Compass local binary patterns for gender recognition of facial photographs and sketches
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- 作者：Bhavik Patela ; mr.brpatel@gmail.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; R.P. Maheshwaria ; rpmaheshwari@hotmail.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Balasubramanian Ramanb ; balaiitr@ieee.org" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Feature extraction ; Pattern recognition ; Local binary pattern ; Gender recognition
- 刊名：Neurocomputing
- 出版年：2016
- 出版时间：19 December 2016
- 年：2016
- 卷：218
- 期：Complete
- 页码：203-215
- 全文大小：1851 K
文摘
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A new face descriptor called compass LBP (CoLBP) is proposed.
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The proposed descriptor effectively combines the properties of Kirsch masks and LBP.
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Gender classification of sketch images is carried out on two sketch datasets.
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The CoLBP provides promising classification performance on two different modalities.
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The computational complexity of CoLBP is much lower than LGBPHS and MBP.