Abstract
The advantages of the clustering algorithm and the classical clustering algorithm are discussed in this chapter. For the problem of distinguishing adjacent objects in the highway traffic scene, the classical clustering algorithm is improved, and the main axis-based density peak fuzzy clustering (SDPFC) algorithm is proposed.
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