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A Fast Method for the Alignment of the Displacement of Voxel Data

DOI: 10.4316/aece.2012.02007

Keywords: data preprocessing , image matching , matching pursuit algorithm , optimal matching , biomedical image processing

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Abstract:

A fast algorithm for the alignment of the displacement of voxel data is presented. In contrast to the existing solutions, the proposed algorithm achieves a less accurate alignment, but in a much shorter time. The algorithm consists of two parts: a translation and a rotation. While the translation part of the alignment process is error free, the rotation part introduces a small inherent error due to the finite arithmetic and discretization. Experimental results based on three datasets are presented.

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