DocumentCode
3498379
Title
An image inpainting approach based on the Poisson equation
Author
Shao, Xiaowei ; Liu, Zhengkai ; Li, Houqiang
Author_Institution
Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China
fYear
2006
fDate
27-28 April 2006
Lastpage
372
Abstract
A novel algorithm is proposed for inpainting digital images based on the Poisson equation. In this method, the image to be repaired is decomposed into the structure image and the texture image, which are processed respectively according to their image characteristics. The texture image is repaired by the exemplar-based method; for the structure image, the Laplacian operator is employed to enhance the structure information, and the Laplacian image is inpainted by the exemplar-based algorithm, followed by a reconstruction based on the Poisson equation. The inpainting result is obtained by adding back these two sub-images. Experiments show the proposed algorithm provides a better visual effect, especially for large area inpainting
Keywords
Poisson equation; image reconstruction; image texture; Laplacian operator; Poisson equation; digital images; exemplar-based method; image inpainting; image reconstruction; structure image; texture image; Digital images; Dynamic programming; Image edge detection; Image reconstruction; Image restoration; Information science; Laplace equations; Poisson equations; Statistical learning; Visual effects;
fLanguage
English
Publisher
ieee
Conference_Titel
Document Image Analysis for Libraries, 2006. DIAL '06. Second International Conference on
Conference_Location
Lyon
Print_ISBN
0-7695-2531-8
Type
conf
DOI
10.1109/DIAL.2006.3
Filename
1612979
Link To Document