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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Chakareski, J. Apostolopoulos, J.G. Wee, S. Tan, W. Girod, B. |
| Copyright Year | 1991 |
| Abstract | We present a technique for low-complexity rate-distortion (R-D) optimized adaptive video streaming based on the concept of rate-distortion hint track (RDHT). RDHTs store the precomputed characteristics of a compressed media source that are crucial for high performance online streaming but difficult to compute in real time. This enables low-complexity adaptation to variations in transport conditions such as available data rate or packet loss. An RDHT-based streaming system has three components: 1) information that summarizes the R-D attributes of the media; 2) an algorithm for using the RDHT to predict the distortion for a feasible packet schedule; and 3) a method for determining the best packet schedule to adapt the streaming to the communication channel. A family of distortion models, denoted distortion chains, are presented which accurately predict the distortion produced by arbitrary packet loss patterns. Two distortion chain models are examined which lead to two RDHT-based techniques. We evaluate the proposed techniques for two canonical problems in streaming media, adaptation to available data rate and to packet loss. Experimental results demonstrate that for the difficult case of nonscalably coded H.264 video, the proposed systems provide significant performance gains over conventional low-complexity streaming systems, and achieve this gain with a comparable level of complexity making them suitable for online R-D optimized streaming. |
| Sponsorship | IEEE Circuits and Systems Society |
| Starting Page | 1257 |
| Ending Page | 1269 |
| Page Count | 13 |
| File Size | 685052 |
| File Format | |
| ISSN | 10518215 |
| Volume Number | 15 |
| Issue Number | 10 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2005-10-01 |
| Publisher Place | U.S.A. |
| Access Restriction | One Nation One Subscription (ONOS) |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Rate-distortion Streaming media Image coding Acoustic distortion Laboratories Scheduling algorithm Performance gain Video compression Video coding Jacobian matrices video coding Distortion modeling hint track (HT) low-complexity multimedia streaming rate-distortion (R-D) video adaptation |
| Content Type | Text |
| Resource Type | Article |
| Subject | Electrical and Electronic Engineering Media Technology |
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