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However, since region connectivity is enforced during the initial segmentation with the KMCC algorithm, it is possible for the background to be initially segmented into multiple regions that are not spatiotemporal neighbors.

After signal decomposition, response energy feature plays an important role in initial segmentation.

First, we present the experiment results for the selection of α in initial segmentation.

The schematic diagram of ventricle identification from initial segmentation result is shown in Figure 14.

Tissue detection and initial segmentation was done to identify all tissue within the image, separating the sample from background and non-tissue regions for further analysis.

Specifically, we first derive an initial segmentation from a library of aligned multi-modality images with ground-truth segmentations by using sparse representation in a patch-based fashion.

a The initial segmentation using simple thresholding on the middle Z-slice (initial LSF).

The next stage of the initial segmentation is a histogram and motion-variance-based merging stage.

For the initial segmentation, Otsu method was used to obtain the threshold T1.

This article concentrates on the improvement for the initial segmentation and smoothing stage in CASA system.

If no initial segmentation is available, label each pixel as a separate region.