Hill-Down strategy based DENsity CLUstEring and its application to medical image data

Conghua XIE, Jinyi Chang, Yuqing SONG · 2007

In order to overcome problems of DENCLUE and improve it for medical image segmentation, we propose HD-DENCLUE algorithm. It takes the optimization step length to find density attractor, designs a hill-down strategy to give different density thresholds for different clusters and stops at hill-down da

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