DocumentCode
2444077
Title
A Novel Non-linear Method of Automatic Video Scratch Removal
Author
Huo, Xing ; Tan, Jieqing
Author_Institution
Sch. of Comput. & Inf., Hefei Univ. of Technol., Hefei, China
fYear
2012
fDate
23-25 Nov. 2012
Firstpage
39
Lastpage
45
Abstract
Video in painting is an important topic in digital image processing. Old age, repeat play and improper preservation always deteriorate the film, dust and mechanical operations produce artifacts like scratches and blotches. This paper presents an automatic scratch detection and removal approach. An accurate wavelet method is introduced to automatically detect the scraches and a new nonlinear continued fraction method dealing with both spatical and temporal information around the scratch is investigated in the restoration stage. In our experiment results, we show that our scheme not only obtains more accurate detection of scratches, but also gives better video quality.
Keywords
image restoration; video signal processing; wavelet transforms; artifacts; automatic scratch detection; automatic video scratch removal; blotches; digital image processing; dust operations; mechanical operations; nonlinear continued fraction method; restoration stage; spatical information; temporal information; video quality; wavelet method; Arrays; Discrete wavelet transforms; Educational institutions; Image restoration; Interpolation; continued fraction; non-linear interpolation; scratch detection; video inpainting;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Home (ICDH), 2012 Fourth International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4673-1348-3
Type
conf
DOI
10.1109/ICDH.2012.38
Filename
6376381
Link To Document