Towards 4D human video stylization

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Tiantian Wang, Xinxin Zuo, Fangzhou Mu, Jian Wang, Ming-Hsuan Yang

Published: 2025, Last Modified: 11 Nov 2025Comput. Vis. Image Underst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We present a 3D video stylization framework for novel views and human poses.•A geometric prior is introduced to enhance tri-plane feature learning efficiency.•Our method balances stylized textures and temporal coherence for dynamic scenes.