title A rate-distortion study on microarray image compression
Author Luís Matos, António J. R. Neves, Armando J. Pinho
Booktitle Proceedings of the 20th Portuguese Conference on Pattern Recognition, RecPad 2014
Address Covilhã, Portugal
Volume
Pages
Month October
Year 2014
Group
Group (before 2015) Signal Processing Laboratory
Indexed by ISI No
Scope National

Abstract - In this paper we present a rate-distortion study on microarray image compression. We evaluate two image coding standards (JBIG and JPEG2000), a method based on bitplane decomposition, and a method recently proposed based on binary-tree decomposition. According to the results obtained JPEG2000 attains the worse compression results particularly for higher bitrates. On the other hand, the method based on binary-tree decomposition outperformed all the other compression methods in terms of L2-norm and L∞-norm. The results attained for the binary-tree decomposition method can be explained due to its nature, consisting on coding each node of the tree with the goal of minimizing the L∞ error.

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