Novel Algorithms Based on Majorization Minimization for Nonnegative Matrix Factorization

Matrix decomposition is ubiquitous and has applications in various fields like speech processing, data mining and image processing to name a few. Under matrix decomposition, nonnegative matrix factorization is used to decompose a nonnegative matrix into a product of two nonnegative matrices which gi...

Full description

Bibliographic Details
Main Authors: R. Jyothi, Prabhu Babu, Rajendar Bahl
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8792070/