Scene analysis for reducing motion JPEG 2000 video surveillance delivery bandwidth and complexity

被引:0
|
作者
Meessen, J [1 ]
Parisot, C [1 ]
Desurmont, X [1 ]
Delaigle, JF [1 ]
机构
[1] Multitel ASBL, Image Proc Dept, Mons, Belgium
关键词
segmentation; object-based coding; Motion JPEG 2000; video surveillance;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a new object-based video coding/transmission system using the emerging Motion JPEG 2000 standard [1] for the efficient storage and delivery of video surveillance over low bandwidth channels. Some recent papers deal with JPEG 2000 coding/transmission based on the Region Of Interest (ROI) feature and the multi-layer capability provided by this coding system [2][3]. Those approaches allow delivering more quality for mobile objects (or ROI) than for the background when bandwidth is too narrow for a sufficient video quality. The method proposed here provides the same features while significantly improving the average bitrate/quality ratio of delivered video when cameras are static. We transmit only ROIs of each frame as well as an automatic estimation of the background at a lower frame rate in two separate Motion JPEG 2000 streams. The frames are then reconstructed at the client side without the need of other external data. Our method provides both better video quality and reduced client CPU usage with negligible storage overhead. Video surveillance streams stored on the server are fully compliant with existing Motion JPEG 2000 decoders.
引用
收藏
页码:877 / 880
页数:4
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