DocumentCode
2422748
Title
Fourth-order partial differential equations for image inpainting
Author
Chen, Peiying ; Wang, Yuandi
Author_Institution
Dept. of Math., Shanghai Univ., Shanghai
fYear
2008
fDate
7-9 July 2008
Firstpage
1713
Lastpage
1717
Abstract
Inpainting is an image interpolation problem, with broad applications in image processing and vision analysis. PDE-based image inpainting has become a very active area of research in recent years. The Total variation model for image inpainting is an effective method. But the interpolation of this model is limited to creating straight isophotes, not necessarily smoothly continued from the boundary and it does not always follow the Connectivity Principle. We have made some improvements on it and propose a novel fourth-order PDE method to inpaint missing data domain. In both smooth of inpainting and connectivity, our method is outstanding than other methods.
Keywords
image processing; interpolation; partial differential equations; PDE method; connectivity principle; fourth order partial differential equations; image inpainting; image interpolation problem; image processing; vision analysis; Finite difference methods; Image analysis; Image processing; Interpolation; Laplace equations; Mathematics; Partial differential equations; Pixel; Solid modeling; TV;
fLanguage
English
Publisher
ieee
Conference_Titel
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-1723-0
Electronic_ISBN
978-1-4244-1724-7
Type
conf
DOI
10.1109/ICALIP.2008.4590002
Filename
4590002
Link To Document