Title :
A novel method for frame rate up-conversion
Author :
Hu, Haiping ; Liu, Guoying
Author_Institution :
Dept. of Math., Shanghai Univ. Coll. of Sci., Shanghai, China
Abstract :
In this paper, we proposed a new motion compensated interpolation (MCI) algorithm for frame rate up-conversion (FRUC) in multimedia applications. First, we propose the bilateral motion estimation (ME) scheme to obtain the motion field of an interpolated frame without yielding the hole and overlapping problems. Secondly, we partition the block which the sum of bilateral absolute differences (SBAD) is bigger than a threshold into four sub-blocks and re-estimate by bilateral ME. Thirdly, we smoothed the motion vectors (MVs) using spatio-temporal motion vector smoothing (MVS). Finally, we use the overlapped block motion compensation to generate interpolated frames and further reduce block artifacts. Experimental results show that the proposed algorithm provides a better image quality than conventional methods both objectively and subjectively.
Keywords :
image sequences; interpolation; motion compensation; video signal processing; bilateral absolute difference; bilateral motion estimation scheme; block motion compensation; frame rate up-conversion method; image quality; motion compensated interpolation algorithm; motion vector smoothing; multimedia application; Filtering; Image edge detection; Interpolation; Motion estimation; PSNR; Smoothing methods; Vectors; bilateral motion estimation; frame rate up-conversion; motion compensated interpolation; motion vector smoothing;
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2011 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-61284-879-2
DOI :
10.1109/IASP.2011.6108987