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For any segmentation algorithm, it is important that the intensity ranges of the data are consistent.
While providing good results on video sequences with reasonably high contrast and low noise levels, the performance of flux-tensor level-set segmentation weakens as contrast decreases and noise increases – a phenomenon that naturally occurs for any segmentation procedure as contrast gets too low or noise too high.
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This is an important feature for any liver segmentation approach to be applied for cancer treatment and especially SIRT since the size of the liver is greatly affected in diseased situations.
It should be emphasized that calibration is mandatory for any PET segmentation algorithm to adjust the parameters of the method with respect to the spatial resolution and noise properties of the PET scanner.
As LCE ≤ GCE for any two segmentations, it is clear that GCE is a tougher measure than LCE.
This is true for war, marriage, your neighborhood and--for the segmentation of your customers.
All this poses a complex challenge for a segmentation algorithm.
Array log2 ratio > ±0.2 was used for a segmentation (region).
A new and robust seeded region-growing algorithm based on the vesselness filter and Fuzzy C-means (FCM) clustering method is proposed for the segmentation of any potential lesion regions.
Therefore, there is no need for previous physiological information for region segmentation or any uncertainty regarding the selection of the ROI for the quantification of the image features as in previous textural approaches found in the literature.
The algorithm is generalized to accommodate any filter size for optimum segmentation of the input data in order to achieve efficient filtering and optimal parallelization.
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