DocumentCode
3157337
Title
Approximation method for interpolating affine parameters in doubling frame rate
Author
Ponla, Saranta ; Auethavekiat, Supatana ; Phongsuphap, Sukanya
Author_Institution
Mahidol Univ., Bangkok, Thailand
fYear
2009
fDate
7-9 Jan. 2009
Firstpage
383
Lastpage
386
Abstract
The quality of the frame rate up-conversion depends on the accuracy of the motion parameters. 2D affine model describes the motion better than the popular 2D translation model; however, its parameters are difficult to interpolate. In this paper, the approximation method for interpolating the mid-point of 2D affine parameters is proposed. The affine transform is approximated as the 2D rigid transformation where the target x and y axes are not orthogonal. Trigonometry relationship is applied to interpolate rotational parameters. Conventional linear interpolation is applied to interpolate translational parameters. For video sequences containing complex motion, the reconstruction from the approximated affine parameters gave higher PSNR and visually better result than the one from the interpolated 2D translation parameters.
Keywords
affine transforms; approximation theory; image motion analysis; image reconstruction; image sequences; interpolation; video signal processing; 2D affine model; 2D rigid transformation; affine parameter interpolation; affine transform; approximation method; doubling frame rate; frame rate up-conversion quality; image reconstruction; linear interpolation; motion parameter; translational parameter; trigonometry relationship; video sequence; Approximation methods; Computational efficiency; Electronic mail; Image reconstruction; Interpolation; Motion estimation; PSNR; Shearing; Signal processing; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing and Communication Systems, 2009. ISPACS 2009. International Symposium on
Conference_Location
Kanazawa
Print_ISBN
978-1-4244-5015-2
Electronic_ISBN
978-1-4244-5016-9
Type
conf
DOI
10.1109/ISPACS.2009.5383822
Filename
5383822
Link To Document