1. image inpainting by kriging interpolation technique.
Authors : Monali Sapkal, Premanand Kadbe
Pages : 467-470
Keywords : image inpainting; image masking; Kriging; text removal; scratch removal. Abstract :
Image inpainting is the fine art of predicting damaged or scratched regions of an image. The physical technique of image inpainting is a time consuming. Therefore there must be an automatic digital method of image inpainting that recovers the image from the damaged or scratched regions. In this project, a novel statistical image inpainting algorithm based on Kriging interpolation technique was proposed. Kriging technique without human intervention means automatically fills the damaged or scratched region in an image using the information accessible from its surrounding regions in such a way that it uses the spatial correlation structure of points inside the kxk block. Kriging has the ability to face the challenge of keeping the structure and texture information as the size of damaged region heighten. Results shows that Kriging has a high PSNR value when recovering a variety of test images from scratches and text as damaged regions.image inpainting method based on Kriging interpolation
Citing this Journal Article :Monali Sapkal, Premanand Kadbe, " image inpainting by kriging interpolation technique.", Volume 6 Issue 3 - January 2016, 467-470
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