A Robust k-Means Clustering Algorithm Based on Observation Point Mechanism

Figure 5

Clustering results on Tyre #1 (31880 pixels, , , and ). (a) Our algorithm with k = 2. (b) k-means with k = 2. (c) Our algorithm with k = 3. (d) k-means with k = 3. (e) Our algorithm with k = 4 (f) k-means with k = 4.

(a)

(b)

(c)

(d)

(e)

(f)