AI RESEARCH

GSwap: Realistic Head Swapping with Dynamic Neural Gaussian Field

arXiv CS.CV

ArXi:2603.23168v1 Announce Type: new We present GSwap, a novel consistent and realistic video head-swapping system empowered by dynamic neural Gaussian portrait priors, which significantly advances the state of the art in face and head replacement. Unlike previous methods that rely primarily on 2D generative models or 3D Morphable Face Models (3DMM), our approach overcomes their inherent limitations, including poor 3D consistency, unnatural facial expressions, and restricted synthesis quality.