A randomized tensor singular value decomposition based on the t-product

Jiani Zhang, Arvind K. Saibaba, Misha E. Kilmer, Shuchin Aeron

Abstract: The tensor SVD (t-SVD) for third-order tensors, previously proposed in the literature, has been applied successfully in many fields, such as computed tomography, facial recognition, and video complet...