An image inpainting method based on image retrieval

Jing Mi; Zhenjiang Miao; Yanping Yu

doi:10.1117/12.976035

1 June 2012 An image inpainting method based on image retrieval

Jing Mi, Zhenjiang Miao, Yanping Yu

Proceedings Volume 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012); 83344K (2012) https://doi.org/10.1117/12.976035
Event: Fourth International Conference on Digital Image Processing (ICDIP 2012), 2012, Kuala Lumpur, Malaysia

Abstract

Image inpainting refers to the process of reconstructing the damaged image or removal of unwanted objects in the image. We need to take the most appropriate way of inpainting the image to its original state, while ensuring that the result achieves the best artistic effect. There are some methods commonly used, such as method based on PDE or based on texture synthesis. But in cases that the damaged region is too large or a semantic fragment is completely missed, those old methods cannot do a good job. Rather than inpainting within the original image data, a way of inpainting using image content from other pictures will do help. As long as the improvement of research in image retrieval, we hope to take advantage of the good results by image retrieval with particular criteria. With the image patches from the image retrieval results, we can do a better inpainting and achieve the result more in line with the visual effects. This paper shows the algorithm and experiment results show the high efficiency and quality of the algorithm. And the unexpected result due to the random computation shows its creative accomplishment.

Citation Download Citation

Jing Mi, Zhenjiang Miao, and Yanping Yu "An image inpainting method based on image retrieval", Proc. SPIE 8334, Fourth International Conference on Digital Image Processing (ICDIP 2012), 83344K (1 June 2012); https://doi.org/10.1117/12.976035

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
5 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image retrieval

Image fusion

Image processing

Databases

Image quality

Visualization

Composites

Show All Keywords

Keywords/Phrases

Search In:

Publication Years