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 :
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