Resource-constrained rate control for motion JPEG2000

Joseph C. Dagher, Ali Bilgin, Michael W Marcellin

Research output: Contribution to journalArticle

31 Citations (Scopus)

Abstract

With the increasing importance of heterogeneous networks and time-varying communication channels, fine sealability has become a highly desirable feature in both image and video coders. A single highly scalable bitstream can provide precise rate control for constant bitrate (CBR) traffic and accurate quality control for variable bitrate (VBR) traffic. We first propose two leaky-bucket rate allocation methods that provide constant quality video under buffer constraints. These methods can be used with all scalable coders. Moreover, we make use of one of these methods (DBRC) and extend it so that it can be used when multiple sequences are multiplexed over a single communications channel. The goal is to allocate the capacity of the channel between sequences to achieve constant quality across all sequences. Experimental results using Motion JPEG2000 demonstrate substantial benefits.

Original languageEnglish (US)
Pages (from-to)1522-1529
Number of pages8
JournalIEEE Transactions on Image Processing
Volume12
Issue number12
DOIs
StatePublished - Dec 2003

Fingerprint

JPEG2000
Constrained Control
Rate Control
Heterogeneous networks
Quality control
Communication Channels
Resources
Motion
Traffic
Video Quality
Heterogeneous Networks
Quality Control
Buffer
Time-varying
Experimental Results
Demonstrate

Keywords

  • Motion JPEG2000
  • Multisequence video
  • Rate control
  • Video streaming

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Computer Graphics and Computer-Aided Design
  • Software
  • Theoretical Computer Science
  • Computational Theory and Mathematics
  • Computer Vision and Pattern Recognition

Cite this

Resource-constrained rate control for motion JPEG2000. / Dagher, Joseph C.; Bilgin, Ali; Marcellin, Michael W.

In: IEEE Transactions on Image Processing, Vol. 12, No. 12, 12.2003, p. 1522-1529.

Research output: Contribution to journalArticle

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