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Combining ICA Representations for Recognizing Faces
(Al-Zaytoonah University of Jordan, 2015)
Independent Component Analysis (ICA) is a generalization of Principal Component Analysis (PCA), and it looks for components that are both statistically independent and non-Gaussian. ICA is sensitive to high-order statistic ...
PCA-based Reconstruction of 3D Face shapes using Tikhonov Regularization.
(2013)
Reconstructing a 3D face shape from a limited number of 2D facial feature points is considered as an ill-posed problem which can be solved using regularization. Tikhonov regularization is a popular method that incorporates ...
Reconstructing 3D face shapes from single 2D images using an adaptive deformation model
(Springer, Cham, 2013)
The Representational Power (RP) of an example-based model is its capability to depict a new 3D face for a given 2D face image. In this contribution, a novel approach is proposed to increase the RP of the 3D reconstruction ...
Reconstruction of 3D faces by shape estimation and texture interpolation
(2013)
This paper aims to address the ill-posed problem of reconstructing 3D faces from single 2D face images. An extended Tikhonov regularization method is connected with the standard 3D morphable model in order to reconstruct ...