DocumentCode
3285343
Title
Optimal rate and input format control for content and context adaptive streaming of sports videos
Author
Özçelebi, Tanur ; Tekalp, A. Murat ; Civanlar, M. Reha
Author_Institution
Coll. of Eng., Koc Univ., Istanbul, Turkey
fYear
2004
fDate
29 Sept.-1 Oct. 2004
Firstpage
502
Lastpage
505
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 (weights) are refined by using audio information and assigned to these segments. The weights 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, frame rate and average audio volume of the temporal segments and the DCT quantization parameters are used as optimization variables.
Keywords
data compression; discrete cosine transforms; distortion; dynamic programming; image resolution; image segmentation; quantisation (signal); video coding; video streaming; DCT quantization parameter; audio information; average audio volume; context adaptive streaming; context dependent content analysis; dynamic programming based technique; input video format; maximum acceptable distortion constraint; sports video; video compression; weighted distortion measure; Adaptive control; Constraint optimization; Distortion measurement; Dynamic programming; Optimal control; Programmable control; Streaming media; Time measurement; Videos; Weight measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing, 2004 IEEE 6th Workshop on
Print_ISBN
0-7803-8578-0
Type
conf
DOI
10.1109/MMSP.2004.1436605
Filename
1436605
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