Comparison of Multispectral Image-Processing Methods for Brain Tissue Classification in BrainWeb Synthetic Data and Real MR Images

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Parameter</td><td class="align_center">SPM8</td><td class="align_center">SPM8 New Segment</td><td class="align_center">SPM12</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">MRF parameter</td><td class="align_center">—</td><td class="align_center">—</td><td class="align_center">1</td></tr><tr><td class="align_left">Clean up</td><td class="align_center">Do not do clean up</td><td class="align_center">—</td><td class="align_center">Light clean</td></tr><tr><td class="align_left">Warping regularization</td><td class="align_center">1</td><td class="align_center">4</td><td class="align_center">(0, 0.001, 0.5, 0.05, 0.2)</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr><tr class="table-fn"><td><div>“–” denotes N/A.<br/></div></td></tr></table>

<div>Default parameters for SPM8, SPM8 New Segment, and SPM12.</div>

BioMed Research International

tab5

Table 5

Table 5: Comparison of Multispectral Image-Processing Methods for Brain Tissue Classification in BrainWeb Synthetic Data and Real MR Images 