Title :
Image inpainting using iterative methods
Author :
Marvasti, Neda B. ; Marvasti, Farrokh ; Pourmohammad, Ali
Abstract :
Noise interference and data loss are two major problems that affect the processing results of image data transmission and storage. Restoration of the lost information of an image based on the existing information is the essence of inpainting. In this paper a new algorithm based on Sample and Hold interpolation and Iteration is proposed for reconstructing damaged images from existing regions and is compared to some other methods. The experimental results show the superiority of the visual quality and PSNR performance of the proposed method. It is observed that this approach can efficiently fill in the holes with visually plausible information.
Keywords :
image denoising; image restoration; iterative methods; visual communication; image data transmission; image inpainting; iterative methods; noise interference; sample and hold interpolation; Image reconstruction; Interpolation; Mathematical model; PSNR; Pixel; TV; Visualization;
Conference_Titel :
Signal Processing and Communication Systems (ICSPCS), 2010 4th International Conference on
Conference_Location :
Gold Coast, QLD
Print_ISBN :
978-1-4244-7908-5
Electronic_ISBN :
978-1-4244-7906-1
DOI :
10.1109/ICSPCS.2010.5709767