Research Article

AOMC: An Adaptive Point Cloud Clustering Approach for Feature Extraction

Algorithm 1

AOMC: adaptive optimal means clustering for point cloud feature extraction.
Input: Point cloud model
Output: Clustering results
(1)
(2)for 1 to k do
(3) Compute
(4) Generate a value
(5)if
(6)
(7)end if
(8)end for
(9)Initialize SSE for
(10)for SSE > threshold do
(11),
(12) Update to the sample centers
(13) Update
(14) Update SSE
(15)end for
(16)return