An accurate low-complexity rate control algorithm based on (ρ, Eq)-domain

被引:24
作者
Milani, Simone [1 ]
Celetto, Luca [2 ]
Mian, Gian Antonio [1 ]
机构
[1] Univ Padua, Dept Informat Engn, I-35131 Padua, Italy
[2] STMicroelect, I-20041 Agrate Brianza, Italy
关键词
bit allocation; coefficient statistics; H.264/AVC; rate-distortion (R-D) parameterization; rate control; video coding; zeros;
D O I
10.1109/TCSVT.2007.913965
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The standard H.264/AVC defines an efficient coding architecture both for coding applications where bandwidth or storage capacity is limited (e.g., video telephony or video conferencing over mobile channels and devices) and for applications that require high reconstruction quality and bit rate (e.g., HDTV). Since its main applications concern video communication over time-varying bandwidth channels, the bit rate has to be controlled with scalable algorithms that can be implemented on low resource devices. The paper describes a rate control algorithm that needs reduced memory area and complexity compared to other ones. The number of coded bits for each frame is accurately predicted through the percentage of null quantized transform coefficients, which is related to the quantization step via the energy of the quantized signal. It is possible to design a rate control algorithm based on this model that provides a good compression performance at a low computational cost.
引用
收藏
页码:257 / 262
页数:6
相关论文
共 14 条
[1]  
Alfonso D., 2004, P 12 EUSIPCO 2004 WI, P1271
[2]   Modeling of subband image data for buffer control [J].
Calvagno, G ;
Ghirardi, C ;
Mian, GA ;
Rinaldo, R .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (02) :402-408
[3]   Optimal bit allocation for coding of video signals over ATM networks [J].
Chen, JJ ;
Lin, DW .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1997, 15 (06) :1002-1015
[4]   A unified rate-distortion analysis framework for transform coding [J].
He, ZH ;
Mitra, SK .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2001, 11 (12) :1221-1236
[5]   Optimum bit allocation and accurate rate control tor video coding via ρ-domain source modeling [J].
He, ZH ;
Mitra, SK .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2002, 12 (10) :840-849
[6]  
*ISO IEC, 1993, AVC491 ISOIEC
[7]   Frame bit allocation for the H.264/AVC video coder via Cauchy-density-based rate and distortion models [J].
Kamaci, N ;
Altunbasak, Y ;
Mersereau, RM .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (08) :994-1006
[8]   BIT-RATE CONTROL FOR MPEG ENCODERS [J].
KEESMAN, G ;
SHAH, I ;
KLEINGUNNEWIEK, R .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 1995, 6 (06) :545-560
[9]   A mathematical analysis of the DCT coefficient distributions for images [J].
Lam, EY ;
Goodman, JW .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (10) :1661-1666
[10]  
LI Z, 2002, JOINT VID TEAM 6 M A