DocumentCode :
433019
Title :
Optimal rate and input format control for content and context adaptive video streaming
Author :
Ozcelebi, Tanir ; Tekalp, A. Murat ; Civanlar
Author_Institution :
Coll. of Eng., Koc Univ., Istanbul, Turkey
Volume :
3
fYear :
2004
fDate :
24-27 Oct. 2004
Firstpage :
2043
Abstract :
A novel dynamic programming based technique for optimal selection of input video format and compression rate for video streaming based on "relevancy" of the content and user context is presented. The technique uses context dependent content analysis to divide the input video into temporal segments. User selected relevance levels assigned to these segments are used in formulating a constrained optimization problem, which is solved using dynamic programming. The technique minimizes a weighted distortion measure and the initial waiting time for continuous playback under maximum acceptable distortion constraints. Spatial resolution and frame rate of input video and the DCT quantization parameters are used as optimization variables. The technique is applied to encoding of soccer videos using an H.264 (T. Wiegand et al., May 27, 2003) encoder. The improvements obtained over a standard H.264 implementation are demonstrated by experimental results.
Keywords :
data compression; discrete cosine transforms; distortion; dynamic programming; image segmentation; video coding; video streaming; DCT quantization parameter; adaptive video streaming; compression rate; constrained optimization problem; context dependent content analysis; continuous playback; distortion constraint; dynamic programming; initial waiting time; input video format; soccer video encoding; video frame rate; video spatial resolution; weighted distortion measure; Adaptive control; Constraint optimization; Distortion measurement; Dynamic programming; Optimal control; Programmable control; Streaming media; Time measurement; Video compression; Weight measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN :
1522-4880
Print_ISBN :
0-7803-8554-3
Type :
conf
DOI :
10.1109/ICIP.2004.1421485
Filename :
1421485
Link To Document :
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