The improved relative entropy for face recognition
The relative entropy is least sensitive to noise. In this paper, we propose the improved relative entropy for face recognition (IRE). The IRE method of recognition rate is far higher than the LDA, LPP method, by experimental results on CMU PIE face database and YALE B face database.
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2016-01-01
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Online Access: | http://dx.doi.org/10.1051/matecconf/20166304006 |
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doaj-57d9584af6d1470b8dc5fdba9ffc89912021-02-02T01:21:57ZengEDP SciencesMATEC Web of Conferences2261-236X2016-01-01630400610.1051/matecconf/20166304006matecconf_mmme2016_04006The improved relative entropy for face recognitionZhang Qi RongZhang Ji YanWang YanThe relative entropy is least sensitive to noise. In this paper, we propose the improved relative entropy for face recognition (IRE). The IRE method of recognition rate is far higher than the LDA, LPP method, by experimental results on CMU PIE face database and YALE B face database.http://dx.doi.org/10.1051/matecconf/20166304006Face recognitionRelative entropyImproved relative entropy |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhang Qi Rong Zhang Ji Yan Wang Yan |
spellingShingle |
Zhang Qi Rong Zhang Ji Yan Wang Yan The improved relative entropy for face recognition MATEC Web of Conferences Face recognition Relative entropy Improved relative entropy |
author_facet |
Zhang Qi Rong Zhang Ji Yan Wang Yan |
author_sort |
Zhang Qi Rong |
title |
The improved relative entropy for face recognition |
title_short |
The improved relative entropy for face recognition |
title_full |
The improved relative entropy for face recognition |
title_fullStr |
The improved relative entropy for face recognition |
title_full_unstemmed |
The improved relative entropy for face recognition |
title_sort |
improved relative entropy for face recognition |
publisher |
EDP Sciences |
series |
MATEC Web of Conferences |
issn |
2261-236X |
publishDate |
2016-01-01 |
description |
The relative entropy is least sensitive to noise. In this paper, we propose the improved relative entropy for face recognition (IRE). The IRE method of recognition rate is far higher than the LDA, LPP method, by experimental results on CMU PIE face database and YALE B face database. |
topic |
Face recognition Relative entropy Improved relative entropy |
url |
http://dx.doi.org/10.1051/matecconf/20166304006 |
work_keys_str_mv |
AT zhangqirong theimprovedrelativeentropyforfacerecognition AT zhangjiyan theimprovedrelativeentropyforfacerecognition AT wangyan theimprovedrelativeentropyforfacerecognition AT zhangqirong improvedrelativeentropyforfacerecognition AT zhangjiyan improvedrelativeentropyforfacerecognition AT wangyan improvedrelativeentropyforfacerecognition |
_version_ |
1724311847659634688 |