Development of Image Inpainting for object removal using Enhanced Patch Priority and Matching Measures

Image inpainting can be used to fix broken images and get rid of distracting elements. In exemplar based methods, patch priority computation and exemplar patch selection are crucial to the success of image inpainting technique. The dropping effect occurred in the highest patch priority computation a...

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Veröffentlicht in:E3S web of conferences 2024-01, Vol.472, p.2010
Hauptverfasser: Rao, Janardhana, Revathi, K., Bhanusree, Yalamanchili, Odugu, Venkata Krishna, Babu Gade, Harish
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Sprache:eng
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Zusammenfassung:Image inpainting can be used to fix broken images and get rid of distracting elements. In exemplar based methods, patch priority computation and exemplar patch selection are crucial to the success of image inpainting technique. The dropping effect occurred in the highest patch priority computation and matching error in the best patch selection are the major issues in the exemplar inpaint methods. In this paper, the enhanced priority calculation technique is employed to avoid the dropping effect and introduced the new similarity measuring process, Mean Squared Error (MSD). The efficacy of the proposed techniques is estimated by comparing with the available methods in the literature qualitatively. It shows that proposed methods outperformed existing techniques.
ISSN:2267-1242
2267-1242
DOI:10.1051/e3sconf/202447202010