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Efficient Histogram PMHT Via Single Target Chip Processing.

Authors :
Davey, Samuel J.
Source :
IEEE Signal Processing Letters; May2015, Vol. 22 Issue 5, p569-572, 4p
Publication Year :
2015

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10709908
Volume :
22
Issue :
5
Database :
Complementary Index
Journal :
IEEE Signal Processing Letters
Publication Type :
Academic Journal
Accession number :
101290117
Full Text :
https://doi.org/10.1109/LSP.2014.2364300