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Automatic target recognition based on cross-plot.


ABSTRACT: 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.

SUBMITTER: Wong KK 

PROVIDER: S-EPMC3183066 | biostudies-literature | 2011

REPOSITORIES: biostudies-literature

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Automatic target recognition based on cross-plot.

Wong Kelvin Kian Loong KK   Abbott Derek D  

PloS one 20110929 9


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 it  ...[more]

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