Title :
A median based interpolation algorithm for deinterlacing
Author :
Phu, M.Q. ; Tischer, P.E. ; Wu, H.R.
Author_Institution :
Sch. of Comput. Sci. & Software Eng., Monash Univ., Clayton, Vic., Australia
Abstract :
In this paper, state-of-the-art interpolation algorithms for deinterlacing within a single frame are investigated. Based on Chen´s directional measurements and on the median filter, a novel interpolation algorithm for deinterlacing is proposed. By efficiently estimating the diagonal and vertical directional correlations of the neighboring pixels, the proposed method performs better than existing techniques on different images and video sequences, for both subjective and objective measurements. Additionally, the proposed method has a simple structure with low computation complexity, which therefore makes it simple to implement in hardware.
Keywords :
correlation methods; image reconstruction; interpolation; median filters; video signal processing; Chen directional measurements; diagonal directional correlations; median based interpolation algorithm; median filter; neighboring pixel correlations; single frame deinterlacing; vertical directional correlations; video sequences; Australia; Computer science; Equations; HDTV; Hardware; Image quality; Interpolation; Motion detection; Software engineering; Video sequences;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2004. ISPACS 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8639-6
DOI :
10.1109/ISPACS.2004.1439083