کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10361012 869957 2011 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Supervised relevance maps for increasing the distinctiveness of facial images
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Supervised relevance maps for increasing the distinctiveness of facial images
چکیده انگلیسی
This paper shows how to improve holistic face analysis by assigning importance factors to different facial regions (termed as face relevance maps). We propose a novel supervised learning algorithm for generating face relevance maps to improve the discriminating capability of existing methods. We have successfully applied the developed technique to face identification based on the Eigenfaces and Fisherfaces methods, and also to gender classification based on principal geodesic analysis (PGA). We demonstrate how to iteratively learn the face relevance map using labelled data. Experimental results confirm the effectiveness of the developed approach.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 44, Issue 4, April 2011, Pages 929-939
نویسندگان
, , ,