Title :
PDE image inpainting with texture synthesis based on damaged region classification
Author :
Yao, Wei ; Sun, Ji-Xiang ; Zou, Gang ; Teng, Shuhua ; Wen, Gong-Jian
Author_Institution :
Inst. of Electr. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Image inpainting aims to restore lost information according to gray patterns from known area. PDE and texture synthesis are both widely applied in image inpainting. A new image inpainting algorithm combined those two kinds of methods are presented. Damaged region pixels are classified into texture pixels and structure pixels, which are inpainted with corresponding algorithms. Texture classification to the known image is also done to reduce the texture search region. The new algorithm require much less time than the classic inpainting algorithm.
Keywords :
image classification; image restoration; image texture; partial differential equations; PDE image inpainting algorithm; damaged region classification; image restoration; partial differential equation; structure pixels; texture pixels; texture synthesis classification; Cities and towns; Electronic mail; Image decomposition; Image restoration; Image segmentation; Noise reduction; Partial differential equations; Pixel; Propagation losses; Sun; Image Inpainting; Partial Differential Equation; Texture Synthesis;
Conference_Titel :
Advanced Computer Control (ICACC), 2010 2nd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-5845-5
DOI :
10.1109/ICACC.2010.5487104