A new 3D surface registration approach depending on a suited resolution: Application to 3D faces

In this present work, we propose to define a novel surface registration approach using the generalized Hausdorff distance in the shape space. It is based on the selection of local and invariant points under the transformations of the 3D motion group. These points are selected from two level sets ext...

Full description

Saved in:
Bibliographic Details
Main Authors: Gadacha, W., Ghorbel, F.
Format: Conference Proceeding
Language:English
Subjects:
Estimation
Iterative closest point algorithm
Robustness
Shape
Surface treatment
Three dimensional displays
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this present work, we propose to define a novel surface registration approach using the generalized Hausdorff distance in the shape space. It is based on the selection of local and invariant points under the transformations of the 3D motion group. These points are selected from two level sets extracted from geodesic local coordinates with respect to a given reference. The optimal number of invariant points that ensure better registration is defined through the 2D Fourier Transform spectrum. Experimentations are realized on the 3D facial database Bosphorus [7] in order to test the performance of such registration approach.
ISSN:2158-8473
2158-8481
DOI:10.1109/MELCON.2012.6196515