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...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2011-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC3183066?pdf=render |
| _version_ | 1818065548159746048 |
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| author | Kelvin Kian Loong Wong Derek Abbott |
| author_facet | Kelvin Kian Loong Wong Derek Abbott |
| author_sort | Kelvin Kian Loong Wong |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-12-10T14:53:38Z |
| format | Article |
| id | doaj.art-90cbb9abb38f4e86a420e0052f1e038f |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-10T14:53:38Z |
| publishDate | 2011-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-90cbb9abb38f4e86a420e0052f1e038f2022-12-22T01:44:23ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-01-0169e2562110.1371/journal.pone.0025621Automatic target recognition based on cross-plot.Kelvin Kian Loong WongDerek AbbottAutomatic 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.http://europepmc.org/articles/PMC3183066?pdf=render |
| spellingShingle | Kelvin Kian Loong Wong Derek Abbott Automatic target recognition based on cross-plot. PLoS ONE |
| 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 |
| url | http://europepmc.org/articles/PMC3183066?pdf=render |
| work_keys_str_mv | AT kelvinkianloongwong automatictargetrecognitionbasedoncrossplot AT derekabbott automatictargetrecognitionbasedoncrossplot |