Title :
Rate control for an embedded wavelet video coder
Author :
Cheng, Po-Yuen ; Li, Jin ; Kuo, C. C Jay
Author_Institution :
Div. of Appl. Technol., Phys. Opt. Corp., Torrance, CA, USA
fDate :
8/1/1997 12:00:00 AM
Abstract :
Embedded coders provide a better rate-distortion tradeoff while the coded bit stream can be truncated at any point without a significant perceptible distortion. We investigate rate control for an embedded wavelet video coder by converting the rate control problem to a bit allocation problem for each frame. Then, a computationally efficient rate control algorithm is derived by exploiting the rate-distortion performance of the embedded wavelet coder and the frame dependency between the reference frame and the predictive frame. Experiments are performed to demonstrate the superior performance of the embedded wavelet video coder with the proposed rate control scheme. It is shown that the proposed rate control strategy outperforms the fixed allocation rate control by 0.1-0.4 dB for a variety of sequences, and the performance gain can be as large as 1.3-2.7 dB around scene changes
Keywords :
channel capacity; image sequences; motion compensation; rate distortion theory; telecommunication control; transform coding; video coding; wavelet transforms; bit allocation; block based motion compensation; coded bit stream; computationally efficient rate control algorithm; embedded wavelet video coder; experiments; fixed allocation rate control; frame dependency; performance gain; predictive frame; rate-distortion performance; rate-distortion tradeoff; reference frame; scene changes; video sequences; Bit rate; Constraint optimization; Decoding; Embedded computing; Interpolation; Performance gain; Quantization; Rate-distortion; Streaming media; Video compression;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on