Face Recognition Performance Improvement using a Similarity Score of Feature Vectors based on Probabilistic Histograms

Face Recognition Performance Improvement using a Similarity Score of Feature Vectors based on Probabilistic Histograms

This paper proposes an improved performance algorithm of face recognition to identify two face mismatch pairs in cases of incorrect decisions. The primary feature of this method is to deploy the similarity score with respect to Gaussian components between two previously unseen faces. Unlike the co...

Full description

Bibliographic Details
Main Authors: SRIKOTE, G., MEESOMBOON, A.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2016-08-01
Series:Advances in Electrical and Computer Engineering
Subjects:
gaussian mixture model
expectation-maximization algorithm
similarity score
probabilistic histogram
face recognition
Online Access:http://dx.doi.org/10.4316/AECE.2016.03015

Internet

http://dx.doi.org/10.4316/AECE.2016.03015

Similar Items