NoteAn Active Lattice Model in a Bayesian Framework
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2005, Drug Discovery TodayCitation Excerpt :Several automatic techniques have been proposed to handle microarray images in the presence of distortions in the shape of the spots, rotations of the grid, missing spots, deviations in the spot positions and so on. Most of the methods are Bayesian image processing techniques called Markov random fields (for reviews see [42–54]). Markov random fields and their variants have been shown to be very promising in capturing the unique geometry of microarray but they have not been used yet in microarray image compression.
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