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Locality preserving projection: a study and applications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2012)
Locality Preserving Projection (LPP) is a recently proposed approach for dimensionality
reduction that preserves the neighbourhood information and obtains a subspace that best
detects the essential data manifold structure. ...
Person identification using face and speech
(Dhirubhai Ambani Institute of Information and Communication Technology, 2012)
In this thesis, we present a multimodal biometric system using face and speech features.
Multimodal biometrics system uses two or more intrinsic physical or behaviour traits to
provide better recognition rate than unimodal ...