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AtG-ContextNet: a temporal attention and hybrid gating architecture for facial blendshape coefficient regression

Abstract Driving facial expressions is critical for digital animation, yet resource-constrained systems still rely heavily on linear blendshape models. Existing methods struggle with feature redundancy in high-dimensional landmark prediction and numerical instability in extreme expression regions. T...

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Principais autores: Yi Zhang, Junting Qian, Qian Zhang, Xintong Ni, Wanlei Yang
Formato: Artigo
Idioma:Inglês
Publicado: Springer 2026-04-01
Series:Journal of King Saud University: Computer and Information Sciences
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Acceso en liña:https://doi.org/10.1007/s44443-026-00699-2
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