Title
Edge Eigenface Weighted Hausdorff Distance For Face Recognition
Abstract
The different face regions have different degrees of importance for face recognition. In previous Hausdorff distance (HD) measures, points are treated as same importance, or weight different points that calculated from gray domain. In this paper, a new weighting function of HD based on the eigenface from edge domain, which reflects the discriminative properties of face edge images effectively, is proposed for face recognition. Experiments show the proposed method outperforms previous HD measures.
Year
DOI
Venue
2011
10.1080/18756891.2011.9727894
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS
Keywords
Field
DocType
Face Recognition, Hausdorff Distance, Weighting Function, Eigenface
Facial recognition system,Computer vision,Weighting,Eigenface,Pattern recognition,Hausdorff distance,Artificial intelligence,Discriminative model,Mathematics
Journal
Volume
Issue
ISSN
4
6
1875-6891
Citations 
PageRank 
References 
0
0.34
13
Authors
7
Name
Order
Citations
PageRank
Huachun Tan113210.03
Yu Jin Zhang2127293.14
Wuhong Wang39413.30
Guangdong Feng4241.82
Hui Xiong532.77
Jie Zhang600.34
Yong Li.700.34