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WMSN中基于兴趣区域检测的JPEG编码算法

Interesting of region-based JPEG coding algorithm for wireless multimedia sensor networks
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摘要 为了提高资源受限的无线多媒体传感器网络中视频监控图像序列的压缩效果,提出一种基于变化检测和DCT系数裁剪的JPEG图像编码方法。通过变化检测算法确定监控图像中的兴趣区域,对于兴趣区域保留全部DCT系数进行编码,在背景区域编码时对DCT系数进行裁剪。算法分析和仿真实验结果表明,提出的方法能同时保证高的压缩率和兴趣区域的图像质量,在图像质量和能量消耗之间达到了一个较好的平衡。 To solve the problems of compression of video-surveillance image sequences collected by a wireless multimedia sensor network,this paper proposed an image compression scheme based on change detection and reduced part of DCT coefficients.Changing detection finds the region of interest for the image,in which all DCT coefficients was saved and coding;DCT coefficients would be cut in the background.Simulation results show that this proposed algorithm can increase compression ratio and image quality,balance between image quality and energy consumption.
作者 张欢 樊晓平 刘少强 熊哲源 钟智
机构地区 中南大学信息科学与工程学院 湖南财政经济学院网络化系统研究所
出处 《计算机应用研究》 CSCD 北大核心 2012年第6期2283-2285,2309,共4页 Application Research of Computers
基金 国家自然科学基金资助项目(60776834 60870010)
关键词 无线多媒体传感器网络 图像编码 变化检测 JPEG DCT wireless multimedia sensor networks image coding change detection JPEG DCT
分类号 TN911.21 [电子电信—通信与信息系统]
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参考文献11

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二级参考文献60

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共引文献22

计算机应用研究
2012年 第6期

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