Please use this identifier to cite or link to this item: http://hdl.handle.net/2440/68134
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Type: Journal article
Title: Automatic target recognition based on cross-plot
Author: Wong, K.
Abbott, D.
Citation: PLoS One, 2011; 6(9):e25621-1-e25621-16
Publisher: Public Library of Science
Issue Date: 2011
ISSN: 1932-6203
1932-6203
Statement of
Responsibility: 
Kelvin Kian Loong Wong and Derek Abbott
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.
Keywords: Pattern Recognition, Automated; Algorithms; Time Factors; Automation
Rights: © 2011 Wong, Abbott. 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 credited.
RMID: 0020113479
DOI: 10.1371/journal.pone.0025621
Appears in Collections:Electrical and Electronic Engineering publications

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