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基于改进的BSP模型的红外图像并行处理研究

The Study on Parallel Computing of Infrared Image Based on BSP Computing Model
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摘要 针对导弹末制导红外图像处理实时性要求,分析了红外图像并行实时处理算法及其集群计算机的实现,建立了适应于实时处理的BSP改进模型和集群并行处理软件系统,并给出了红外图像并行处理算法的实现方法。研究了应用提升小波实现图像并行处理算法及实现,进而分析了算法性能,推导出了加速比模型。实验验证了其有效性。 Considering the real-time requirement of processing infrared images on missile flight in end-game, this paper makes an analysis on parallel algorithms for the real-time processing of infrared images and on the realization of cluster computers. The BSP algorithm model for real-time processing and the cluster software system for parallel processing have been set up, with the suggested means of realization of parallel algorithms for processing infrared images. Meanwhile, it also makes a research on the parallel algorithms by application of Lifting Wavelet Transform as well as .their realization, analyzing hence the performance of the Lifting Scheme with derivation of the speedup-ratio model. In addition, the model's validity has been verified by experiments.
作者 薛弘晔 张科
出处 《红外技术》 CSCD 北大核心 2009年第11期654-658,共5页 Infrared Technology
基金 国家自然科学基金资助项目(编号:60575013) 航空支撑科技基金资助项目(编号:5C53005)
关键词 BSP模型 并行计算 集群计算机 小波变换 提升小波 BSPmodel parallel computing cluster-computer wavelet transforrn lifting wavelet
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