Efficient Histogram PMHT Via Single Target Chip Processing

被引：9

作者：

Davey, Samuel J. ^{[1
,2
]}

机构：

[1] Def Sci & Technol Org, Natl Secur Intelligence Surveillance & Reconnaiss, Edinburgh, SA 5111, Australia

[2] Univ Adelaide, Sch Elect & Elect Engn, Adeleide, Australia

来源：

IEEE SIGNAL PROCESSING LETTERS | 2015年 / 22卷 / 05期

关键词：

Please add index terms;

D O I：

10.1109/LSP.2014.2364300

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The Histogram Probabilistic Multi-Hypothesis Tracker is a multi-target track before detect method with low computational complexity. However, for high resolution sensors with millions of pixels, a naive implementation can be too slow. Single target chip processing is proposed as an approximate implementation scheme that dramatically reduces computation cost without significant performance degradation. Simulated examples are used to quantify the improvements achieved.

引用

页码：569 / 572

页数：4

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