JOURNAL ARTICLE

Object Removal using A New Exemplar-Based Image Inpainting Algorithm and Seam Carving

Rammah YousefAyush AgarwalPranaw KumarNabhan Yousef

Year: 2019 Journal:   International Journal of Recent Technology and Engineering (IJRTE) Vol: 8 (4)Pages: 9186-9191

Abstract

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.

Keywords:
Inpainting Seam carving Artificial intelligence Computer vision Object (grammar) Image (mathematics) Carving Computer science Texture synthesis Point (geometry) Pattern recognition (psychology) Mathematics Image texture Image processing Engineering

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Topics

Generative Adversarial Networks and Image Synthesis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Computer Graphics and Visualization Techniques
Physical Sciences →  Computer Science →  Computer Graphics and Computer-Aided Design
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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