Open AccessObject Removal using a New Exemplar-Based Image Inpainting Algorithm and Seam Carving
Author(s) -
Rammah Yousef,
Ayush Agarwal,
P. Vinoth Kumar,
Nabhan Yousef
Publication year - 2019
Publication title -
international journal of recent technology and engineering
Language(s) - English
Resource type - Journals
ISSN - 2277-3878
DOI - 10.35940/ijrte.d9093.118419
Subject(s) - inpainting , seam carving , artificial intelligence , computer vision , image (mathematics) , carving , object (grammar) , computer science , texture synthesis , point (geometry) , pattern recognition (psychology) , mathematics , image texture , image processing , engineering , mechanical engineering , geometry
This paper proposed a new object removal techniques based on exemplar-based technique and seam carving. Exemplar- based inpainting technique has been a point of attraction due to its moderate computational task an its performance. Moreover in this paper object removal technique for image based on discontinuous by seam carving has been introduced. Image inpainting is an approach fro restoring the damage part of an image in reference to the information from the undamaged part to make the restored image continuous, natural and to look complete. In this method patches are used to fill the target region in the image. Both texture synthesis and structure propagation are used simultaneously. Here robust exemplar method has been used avoiding dropping effect by using robust priority function. We have also used seam-carving for object removal. The PSNR values of the proposed model have been calculated and is also compared with the previous techniques’ results.