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1. Efficient Histogram PMHT Via Single Target Chip Processing.

Author

Davey, Samuel J.

Subjects
TRACKING algorithms, MULTIPLE target tracking, COMPUTATIONAL complexity, IMAGE sensors, PROBABILITY theory
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]

Published
2015
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