Learning Boltzmann distance metric for face recognition

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Learning Boltzmann distance metric for face recognition

We introduce a new method for face recognition using a versatile probabilistic model known as Restricted Boltzmann Machine (RBM). In particular, we propose to regularise the standard data likelihood learning with an information-theoretic distance metric defined on intra-personal images. This results...

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Bibliographic Details
Main Authors:	Tran, Truyen, Phung, D., Venkatesh, S.
Other Authors:	Not known
Format:	Conference Paper
Published:	IEEE 2012
Online Access:	http://hdl.handle.net/20.500.11937/4527

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