Multiview active shape models with SIFT descriptors

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: Doctoral Thesis
Language:English
Published: University of Cape Town 2017
Subjects:
Electrical Engineering
image recognition
facial recognition
Online Access:http://hdl.handle.net/11427/22867

Internet

http://hdl.handle.net/11427/22867

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