DocumentCode
2502879
Title
A method of scratch removal from old movie film using variant window by Hough transform
Author
Chishima, Kenta ; Arakawa, Kaoru
Author_Institution
Dept. of Comput. Sci., Meiji Univ., Kawasaki, Japan
fYear
2009
fDate
28-30 Sept. 2009
Firstpage
1559
Lastpage
1563
Abstract
A method for removing line scratches in old movie films is proposed. This method corresponds to an adaptive median filter with a variant window. Since the film scratches appear as sharp thin lines on video images, they can be removed by median filtering. However, some fine structures of the image, especially line elements, are deformed by the median filtering. Thus, a new type of signal interpolation using a median filter with a variable window is proposed. This filter first detects the straight line element around scratches using Hough transform. If the line element is definite enough, one-dimensional median filtering is performed with a window the direction of which is the same as the straight line element. Else, usual horizontal one-dimensional median filtering is performed. By combining this filter with scratch detection, film scratches are effectively removed, without making deformation of image components. Computer simulations verify its high performance.
Keywords
Hough transforms; adaptive filters; median filters; Hough transform; adaptive median filter; image components; median filtering; old movie film; scratch removal; variant window; video images; Adaptive filters; Computer science; Computer simulation; Filtering; Image processing; Image restoration; Interpolation; Motion pictures; Pixel; Polynomials;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technology, 2009. ISCIT 2009. 9th International Symposium on
Conference_Location
Icheon
Print_ISBN
978-1-4244-4521-9
Electronic_ISBN
978-1-4244-4522-6
Type
conf
DOI
10.1109/ISCIT.2009.5341031
Filename
5341031
Link To Document