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
fDate :
29 Sept.-1 Oct. 2004
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;
Conference_Titel :
Multimedia Signal Processing, 2004 IEEE 6th Workshop on
Print_ISBN :
0-7803-8578-0
DOI :
10.1109/MMSP.2004.1436605