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Automatic Target Recognition Based on Cross-Plot

Automatic target recognition that relies on rapid feature extraction of real-time target from photo-realistic imaging will enable efficient identification of target patterns. To achieve this objective, Cross-plots of binary patterns are explored as potential signatures for the observed target by hig...

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Detalles Bibliográficos
Autores principales: Wong, Kelvin Kian Loong, Abbott, Derek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3183066/
https://www.ncbi.nlm.nih.gov/pubmed/21980508
http://dx.doi.org/10.1371/journal.pone.0025621
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author Wong, Kelvin Kian Loong
Abbott, Derek
author_facet Wong, Kelvin Kian Loong
Abbott, Derek
author_sort Wong, Kelvin Kian Loong
collection PubMed
description Automatic target recognition that relies on rapid feature extraction of real-time target from photo-realistic imaging will enable efficient identification of target patterns. To achieve this objective, Cross-plots of binary patterns are explored as potential signatures for the observed target by high-speed capture of the crucial spatial features using minimal computational resources. Target recognition was implemented based on the proposed pattern recognition concept and tested rigorously for its precision and recall performance. We conclude that Cross-plotting is able to produce a digital fingerprint of a target that correlates efficiently and effectively to signatures of patterns having its identity in a target repository.
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spelling pubmed-31830662011-10-06 Automatic Target Recognition Based on Cross-Plot Wong, Kelvin Kian Loong Abbott, Derek PLoS One Research Article Automatic target recognition that relies on rapid feature extraction of real-time target from photo-realistic imaging will enable efficient identification of target patterns. To achieve this objective, Cross-plots of binary patterns are explored as potential signatures for the observed target by high-speed capture of the crucial spatial features using minimal computational resources. Target recognition was implemented based on the proposed pattern recognition concept and tested rigorously for its precision and recall performance. We conclude that Cross-plotting is able to produce a digital fingerprint of a target that correlates efficiently and effectively to signatures of patterns having its identity in a target repository. Public Library of Science 2011-09-29 /pmc/articles/PMC3183066/ /pubmed/21980508 http://dx.doi.org/10.1371/journal.pone.0025621 Text en Wong, Abbott. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Wong, Kelvin Kian Loong
Abbott, Derek
Automatic Target Recognition Based on Cross-Plot
title Automatic Target Recognition Based on Cross-Plot
title_full Automatic Target Recognition Based on Cross-Plot
title_fullStr Automatic Target Recognition Based on Cross-Plot
title_full_unstemmed Automatic Target Recognition Based on Cross-Plot
title_short Automatic Target Recognition Based on Cross-Plot
title_sort automatic target recognition based on cross-plot
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3183066/
https://www.ncbi.nlm.nih.gov/pubmed/21980508
http://dx.doi.org/10.1371/journal.pone.0025621
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