Author

Rong Xiao

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Preprint Aug 2026

ScaleVid: Geometry-Aware Video Object Scaling with Mesh-Free Inference

This work presents a progressive two-stage training framework that decouples geometry-aware foreground transformation from background preservation and realistic video composition, without mesh-pixel alignment and explicit 3D reconstruction at inference.

Youze Huang, Penghui Ruan, Bojia Zi et al. · 0 citations