DocumentCode :
318241
Title :
Bit allocation methods for closed-loop coding of oversampled pyramid decompositions
Author :
Horn, Uwe ; Wiegand, Thomas ; Girod, Bernd
Author_Institution :
Telecommun. Inst., Erlangen-Nurnberg Univ., Germany
Volume :
2
fYear :
1997
fDate :
26-29 Oct 1997
Firstpage :
17
Abstract :
Oversampled pyramid decompositions have been successfully applied to scalable video coding. Quantization noise feedback at the encoder (“closed-loop coding”) has several advantages compared to “open-loop coding” where noise feedback is not included. Finding optimal bit allocations for closed-loop coders is a complex task since the rate-distortion (R-D) performance of one quantizer depends on the selected operational points of all previous ones. We present simplified models for closed-loop and open-loop coding. From those, analytical solutions to the optimal bit allocation problem can be derived. In the optimal case, closed-loop coding outperforms open-loop coding although distortion in lower resolution layers of the closed-loop coder may become rather high which is undesirable in scalable coding applications. In this case it turns out to be a good solution to use an optimal open-loop bit allocation for closed-loop coding. Theoretical results are verified by coding experiments
Keywords :
feedback; image resolution; image sampling; noise; rate distortion theory; video coding; bit allocation methods; closed-loop coding; optimal open-loop bit allocation; oversampled pyramid decompositions; quantization noise feedback; rate-distortion performance; resolution; scalable video coding; selected operational points; Additive white noise; Bit rate; Decoding; Feedback; Filters; Interpolation; Noise figure; Quantization; Rate-distortion; Signal resolution; Spatial resolution; Video coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
Type :
conf
DOI :
10.1109/ICIP.1997.638662
Filename :
638662
Link To Document :
بازگشت