With the rapid development of science and technology, high-dimensional data have been widely used in various fields. Due to complex characteristics data, it is usually distributed union several low-dimensional subspaces. In past decades, subspace clustering (SC) methods studied as they can restore underlying perform fast with help self-expressiveness property. The SC aim construct an affinity m...