This paper presents an application of hypercomplex algebras combined with dictionary learning for sparse representation of multichannel images. Two main representatives of hypercomplex algebras, Clifford algebras and algebras generated by the …
Recent studies have demonstrated the potential of dictionary learning for painter style analysis. The main idea behind these approaches is to train a dictionary of image atoms on a set of drawings/paintings of the same artist and to test how well …