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03/18/2022
GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression
In this paper, we unify popular non-rigid registration methods for point...
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06/17/2021
To fit or not to fit: Model-based Face Reconstruction and Occlusion Segmentation from Weak Supervision
3D face reconstruction from a single image is challenging due to its ill...
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09/03/2019
3D Morphable Face Models – Past, Present and Future
In this paper, we provide a detailed survey of 3D Morphable Face Models ...
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07/02/2019
A Closest Point Proposal for MCMC-based Probabilistic Surface Registration
In this paper, we propose a non-rigid surface registration algorithm tha...
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11/19/2018
Priming Deep Neural Networks with Synthetic Faces for Enhanced Performance
Today's most successful facial image analysis systems are based on deep ...
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11/19/2018
Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
Computer vision tasks are difficult because of the large variability in ...
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02/16/2018
Training Deep Face Recognition Systems with Synthetic Data
Recent advances in deep learning have significantly increased the perfor...
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12/05/2017
Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems
It is unknown what kind of biases modern in the wild face datasets have ...
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09/25/2017
Morphable Face Models - An Open Framework
In this paper, we present a novel open-source pipeline for face registra...
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01/22/2017
Greedy Compositional Clustering for Unsupervised Learning of Hierarchical Compositional Models
This paper proposes to integrate a feature pursuit learning process into...
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03/23/2016