GPU Image Inpainting via Texture Synthesis
نویسنده
چکیده
Image inpainting refers to the process of changing an image so that an observer seeing the change would not guess that the image was intended to look any other way. It usually refers to the task of restoring damaged images and is considered an art for the careful artist’s eye it takes to get all the details right. This work implements an algorithm for automatically inpainting a user-specified region while taking advantage of the parallelism available in recent programmable graphcis hardware. To replicate high frequency detail, the method uses texture synthesis techniques for overwriting “bad” data.
منابع مشابه
An Image Inpainting Using Patch-Based Synthesis Via Sparse Representation
Image inpainting is a art of missing value or a data in an image. The purpose of image inpainting is to reconstruct missing regions which is visible for human eyes. Image inpainting is the process of reconstructing lost part of images based on the background information. Image inpainting is a technique for restoring damaged old photographs and removing undesired objects from an image. The basic...
متن کاملImproved Exemplar Based Texture Synthesis Method for Natural Scene Image Completion
Image inpainting or image completion refers to the process of filling in the missing data of an image in a visually plausible way. Given a natural scene input image with selected target regions, both the geometrical property and texture information should be propagated from the known parts of image into the target regions. Exemplar-based model fills the target region using the source exemplars ...
متن کاملImage Enhancement and Restoration by Image Inpainting
-Inpainting is the process of reconstructing lost or deteriorated part of images based on the background information. i. e .it fills the missing or damaged region in an image utilizing spatial information of its neighboring region. Inpainting algorithm have numerous applications. It is helpfully used for restoration of old films and object removal in digital photographs. The main goal of the al...
متن کاملImage Reconstruction Based on Combination of Wavelet Decomposition, Inpainting and Texture Synthesis
Digital inpainting provides a means for reconstruction of damaged portions of an image. Although the inpainting basics are straightforward, most inpainting techniques published in the literature are only suitable for remarkable small portion or smooth color image. In order to avoid such shortcomings, we present a new algorithm for digital reconstruction based on combination of wavelet decomposi...
متن کاملImage Inpainting for High-Resolution Textures using CNN Texture Synthesis
Deep neural networks have been successfully applied to problems such as image segmentation, image super-resolution, coloration and image inpainting. In this work we propose the use of convolutional neural networks (CNN) for image inpainting of large regions in high-resolution textures. Due to limited computational resources processing high-resolution images with neural networks is still an open...
متن کامل