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By maximizing the margin maximization criterion (MMC), we separately perform an iterative scheme for kernel parameter optimization for each module. The simulation on the FERET and CMU PIE face databases shows that our multiple kernel framework and the optimization procedure achieve high recognition performance, compared with single-kernel-based KDDA. <\/jats:p>","DOI":"10.1155\/2014\/242105","type":"journal-article","created":{"date-parts":[[2014,1,23]],"date-time":"2014-01-23T22:37:58Z","timestamp":1390516678000},"page":"242105","update-policy":"http:\/\/dx.doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["Distributed Face Recognition Using Multiple Kernel Discriminant Analysis in Wireless Sensor Networks"],"prefix":"10.1177","volume":"10","author":[{"given":"Xiao-Zhang","family":"Liu","sequence":"first","affiliation":[{"name":"School of Computer Science, Dongguan University of Technology, Dongguan 523808, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guan","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou 450007, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2014,1,23]]},"reference":[{"key":"B1-2014-242105","doi-asserted-by":"publisher","DOI":"10.1145\/954339.954342"},{"key":"B2-2014-242105","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.04.017"},{"key":"B3-2014-242105","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/890737"},{"key":"B4-2014-242105","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-1286(01)00302-4"},{"key":"B5-2014-242105","volume-title":"Proceedings of the ACM SenSys Workshop on Distributed Smart Cameras (DSC '06)","author":"Kim I."},{"issue":"1","key":"B6-2014-242105","first-page":"38","volume":"4","author":"Muraleedharan R.","year":"2006","journal-title":"Systemics, Cybernetics and Informatics"},{"key":"B7-2014-242105","volume-title":"Proceedings of the ACM SenSys Workshop on Distributed Smart Cameras (DSC '06)","author":"Chang C. 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