DocumentCode
1821420
Title
A Name Recommendation Photo Album Using Probability Neural Network
Author
Chen, Hrong ; Tang, Shiang-En
Author_Institution
Dept. of Comput. Sci. & Inf., Southern Taiwan Univ., Yung-Kang, Taiwan
Volume
1
fYear
2009
fDate
18-20 Aug. 2009
Firstpage
379
Lastpage
382
Abstract
In this paper, we propose a name recommendation mechanism used in the photo albums. We apply a light compensation method to improve the image quality, and then a face detection algorithm is applied to detect the face region in each image. We adopt the modified probabilistic neural network (MPNN) to train the sample faces for each individualpsilas photos. After training, the new adding face photos can be recognized and a name tag is recommended to this face. The experiments show a promising result for an accurate name tag annotation. The proposed method is very appropriate to provide a name recommendation function applied in photo album.
Keywords
face recognition; information filters; information retrieval; learning (artificial intelligence); neural nets; probability; face detection algorithm; face recognition; image quality improvement; light compensation method; name recommendation photo album; name tag annotation; probability neural network training; Computer science; Computer security; Decision theory; Face detection; Face recognition; Humans; Information security; Neural networks; Probability density function; Training data; face recommendation; image retrieval;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Assurance and Security, 2009. IAS '09. Fifth International Conference on
Conference_Location
Xian
Print_ISBN
978-0-7695-3744-3
Type
conf
DOI
10.1109/IAS.2009.358
Filename
5284081
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