کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
412833 679683 2010 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
What kind of color spaces is suitable for color face recognition?
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
What kind of color spaces is suitable for color face recognition?
چکیده انگلیسی

Human faces display different color and recent research efforts show that color is useful for face recognition. This paper presents a discriminant color space method and demonstrates its effectiveness using the FRGC Experiment 4 database and the AR database. We find that the discriminant color space is an approximate double-zero-sum (DZS) color space, and further show that a color space with DZS characteristic is more powerful than other color spaces without this characteristic. We finally provide the justification for why the DZS color spaces is more effective than non-DZS color spaces for face verification and recognition from the mutual correlation point of view.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 73, Issues 10–12, June 2010, Pages 2140–2146
نویسندگان
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