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Unsupervised Training for 3D Morphable Model Regression

Unsupervised Training for 3D Morphable Model Regression

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2074073966

Unsupervised Training for 3D Morphable Model Regression

About this item

Full title

Unsupervised Training for 3D Morphable Model Regression

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2018-06

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

We present a method for training a regression network from image pixels to 3D morphable model coordinates using only unlabeled photographs. The training loss is based on features from a facial recognition network, computed on-the-fly by rendering the predicted faces with a differentiable renderer. To make training from features feasible and avoid n...

Alternative Titles

Full title

Unsupervised Training for 3D Morphable Model Regression

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2074073966

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2074073966

Other Identifiers

E-ISSN

2331-8422

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