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Multiview active shape models with SIFT descriptors

This thesis presents techniques for locating landmarks in images of human faces. A modified Active Shape Model (ASM [21]) is introduced that uses a form of SIFT descriptors [68]. Multivariate Adaptive Regression Splines (MARS [40]) are used to efficiently match descriptors around landmarks. This mod...

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Bibliographic Details
Main Author: Milborrow, Stephen
Other Authors: Nicolls, Fred C
Format: Thesis
Language:English
Published: Department of Electrical Engineering 2017
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