Video Face Re-Aging: Toward Temporally Consistent Face Re-Aging

arXiv:2311.11642v3 Announce Type: replace-cross
Abstract: Video face re-aging deals with altering the apparent age of a person to the target age in videos. This problem is challenging due to the lack of paired video datasets maintaining temporal consistency in identity and age. Most re-aging methods process each image individually without considering the temporal consistency of videos. While some existing works address the issue of temporal coherence through video facial attribute manipulation in latent space, they often fail to deliver satisfactory …

abstract age aging arxiv consistent cs.ai cs.cv cs.lg cs.mm datasets deals face identity image person process temporal type video videos