DocumentCode :
1693845
Title :
A rate-distortion optimal video pre-processing algorithm
Author :
Karunaratne, Passant V. ; Segall, C. Andrew ; Katsaggelos, Aggelos K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northwestern Univ., Evanston, IL, USA
Volume :
1
fYear :
2001
fDate :
6/23/1905 12:00:00 AM
Firstpage :
481
Abstract :
Pre-processing algorithms improve the quality of a compression system by removing unimportant data before encoding. This enhances both the visual quality and coding efficiency of the system. We cast the pre-processing problem in the operational rate-distortion framework. Filtering the displaced frame difference is the focus, and the proposed method couples the choice of the quantization scale to the response of the prefilter. Coding errors are then addressed by penalizing significant differences between coded blocks. Finally, experimental results illustrate the efficacy of the method within the context of an MPEG-2 coding scenario
Keywords :
circuit optimisation; code standards; data compression; filtering theory; image sequences; quantisation (signal); rate distortion theory; telecommunication standards; video coding; MPEG-2 coding; MPEG-2 video compression standard; coded blocks; coding efficiency; coding errors; compression system quality; frame difference filtering; optimal video pre-processing algorithm; prefilter; quantization scale; rate-distortion; video sequence; visual quality; Decoding; Filtering algorithms; Focusing; Image coding; Image quality; Image sequences; Low pass filters; Rate-distortion; Transform coding; Video compression;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
Type :
conf
DOI :
10.1109/ICIP.2001.959058
Filename :
959058
Link To Document :
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