DocumentCode
1789786
Title
An improved Criminisi algorithm based on a new priority function and updating confidence
Author
Ajian Nan ; Xiaoqiang Xi
Author_Institution
Sch. of Sci., Xi´an Univ. of Posts & Telecommun., Xi´an, China
fYear
2014
fDate
14-16 Oct. 2014
Firstpage
885
Lastpage
889
Abstract
In the Criminisi algorithm, the unreliability filling order will influence the inpainting quality. Our objective is to discover a method to mend this defect. An improved Criminisi algorithm was proposed by changing the priority and the confidence. We use (1) addition instead of multiplication in the computing of the priority function and the golden section as the weight ratio; and (2) introduce the logistic equation in the confidence update to avoid its rapid decay. Experiments show that our improved algorithm can obtain a better restore effect than that of the original Criminisi algorithm.
Keywords
image restoration; Criminisi algorithm; golden section; inpainting quality; logistic equation; priority function; restore effect; unreliability filling order; updating confidence; weight ratio; Equations; Filling; Image restoration; Maintenance engineering; Mathematical model; PSNR; Signal processing algorithms; Criminisi algorithm; image inpainting; logistic equation;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2014 7th International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4799-5837-5
Type
conf
DOI
10.1109/BMEI.2014.7002897
Filename
7002897
Link To Document