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Local Multi Code Pattern Generation for Face Identification


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Abstract

The existing LTrP method shows the relationship between the reference pixel and its neighbor2019s, based on the four directional code that are computed using the first-order derivatives in both vertical and horizontal directions. It is apparent that the performance of LTrP can be improved by differentiating the edges in more than four directions. This observation has motivated us to propose a nine direction code referred to as Local Multi Code Pattern (LMCP). LMCP extracts supplementary directional information as compared with LTrP. The performance analysis of the aforementioned techniques were done with the help of ORL, Yale, Jaffee databases and also the recital analysis on the same significantly improves the recognition rate of the proposed method.


Keywords


Pages

Total Pages: 7
Pages: 311-317

DOI
10.1080/10798587.2016.1231470


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Published

Volume: 23
Issue: 2
Year: 2016

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References

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JOURNAL INFORMATION


ISSN PRINT: 1079-8587
ISSN ONLINE: 2326-005X
DOI PREFIX: 10.31209
10.1080/10798587 with T&F
IMPACT FACTOR: 0.652 (2017/2018)
Journal: 1995-Present




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