IJERT-EMS
IJERT-EMS

Object Removal by Hierarchical Super-Resolution Based Inpainting


Object Removal by Hierarchical Super-Resolution Based Inpainting
Authors : T. Vikram, Dr. A. M. Prasad
Publication Date: 03-09-2014

Authors

Author(s):  T. Vikram, Dr. A. M. Prasad

Published in:   International Journal of Engineering Research & Technology

License:  This work is licensed under a Creative Commons Attribution 4.0 International License.

Website: www.ijert.org

Volume/Issue:   Vol. 3 - Issue 9 (September - 2014)

e-ISSN:   2278-0181

Abstract

This paper introduces novel frame work for Object Removal by means of inpainting. In this method, first the object in the required target area is removed by inpainting. The output thus obtained is given as input to a super-resolution algorithm to recover details on missing areas. Exemplar-based inpainting is used to remove objects that are not required. It is desirable to use a Super-resolution algorithm since inpainting produces a low resolution (LR) image. In this paper a regularization method based on morphologic operations is used for SR image reconstruction. It is always desirable to generate a high resolution (HR) image as it shows more intricate details.

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