Abstract

Digital inpainting is an image interpolation mechanism, which can automatically restore damaged or partially removed image. Most inpainting mechanisms use a singular resolution approach on the extrapolation or interpolation of pixels. We propose a multi-resolution algorithm, which can take into consideration the different levels of details. The algorithm was tested on 1000 still images, with an evaluation showing the effectiveness of our approach. The demonstration of our work is available at: http://www.mine.tku.edu.tw/demos/inpaint.

Keywords:
Inpainting Interpolation (computer graphics) Extrapolation Computer vision Artificial intelligence Computer science Pixel Image (mathematics) Image scaling Image restoration Image resolution Resolution (logic) Mathematics Image processing

Metrics

30
Cited By
1.57
FWCI (Field Weighted Citation Impact)
7
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

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

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