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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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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. |
format | Online Article Text |
id | pubmed-3183066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wongkelvinkianloong automatictargetrecognitionbasedoncrossplot AT abbottderek automatictargetrecognitionbasedoncrossplot |