Title :
Repairing of Motion Vectors within Defect Regions Based on Temporal Continuity of Motion Trajectory and Blotch Detection in Old Color Films
Author :
Bekir Dizdaroglu;Ali Gangal
Author_Institution :
Elektrik - Elektronik M?hendisli?i B?l?m?, Karadeniz Teknik ?niversitesi, Trabzon. bekir@ktu.edu.tr
fDate :
6/1/2007 12:00:00 AM
Abstract :
In this work, an algorithm is proposed for the automatic detection of defects such as blotches in old color films. First, non-local means method, which does not require motion estimation, is used for noise removal in image sequence. After that, motion vectors that are incorrectly estimated within defect regions are reestimated by taking into account the temporal continuity of motion trajectory. Finally, defects in films are detected by spike detection index (SDI) method, which are easily adapted to color image sequences. Performance of the method is tested on artificially corrupted and real films, and obtained results are demonstrated.
Keywords :
"Motion detection","Testing","Motion estimation","Colored noise","Image sequences","Color"
Conference_Titel :
Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
Print_ISBN :
1-4244-0719-2
DOI :
10.1109/SIU.2007.4298857