Abstract:
The proposed image segmentation algorithm identifies
information-rich versus low information regions based on
surface entropy. Thereafter on the information-rich regions, the
mean shift algorithm is applied to generate possible centroid
initialization points. This enables the Simple Non-Iterative Clustering
(SNIC) algorithm when initialized through the proposed
mechanism to provide more concentrated segmentation in those
information-rich regions and sparse segmentation in the low
information regions.