Neural Implicit Morphing of Faces

Guilherme Schardong, Tiago Novello, Hallison Paz, Iurii Medvedev, Vinícius da Silva, Luiz Velho, Nuno Gonçalves; Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 8395-8399

Abstract

Face morphing is a problem in computer graphics with numerous artistic and forensic applications. It is challenging due to variations in pose lighting gender and ethnicity. This task consists of a warping for feature alignment and a blending for a seamless transition between the warped images. We propose to leverage coord-based neural networks to represent such warpings and blendings of face images. The results of our experiments indicate that our method is competitive with both classical and generative models.

Related Material

[pdf] [arXiv]
[bibtex]
@InProceedings{Schardong_2024_CVPR, author = {Schardong, Guilherme and Novello, Tiago and Paz, Hallison and Medvedev, Iurii and da Silva, Vin{\'\i}cius and Velho, Luiz and Gon\c{c}alves, Nuno}, title = {Neural Implicit Morphing of Faces}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {8395-8399} }