Cluster central object orbited by many small objects

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Hi,
I want to cluster my data into 2 clusters:
one central body in cluster #1, all other particles in cluster #2.
Figures are attached showing my dataset. 'central_body.jpg' is a zoom in of 'all_data.jpg' in the area of large density just right to [0,0].
More than million particles are involve, so hierarchical clustering is not an option for me, due to memory and speed considerations.
The central body is also composed of particles.

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R2018b

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