A particle filter for track-before-detect

2001280 citationsJournal Article

Authors

H. Birch · British Broadcasting Corporation (United Kingdom)

Abstract

A Bayesian track-before-detect particle filter is proposed. The filter provides a sample based approximation to the distribution of the target state directly from pixel array data. The filter also provides a measure of the probability that a target is present.

Topics & Keywords

Target Tracking and Data Fusion in Sensor Networks Distributed Sensor Networks and Detection Algorithms Remote-Sensing Image Classification

Publication Details

DOI: 10.1109/acc.2001.946220

Field-Weighted Citation Impact: 2.11

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A particle filter for track-before-detect

Authors

Abstract

Topics & Keywords

Publication Details