Regression Facial Attribute Classification via simultaneous dictionary learning
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- 作者：Ali Moeinia ; ali.moeini1989@gmail.com" class="auth_mail" title="E-mail the corresponding author ; ali.moeini.ir@ieee.org" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Hossein MoeinibAuthor Vitae ; Armon Matthew SafaicAuthor Vitae ; Karim FaezaAuthor Vitae
- 关键词：Facial Attribute Classification ; Regression classification ; Sparse representation ; Collaborative representation ; KSVD ; Face verification
- 刊名：Pattern Recognition
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：62
- 期：Complete
- 页码：99-113
- 全文大小：3275 K
文摘
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This paper proposes a method for regression facial attributes classification.
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We propose two simultaneous optimization problems for Facial Attribute Classification.
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A multilevel feature extraction method was proposed to discriminate the facial features.
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Promising results were obtained to classify facial attributes on the PubFig, Groups, 10k US adult and LFW databases.