中国科学院机构知识库网格系统: Study on image real-time interpretation based on particle filter (EI CONFERENCE)

中国科学院机构知识库网格

Chinese Academy of Sciences Institutional Repositories Grid

Study on image real-time interpretation based on particle filter (EI CONFERENCE)

文献类型：会议论文


作者	Liu S.-J.
出版日期	2011
会议名称	2011 International Conference on Mechatronic Science, Electric Engineering and Computer, MEC 2011, August 19, 2011 - August 22, 2011
会议地点	Jilin, China
关键词	In order to satisfy to the real-time requirement of image interpretation system in photoelectric measurement equipments a kind of hardware acceleration system with MIMD distributed multi-processor architecture based on SOPC technology is designed. The particle filter algorithm is proposed to process image interpretation for state estimation problem of nonlinear and non-Gaussian system. This algorithm does not involve conventional linearization transform and has approximated the posterior probability density by a set of discrete particles. Therefore the approximate optimum result is educed. It has a high accuracy and a rapid convergence. Experimental results show that the algorithm be adequate to real time accuracy and robustness meets the requirement of image interpretation and possesses practical significance for engineering applications. 2011 IEEE.
页码	1078-1081
收录类别	EI
源URL	[http://ir.ciomp.ac.cn/handle/181722/32955]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式 GB/T 7714	Liu S.-J.. Study on image real-time interpretation based on particle filter (EI CONFERENCE)[C]. 见:2011 International Conference on Mechatronic Science, Electric Engineering and Computer, MEC 2011, August 19, 2011 - August 22, 2011. Jilin, China.

入库方式： OAI收割

来源：长春光学精密机械与物理研究所

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