Title :
Distortion policy of buffer-constrained rate control for real-time VBR coders
Author_Institution :
Inst. of Telecommun. Res., Univ. of South Australia, The Levels, SA, Australia
fDate :
4/1/1999 12:00:00 AM
Abstract :
With a rate policy, we can achieve buffer-constrained rate control for variable bit rate coder. Since the rate policy emphasizes the stability of the state of the buffer, we can loose the advantage of variable bit rate coders, i.e., a (nearly) constant quality/distortion. To overcome the difficulty, the distortion policy is considered in this paper. Based on both the state of the buffer and the distortion, we can formulate the distortion policy. By choosing a proper weighting factor of the cost function in the distortion policy, the state of the buffer can be stable and/or the variation of the distortion sequence can be kept small. In addition, the properties of the distortion policy are obtained. We also consider switching and adaptive methods for the weighting factor to adjust time-varying characteristics of blocks of images. Using a JPEG-like image coder, the distortion policy is applied to buffer-constrained rate control
Keywords :
adaptive systems; buffer storage; rate distortion theory; real-time systems; telecommunication control; variable rate codes; video coding; JPEG-like image coder; adaptive method; buffer state stability; buffer-constrained rate control; cost function; distortion policy; distortion sequence; real-time VBR coders; switching method; time-varying characteristics; variable bit rate coder; weighting factor; Bandwidth; Bit rate; Circuits; Cost function; Image communication; Image reconstruction; Rate distortion theory; Rate-distortion; Speech; Stability;
Journal_Title :
Image Processing, IEEE Transactions on