Title :
An Improved Approach of Detection and Restoration Blotches in Archived Films
Author :
Zhang Xiaona ; Qi Guoqing ; Xu Rong ; Zhang Tao
Author_Institution :
Inf. Sci. & Technol. Coll., Dalian Maritime Univ., Dalian, China
Abstract :
Blotches are the common artifacts in archived films image sequences. The processing procedure of the existing methods can be characterized as two parts: detection and restoration. This paper focuses on some problems about both parts. For blotches detection, a new post processing method based on region labeling is presented to remove the noises. For restoration, the simplified motion vector repair algorithm is employed and then the over-restoration method is used to solve the blotch edge blurry problem. The proposed algorithms have been tested with real film image sequences and the experimental results demonstrate the efficiency and effectiveness of our methods in terms of both detection and restoration of blotches.
Keywords :
image denoising; image restoration; image retrieval; image sequences; blotch detection; blotch edge blurry problem; blotch restoration; film archiving; image sequences; motion vector repair algorithm; noise removal; overrestoration method; region labeling; Degradation; Detectors; Educational institutions; Image edge detection; Image restoration; Image sequences; Information science; Interpolation; Labeling; Motion detection;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5305432