Title :
A Novel Multi-Stage Motion Vector Processing Method for Motion Compensated Frame Interpolation
Author :
Huang, Ai-Mei ; Nguyen, Truong
Author_Institution :
UCSD, La Jolla
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
In this paper, a novel multi-stage motion vector processing algorithm at the decoder is proposed for motion compensated frame interpolation. We address the problems of discontinuous edges and deformed structures in an interpolated frame by explicitly considering reliability of each received motion vector. By hierarchically refining motion vectors with different block sizes, the proposed method is capable of preserving structure information. Experimental results show that the proposed scheme outperforms other methods in terms of visual quality and PSNR, and it is also robust when video sequences have complex scenes and fast motion.
Keywords :
edge detection; interpolation; motion compensation; vectors; decoder; discontinuous edge problem; motion compensated frame interpolation; multistage motion vector processing method; video sequence; Decoding; Interpolation; Layout; Maintenance; Merging; PSNR; Robustness; Trajectory; Video compression; Video sequences; frame rate up conversion; motion compensated frame interpolation; motion vector processing; residual energy;
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2007.4379847