Title :
A Computation Reduction Method for RDO Mode Decision Based on an Approximation of the Distortion
Author :
Jeong Mee Moon ; Yong Ho Moon ; Jae Ho Kim
Author_Institution :
Dept. of Electron. Eng., Pusan Nat. Univ., South Korea
Abstract :
In this paper, we propose a computation reduction method for RDO mode decision in H.264/AVC. The distortion required for RDO mode decision has been shown to be equivalent to the total energy of quantization error. A statistical model of the quantization error for H.264/AVC was developed in order to approximate the distortion. In the proposed method, the reconstruction processes including quantization, inverse quantization, and inverse DCT are not needed. Simulation results demonstrate that the distortion is efficiently approximated with a quality and bit-rate comparable to conventional H.264/AVC.
Keywords :
approximation theory; data compression; decision theory; image reconstruction; optimisation; rate distortion theory; statistical analysis; video coding; AVC; H.264; RDO mode decision; advanced video coding; approximation; computation reduction method; quantization error; rate-distortion optimization; reconstruction process; statistical model; Approximation methods; Automatic voltage control; Computational modeling; Cost function; Discrete cosine transforms; IEC standards; ISO standards; Moon; Quantization; Rate-distortion; Approximation methods; Quantization; Video coding;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312780