کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
496997 862875 2011 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
PCA based immune networks for human face recognition
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
PCA based immune networks for human face recognition
چکیده انگلیسی

This paper proposes a face recognition method using artificial immune networks based on principal component analysis (PCA). The PCA abstracts principal eigenvectors of the image in order to get best feature description, hence to reduce the number of inputs of immune networks. Henceforth these image data of reduced dimensions are input into immune network classifiers to be trained. Subsequently the antibodies of the immune networks are optimized using genetic algorithms. The performance of the present method was evaluated employing the AT&T Laboratories Cambridge database. The results show that this method gains higher recognition rate in contrast with most of the developed methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 11, Issue 2, March 2011, Pages 1743–1752
نویسندگان
, ,