Chatterjee, Priyam ; Mukherjee, Sujata ; Chaudhuri, Subhasis ; Seetharaman, Guna (2009) Application of Papoulis-Gerchberg method in image super-resolution and inpainting The Computer Journal, 52 (1). pp. 80-89. ISSN 0010-4620
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Official URL: http://comjnl.oxfordjournals.org/content/52/1/80.s...
Related URL: http://dx.doi.org/10.1093/comjnl/bxm050
Abstract
In this paper, we study the Papoulis-Gerchberg (PG) method and its applications to domains of image restoration such as super-resolution (SR) and inpainting. We show that the method performs well under certain conditions. We then suggest improvements to the method to achieve better SR and inpainting results. The modification applied to the SR process also allows us to apply the method to a larger class of images by doing away with some of the restrictions inherent in the classical PG method. We also present results to demonstrate the performance of the proposed techniques.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to Oxford University Press. |
| Keywords: | Papoulis-Gerchberg; Super-Resolution; Interpolation; Inpainting |
| ID Code: | 72325 |
| Deposited On: | 03 Dec 2011 12:29 |
| Last Modified: | 03 Dec 2011 12:29 |
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