Search Results for author: Reza Borhani

Found 2 papers, 0 papers with code

Global hard thresholding algorithms for joint sparse image representation and denoising

no code implementations27 May 2017 Reza Borhani, Jeremy Watt, Aggelos Katsaggelos

In this work we propose a new framework for joint sparse representation and recovery of all image patches simultaneously.

Denoising

Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization

no code implementations17 Sep 2016 Reza Borhani, Jeremy Watt, Aggelos Katsaggelos

Symmetric Nonnegative Matrix Factorization (SNMF) models arise naturally as simple reformulations of many standard clustering algorithms including the popular spectral clustering method.

Clustering

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