ISSN 2094-2818

Editors: Eduardo A. Padlan and
Gisela P. Padilla-Concepcion
VOLUME 7 NUMBER 1 (January to June 2014)
 

Phil. Sci. Lett. 2014 7 (1) 97-103

available online: March 29, 2014

*Corresponding author
Email Address: marrick@math.upd.edu.ph
Received: December 18, 2013
Revised: February 11, 2014
Accepted: February 12, 2014
Published: March 29, 2014
Editor-in-charge: Eduardo A. Padlan
Reviewer: Amador C. Muriel

Keywords: image inpainting, denoising, total variation, active set method

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  ARTICLE
Total variation-based image inpainting and denoising using a primal-dual active set method


by Marrick Neri* and Esmeraldo Ronnie Rey Zara

Institute of Mathematics, University of the Philippines Diliman, Quezon City, Philippines

This paper presents a formulation of an -based variational model implementable in simultaneous
image inpainting and Gaussian denoising. To solve the optimization problem, an active set method that utilizes generalized derivatives on the regularized TV-type problem and its dual problem is applied. A numerical study ends the paper.