Title :
Skip Prediction and Early Termination for Fast Mode Decision in H.264/AVC
Author :
Ivanov, Yury V. ; Bleakley, C.J.
Author_Institution :
Sch. of Comput. Sci. & Inf., Univ. Coll. Dublin
Abstract :
his paper proposes a fast mode decision algorithm for H.264/AVC based on skip prediction and early termination techniques. The skip decision is based on a partially computed sum of absolute differences metric combined with utilization of the Lagrangian rate-distortion cost function from the previous frame. A statistical analysis of the spatio-temporal characteristics of the rate distortion cost function and SAD metric for skip decisions is provided. Experimental results show that the new algorithm outperforms existing ones in performance providing a 55% reduction in total computational complexity, a slight reduction in bit rate and negligible impact on visual quality
Keywords :
computational complexity; video coding; H.264/AVC; Lagrangian rate-distortion cost function; computational complexity; early termination techniques; fast mode decision; skip prediction; sum of absolute differences metric; Automatic voltage control; Bit rate; Cost function; Educational institutions; Informatics; Lagrangian functions; Prediction algorithms; Quadratic programming; Rate-distortion; Statistical analysis;
Conference_Titel :
Digital Telecommunications, , 2006. ICDT '06. International Conference on
Conference_Location :
Cote d´Azur
Print_ISBN :
0-7695-2650-0
DOI :
10.1109/ICDT.2006.70