DocumentCode
3482296
Title
Optimal rate and input format control for content and context adaptive video streaming
Author
Özçelebi, Tanir ; Tekalp, A. Murat ; Civanlar, M. Reha
Author_Institution
Koc Univ., Istanbul, Turkey
fYear
2004
fDate
28-30 April 2004
Firstpage
355
Lastpage
358
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 encoder. The improvements obtained over a standard H.264 implementation are demonstrated by experimental results.
Keywords
content-based retrieval; data compression; discrete cosine transforms; dynamic programming; image resolution; minimisation; multimedia communication; transform coding; variable rate codes; video coding; DCT quantization parameters; H.264 encoder; compression rate; constrained optimization; content relevancy; context adaptive video streaming; continuous playback; dynamic programming; frame rate; initial waiting time; input video; input video format; optimal selection; soccer video encoding; spatial resolution; temporal segments; user selected relevance levels; weighted distortion measure minimization; 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
Signal Processing and Communications Applications Conference, 2004. Proceedings of the IEEE 12th
Print_ISBN
0-7803-8318-4
Type
conf
DOI
10.1109/SIU.2004.1338333
Filename
1338333
Link To Document