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Image restoration using knowledge from the image

Publication Type : Conference Proceedings

Publisher : Advances in Intelligent Systems and Computing

Source : Advances in Intelligent Systems and Computing, Volume 177 AISC, Number VOL. 2, Chennai, p.19-25 (2013)

Url :

ISBN : 9783642315510

Keywords : Digital image inpainting, Image reconstruction, Image-based, Information contents, Information technology, Prior knowledge, Real world situations, Restoration, Structural information, Textural information

Campus : Coimbatore

School : School of Engineering

Center : Computational Engineering and Networking

Department : Computer Science, Electronics and Communication

Verified : Yes

Year : 2013

Abstract : There are various real world situations where, a portion of the image is lost or damaged which needs an image restoration. A Prior knowledge of the image may not be available for restoring the image, which demands for a knowledge derivation from the image itself. Restoring the lost portions of the image based on the knowledge obtained from the image area surrounding the lost area is called as Digital Image Inpainting. The information content in the lost area could contain structural information like edges or textural information like repeating patterns. This knowledge is derived from the boundary area surrounding the lost area. Based on this, the lost area is restored by looking at similar information in the same image. Experimentation have been done on various images and observed that the algorithm restores the image in a visually plausible way. © 2013 Springer-Verlag.

Cite this Research Publication : Dr. Padmavathi S., Dr. Soman K. P., and Aarthi, R., “Image restoration using knowledge from the image”, Advances in Intelligent Systems and Computing, vol. 177 AISC. Chennai, pp. 19-25, 2013.

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