Title :
A fast PDE algorithm using LOG based comparison threshold and dithering scan for real-time MPEG video coding
Author :
Kim, Jongnam ; Ryu, Taekyung
Author_Institution :
Dept. of IT Convergence & Applic., Pukyong Nat. Univ., Busan, South Korea
Abstract :
In this paper, we propose a fast motion estimation algorithm to reduce computational load of the FS (full search) algorithm. We reduce only unnecessary computations which doesn´t affect predicted images from the motion vector. To do that, we use normalized dithering matching scan to get uniform distribution of partial distortion by which we can reduce only unnecessary computation significantly. Additionally, we remove unlike candidate vectors faster by using multiply of LOG value to threshold of matching error. Additionally, we further reduce unnecessary computation for motion estimation according to distribution of motion vectors. Our algorithm reduces about 60% of computations for block matching error compared with the conventional PDE (partial distortion elimination) algorithm almost without degradation of prediction quality.
Keywords :
data compression; distortion; image matching; motion estimation; search problems; video coding; LOG based comparison threshold; fast PDE algorithm; fast motion vector estimation algorithm; full search algorithm; matching error threshold; partial distortion elimination algorithm; partial distortion uniform distribution; prediction quality degradation; real-time MPEG video coding; scan dithering; Consumer electronics; Decision support systems; Video coding; Virtual reality; MPEG; full search; motion estimation; video coding;
Conference_Titel :
Consumer Electronics (ISCE), 2010 IEEE 14th International Symposium on
Conference_Location :
Braunschweig
Print_ISBN :
978-1-4244-6671-9
DOI :
10.1109/ISCE.2010.5523725