DocumentCode
3632011
Title
Occlusion artifact removal in video frame rate up-conversion
Author
Burak Cizmeci;Hasan F. Ates
Author_Institution
Elektronic M?h. B?l?m?, I? ?niversitesi, ?ile, ?stanbul, Turkey
fYear
2009
fDate
4/1/2009 12:00:00 AM
Firstpage
277
Lastpage
280
Abstract
In the past, frame rate up-conversion (FRC) methods were commonly used in standards conversion. Today, FRC methods are used for digital video temporal resolution enhancement to improve the visual quality in large screen LCD and plasma TV sets. The increase in processing power of DSPs, FPGAs and ASICs enables high complexity algorithms in the design of FRC systems. In this paper, we propose a multi-stage motion vector (MV) post-processing algorithm with occlusion adaptive overlapped block motion compensation, which increases the temporal resolution without loss of spatial resolution and consistency. Hexagonal search block matching yields us unreliable MVs which are post-processed in the refinement stages in order to get a consistent MV field in spatial domain. Relations between neighboring MVs and the MV fields of 4 consecutive frames are utilized to detect occlusion regions. Overlapped block motion compensation (OBMC) is adapted to these problematic regions in order to reduce artifacts due to occlusion. Compared to existing methods, the developed algorithm achieves FRC with reduced loss of spatial resolution and reduced amount of artifacts.
Keywords
Deformable models
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference, 2009. SIU 2009. IEEE 17th
ISSN
2165-0608
Print_ISBN
978-1-4244-4435-9
Type
conf
DOI
10.1109/SIU.2009.5136386
Filename
5136386
Link To Document